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12 av de bästa WordPress Popup-plugins 2023

Trots deras överväldigande dåliga rykte är popup-fönster ett användbart verktyg, men hög konverteringspotential är det inte värt att offra användarupplevelsen. Lyckligtvis, med rätt WordPress popup-plugins, kan du dra nytta av hög konverteringspotential för popup-fönster utan att köra bort användare.)
Before diving into the tools, let’s look at the features to determine if a plugin suits your needs.
What to look for in a WordPress Popup Plugin
Popup plugins offer many features — from customization to screen display locations and built-in analytics — but the most important features to watch out for are targeting and trigger options.
Inriktning refers to where the popup will appear on your website and who it will be shown to. Popular ways to target users with popups include page-level targeting, geolocation, device, and traffic source.
Triggers are actions that a user needs to take for the popup to appear. Popular trigger options include page entrance, scroll depth, clicks, time on page, and exit intent.
Having a few popup forms on your WordPress website could boost your lead capturing game. A quick Google search shows that there are many tools to choose from. To help you sort through the clutter and find a tool that moves the needle for your team, we’ll take a look at 12 WordPress popup plugins you should consider below.
Best WordPress Popup Plugins
- HubSpot WordPress Plugin
- OptinMonster
- Elementor Popups
- Sumo List Builder
- PopUp Domination
- MailOptin
- Ninja Popups
- Icegram
- Popup Maker
- Bloom Email Opt-Ins
- Popup Builder
- Poptin
1. HubSpot WordPress Plugin
HubSpot’s plugin allows you to connect your WordPress website to your HubSpot account for seamless integration. Any changes made to your popups in your HubSpot portal will be automatically reflected on your WordPress website without any extra work on your part.

HubSpot’s popup tool is highly intuitive and easy to use. You are first prompted to select the type of popup you want (box, banner, or slide-in) and then taken to the customizer where you can edit the text, add an image and relevant form fields, and even design your own thank-you message at the end.
Every contact you capture is automatically added to your free HubSpot CRM account. You can also target users by simply typing in the URL of the page(s) you want your popup to show up on and choose whether you want it to be triggered by a 50% page scroll, exit intent, or time elapsed. And if users decide to dismiss your popup, you can choose when they will be exposed to it again.
All the features in this tool are free.
What We Like: Other than the obvious reason being that this is our plugin, we love it for all it offers for free. This is an all-in-one plugin that handles everything you need on WordPress. With popups, you can create or manage your pre-existing popups with little to no hassle.
2. OptinMonster
OptinMonster was one of the firsts to popularize the use of popup forms in the marketing space. Its drag-and-drop feature makes it highly easy to use. You can choose from a variety of pre-built templates or create your own popup from scratch. Their Canvas feature allows you to create any type of popup (not just forms!) with the use of custom HTML/CSS and WordPress shortcodes.
Small Success is another unique feature that lets you display different offers to people who have already converted on one of your popups so you won’t annoy your visitors by showing them forms they’ve already signed up for. You gain access to plenty of triggers, such as exit intent, time on page, user inactivity, clicks, as well as many advanced targeting options like new vs returning visitor, cookie, geolocation, device, adblock usage, and more.

The main drawback with this plugin is that there is no free version. Plans start at $9/month, but you will need to upgrade to a higher tier for the more advanced features like A/B testing and exit intent.
What We Like: This is the best option for easy customizability. You have drag-and-drop for design, different templates to work off of, or even the ability to design from scratch. You’ll easily be able to with any type of popup you want to make with this plugin.
3. Elementor Popups
Design stunning popups with the popular page builder plugin Elementor and their Popup Builder feature. Elementor Popups uses the same interface as the page builder, allowing you to apply the same widgets and styling options to your popups, like buttons, countdown timers, email opt-in forms, and more. Similarly to many of the other plugins, this one offers a variety of popup forms like fly-ins and full-screen overlays.
With more than 100 beautiful templates to choose from, this popup builder lets you create WordPress specific page targeting options (categories, tags, post formats, etc.) with several triggers to choose from, such as click, time, scroll, inactivity, and exit intent.

This plugin does not come with built-in analytics or A/B split testing. And while the Elementor page builder plugin is free to use, this popup builder is only available when you purchase the pro version, which costs $49 for one website, and up to $199 for unlimited sites.
What We Like: Elementor’s popup plugin is a great choice for premium designers. You won’t need any coding experience to create stunning popups for your users. This is another all-in-one plugin that helps you build
4. Sumo List Builder
Sumo is more than just a popup form builder. On top of growing your email list, this plugin also helps with your social media, link building, and site analytics. The app has a module called List Builder, which allows you to create popups. You can set you popups to show up according to traffic source or different triggers such as clicks, time on page, exit intent and scroll depth.

Though this plugin comes with a free version, only one template is available in the free tier and you’ll need to upgrade to remove the Sumo branding. Premium plans start at $29/month, which puts Sumo on the more expensive side compared to other popup plugins.
What We Like: This plugin is great for building your email list. You have an intuitive integration with email and e-commerce, making this the perfect plugin for anyone looking to grow their business through email marketing.
5. PopUp Domination
PopUp Domination is one of the oldest popup tools out there. However, this hasn’t stopped them from making the right updates to stay competitive on the market. Its visual interface still makes it fairly easy to customize one of the 100+ pre-built templates available.
This plugin lets you show your popup to different users based on time on page, user inactivity, exit intent, clicks, total time on website, and mouse hover. On top of page-level targeting, more advanced targeting options include geolocation, traffic source, and device.

PopUp Domination has a royalty rate pricing structure. Each tier grants you access to all the features: unlimited domains and popups, A/B testing, live chat support, and more. Instead of being charged to have access to more features, you’re charged based on the number of total views your popups get across all of your websites.
If you want to use your popups on many websites that have low traffic, PopUp Domination might be a good solution. However, this may not be the best option for you if you have very few sites with high traffic volumes.
What We Like: This plugin is great for beginners since you will have many resources to help you use the tool and a relatively low price for getting started. Once your website starts getting more subscribers, however, you might want to look toward pivoting toward a more price-friendly option for your popup ads.
6. MailOptin
MailOptin is a fast-growing popup plugin for WordPress. It converts your website visitors into email subscribers using different types of opt-in forms including popups, notification bars, inline or embedded forms, scroll boxes, slide-ins, sidebar forms etc.
It is intuitive and easy to you in part because it uses the WordPress Customizer that you already know and love. It ships with a ton of professionally designed and mobile responsive templates to choose from.
It includes a number of display triggers such as page-level targeting, exit intent, time on site, pageviews, scroll trigger, adblock and referral detection, device targeting, new versus returning visitors etc. And integrates with all major email marketing providers and CRMs including Hubspot.
MailOptin is freemium. You can try out the plugin for free by downloading the lite version on WordPress.org repository or purchase a premium license to unlock more powerful features and top-notch customer support.
What We Like: This popup plugin integrates well with WordPress since you work directly through WordPress customizer. This can be great for people familiar with WordPress and just want something that works.
7. Ninja Popups
Ninja Popups is one of CodeCanyon’s top selling plugins. For $24, you gain access to their drag-and-drop popup builder with over 70 templates and animation effects to choose from.
And if you want more than just forms, Ninja Popups lets you create all kinds of popups, such as video displays and social sharing boxes. Its anti-adblocker technology lets you show your popups even to visitors who use ad blockers. This plugin also offers page-level targeting, and trigger options include scroll depth, time on page, exit intent, and user inactivity.

Although there is no free version, at only $24, Ninja Popups offers some of the most creative freedom for the price.
What We Like: This plugin is effective and enables your creativity. Bypassing adblockers is especially helpful considering 2 in 5 people use adblock today.
8. Icegram
If you’re looking for a more native option, Icegram lets you create popups right from the WordPress dashboard, thought its text-based interface makes it slightly less user friendly than most. Icegram’s trigger options include time on page, exit intent, user inactivity, clicks, and time delay. Targeting options include page, user retargeting, device, and geolocation.

This plugin offers a fair amount of value for free, but to access more functionalities, you will want to upgrade. Premium plans start at $97/year.
What We Like: This plugin is another great choice for working directly through WordPress. If you can get past the text-based interface, this is a good option for those needing a simple popup ad solution.
9. Popup Maker
Popup Maker offers a lot of flexibility in terms of what you can build. In addition to opt-in forms, you can create cookie notices, video lightboxes, notification boxes, etc.
A big draw of this plugin is its WooCommerce integration, which lets you target users based on their shopping cart items, purchase data, and more. However, this plugin’s lack of a visual editor makes it less friendly to use.

You can use Popup Maker for free, but for more functionality, individual extensions can be purchased starting at $87 per year
What We Like: This plugin lets you tailor your website popup ads to your user. You also have a good set of basic options to work off of as mentioned. Popup Maker is another good choice for those who are familiar with WordPress and just want a simple way to add popups to their page. The extra benefit is being able to work off of consumer data.
10. Bloom Email Opt-Ins
Provided to you by the devs at Elegant Themes (authors of the popular Divi theme), Bloom comes with over 100 templates to customize and lets you create a variety of forms on top of popups, including widgets, inline boxes, and optin lockers which you can use for gated content. Along with basic page targeting, this plugin contains unique trigger options — for example, make a popup appear after a user has left a comment on your page or after a user has made a purchase.

Despite its high-quality templates and beautiful dashboard, Bloom lacks a lot of the advanced features other plugins offer like an exit intent trigger option, and it doesn’t have a visual customizer.
Because this plugin comes from Elegant Theme, you can only access it by purchasing an Elegant Theme subscription, which costs $89/year or $249 for lifetime support and updates. This subscription also gives you access to 87 premium themes and 2 other plugins. But if all you’re looking for is a popup plugin, this may not be worth the investment.
What We Like: Bloom Email Opt-ins is a great choice for people who need more than just a popup plugin. You can fully customize your website through this plugin, and that includes popup ads.
11. Popup Builder
Popup Builder lets you insert any type of content into your popups and create custom animation effects. It offers features like automatic closing, user retargeting, and time delay triggers, as well as integrations with email service providers MailChimp and AWeber.
While this plugin can be used for free, just like Popup Maker, you will need to purchase extensions for additional functionality. Individual extension prices vary between $5 and $15, but you can get the full bundle starting at $49/month.
What We Like: Popup builder is a good option for those wanting to make mobile-friendly popup ads. Its intuitive user experience lets you build great looking popups in seconds.
12. Poptin
Poptin is a free popup and form builder specially designed for marketers, website owners, and digital agencies. Its powerful conversion optimization features are effective in boosting email signups, reducing cart abandonment, increasing engagement, and improving your overall sales conversion rate. It has a variety of fully responsive and customizable popup and forms templates that you can utilize without the need for coding.
In a matter of minutes, you can create your lightbox popups, full-screen overlays, gamified popups, countdown popups, slide-ins, bars, widgets, email forms, and more. You can add different elements such as images, videos, icons, countdown timer, coupons, and even custom CSS. The best part is that you can Integrate it with HubSpot CRM and emailing software to experience a seamless lead generation funnel. Poptin also offers a wide range of smart triggers and targeting rules to better convert the most qualified leads and customers.
Poptin’s free plan already includes major tools and features like analytics, A/B testing, exit-intent trigger, unlimited popups, and forms, among others. If you want to get access to more advanced features, you can always upgrade to its paid plans which start at only $25 per month.
What We Like: This plugin gives you a lot of bang for your buck. While other plugins on this list charge you for access to analytics, this tool gives you all of that for free. Poptin is best for marketers looking to add popups and dive into the data behind what makes them effective.
Choose whichever plugin fits your needs the best.
There are endless options when it comes to WordPress popup tools.
If you’re looking for a quick and easy way to collect user information and convert leads, check out HubSpot’s free form popup WordPress plugin. Installing the plugin will automatically connect your demand capture tools to the free HubSpot CRM so you can easily create follow-up emails for people who have filled out your form, track their activity on your site, and manage your leads all in one place.
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4 White Label Tools to Help Brand Your Agency’s Services

As a digital marketing agency, your team renders its services to clients by using a stack of cloud-based tools. The services you offer might include building clients’ landing pages, optimizing their website’s search engine presence, capturing leads for them to nurture, running their email marketing campaigns, managing their social media, or any number of other options.
You likely already have a toolkit in place that helps you tackle all client work and communications. But are these tools helping you build your agency’s brand?
White-label tools are software-as-a-service (SaaS) solutions developed and maintained by third-party vendors that you can rebrand and customize to showcase as your own. You can tailor these tools to match your agency’s (or your client’s) branding — in terms of the logo, colors, fonts, etc.
This creates a consistent, agency-branded service experience that helps boost your client’s confidence in your agency, thus improving your reputation, loyalty, perceived value and bottom line. But for each marketing activity mentioned above, there are plenty of white-label tools to choose from. Hunting and figuring out the best ones is a rather time-consuming task.
This post is here to help. Here are four great white-label tools to brand your agency’s marketing services and deliver a more compelling client experience.
1. Tilda
A beautiful, functional website is the foundation of any brand’s online presence and marketing success. Tilda is an intuitive drag-and-drop platform that provides a quick and easy way to build your clients’ websites and landing pages.
Whether it’s for a one-time promotion or a downloadable content freebie, Tilda offers a wide range of pre-designed blocks that you can customize to suit your client’s landing page requirements in terms of design and functionality. Its visual editor allows you to add multimedia content (images, videos, etc.), use custom fonts, integrate payment systems, add animations, and a lot more.
It comes with a built-in CRM that collects statistics on leads and customers, giving visibility into your client’s website performance. On the Personal or Business Plan, you can remove the “Made on Tilda” label that is added to all pages by default. Coupled with a custom domain, this removes all mentions of Tilda, making it a feature-rich white-label website builder ideal for agencies.
The end result is a branded, responsive, fast-loading, and SEO-friendly website or page that helps you drive leads and revenue for your clients.
2. vcita
vcita is an all-in-one small business management platform that lets solo service providers and small teams centralize their routine operations: appointment scheduling, billing, payment collection, client management, and marketing.
With its white-label partner program built for agencies, vcita allows you to deploy an agency-branded web and mobile app that your clients can leverage to efficiently manage their schedules, cash flow, relationships, and nurture processes. You can even offer in-app education flows so your clients can easily learn how to make the most of the platform.
In doing so, you help your small business clients render a better service experience to their customers, as they can provide self-service appointment scheduling, messaging, and payment options while automating their bookings and invoicing processes — all from the vcita app branded as your own.
This helps your agency stay top of mind and upsell additional services based on the client’s business circumstances. You can also integrate other apps into your app’s dashboard, making it a hub for clients to collaborate with you on whatever projects you like. Plus, your branded app can bring in recurring subscription revenue.
3. BrightLocal
BrightLocal is a local marketing platform that provides small businesses with the tools to manage and improve their online presences. It helps with local search engine optimization (SEO), online reputation management, citation building, local link building, localized content creation, and competitive research.
Designed with agencies in mind, BrightLocal enables you to uncover SEO issues that need fixing and the best growth opportunities to rank higher and improve results for your clients. You can track your clients’ local rankings and citations, conduct local SEO audits, manage customer reviews, and provide clients with a live dashboard so they can monitor progress.
Som en white-label SEO tool, it lets you create customizable SEO reports (online and PDF) branded with your agency’s logo and colors. You have complete control of the data clients can see. You can also set up automated, agency-branded email reports sent via your own unique white-label domain.
4. Campaign Monitor
A popular email marketing automation platform, Kampanjövervakning offers professionally-designed templates on a simple drag-and-drop interface to create engaging email campaigns such as product announcements, newsletters, and event promotions.
You can segment your client’s customers based on purchase data and then build hyper-targeted segments to send highly personalized emails tailored to their individual interests.
Built with marketing agencies in mind, Campaign Monitor’s private labeling lets you give the platform a complete makeover — logos, fonts, colors, backgrounds, etc. — with your agency’s branding to provide your clients with a proprietary service experience.
A single dashboard gives you a master view to easily manage all client accounts. What’s more, Campaign Monitor integrates with many popular CRM and marketing tools such as Salesforce, helping you build stronger customer relationships for your clients.
Avslutar
To sum up, white labeling enables you to offer your clients a consistent, agency-branded experience that helps you stand out from competitors, build credibility and authority, and solidify client relations.
Give the tools discussed above a test drive to start white labeling your service offerings right away.
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5 steg för bättre brainstorming som fungerar

Re:Think Innovation author Carla Johnson warns content marketers about brainstorming without doing anything to prime the work.
Omitting the critical preparation step, she says, prevents fresh inspiration. It can also lead to ideas that lack the proper audience focus, don’t align with your content strategy, and fall outside execution capabilities.
To help marketers avoid that trap, Carla developed an approach to generating valuable, viable innovation ideas. She calls it the Perpetual Innovation Process (PIP).
PIP shifts your team from their legacy thought patterns to surface novel ideas and manifests them into actionable marketing. It also builds a path around the pitfalls of traditional brainstorming.
Shift your #content team from legacy thought patterns to surface novel ideas and actionable marketing, says @joderama via @CMIContent. Klicka för att tweeta
Here’s what the process involves and how you can use it to bring more exciting, innovative ideas to market.
Follow the Perpetual Innovation Process
Think of a marketing challenge for which you need an innovative solution. For example, you may struggle to think of a unique theme for a new brand podcast or create an event that advances your thought leadership.
Carla details each step in Re:Think Innovation, but with her permission, I’ve summarized the key points:
Set the stage
You need to know where you hope to arrive. So, before you start the perpetual innovation process, create an objective statement that puts the critical elements into focus.
“Setting an objective creates consensus about the outcome you’re ultimately looking to achieve. It helps you decide what problem you want to solve and how it bubbles up to your goal. It also aligns your team around the work that will need to get done,” Carla says.
Use Carla’s simple template (below) to set that objective. Fill in the blanks to detail why you need ideas, what they’re meant to accomplish for your business, and what constraints you’ll face on the way:
- The intention: “We need ideas to ___.”
- The impact: “So we can ____.”
- The realistic conditions: “With these constraints ____.”
Establish a brainstorming objective: We need ideas to ____, so we can _____, with these constraints _____ via @CarlaJohnson @joderama @CMIContent. Klicka för att tweeta
Carla says constraints are part of the equation to come up with innovative ideas rather than just creative ones. “Anybody could have an amazing idea if they didn’t have to work within constraints like budget and time,” she says.
Setting real-world boundaries pushes a more disciplined form of thinking. “It provides a more cohesive view of your brand, which can spark opportunities to tell bigger, more impactful stories than the ones you initially envisioned,” Carla says.
Seek inspiration and make purposeful connections
Next, set your objective aside (you’ll return to it later) and work through the five steps in Carla’s innovation framework. In the end, not only will you have a stream of actionable ideas, but you can pitch them to secure stakeholder buy-in:
Step 1: Observe. Pay attention to the world around you, using all your senses. For example, you might see children, a ball, a few squirrels, or some trees if you’re outside. If you close your eyes, you might hear music playing faintly somewhere, smell food cooked on a grill, or feel a warm breeze.
You don’t need to ascribe any meaning to your observations or focus on an objective. Simply be mindful of your surroundings and write each detail you notice.
Step 2: Distill. Scrutinize those individual details and discern their meaning in relation to each other. Look for similarities and categorize them into larger groups and patterns. For example, if you group children and a ball, that might bring to mind the idea of play; the sound of music and the smell of the grill could connect to ideas of entertainment or friendship.
Step 3: Relate. See where opportunities might exist to tell a bigger story about your brand. Compare the similarities and differences in the identified patterns and look for ways they might fit into your working world.
Ask yourself: “How might we transplant the ‘essence’ of friendship into our event challenge?” Or, “How might we apply the idea of play to the theme of our podcast?”
Not all patterns will translate but remember: There are no wrong connections, just ones that may not fit your needs. Prioritize the most evident connections to your business for step four.
Step 4: Generate. Solidify those abstract ideas into real possibilities. Take the broad list of how-might-we questions from the previous step and generate as many content ideas as possible for each. Don’t set any limitations. In fact, the wilder and crazier your ideas are, the closer you get to a truly innovative – and executable – idea. Form them as what-if questions, such as “What if we tried to …” or “What if we combine X and Y into …?”
Systematically probe the viability of each one after the ideas stop flowing. Use the constraints from your objective statement to make go or no-go decisions on which to develop. Whittle the go idea list by asking practical questions. For example:
- Does the idea align with the brand’s priorities?
- Is it something the audience needs right now?
- Does the team have the bandwidth and budget to see it through?
- Will implementation require unavailable capabilities or technologies?
- Will other functional teams need to get involved?
Step 5: Pitch. You’ve already done the hard work by the time you reach this step. Carla refers to the pitch as “the journey of an idea, told in the form of a story.” If you can’t pitch the idea so others will understand and embrace it, you’ll never get it off the ground.
If you can’t pitch an idea so others embrace it, you’ll never get it off the ground, says @CarlaJohnson via @joderama @CMIContent. Klicka för att tweeta
Tell the story of your idea, starting with observe (step one) and working the idea through generate (step four). Present that story through the lens of your audience. Think about what matters to them and how your idea will fit into their world as a cultural product.
Formulate three versions of the pitch – 30 seconds, 90 seconds, and five minutes. Practice delivering each one until you are comfortable enough to deliver them to your stakeholders.
Prepare to conquer your innovation challenges
With a systematic process for generating fresh – and properly focused – ideas, your team can rev up your creative output – and ramp up your ability to add real value to your brand’s experience.
Editor’s note: This article originally appeared in CCO.
HANDPLOCKAT RELATERAT INNEHÅLL:
Omslagsbild av Joseph Kalinowski/Content Marketing Institute
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Moz Links API: Tryck på varje slutpunkt i Python

The purpose of this Jupyter Notebook is to introduce the Moz Links API using Python. This should work on any notebook hosting environment, such as Google Colab.
If you’re looking at this on Github, the code snippets can be copy/pasted into your own notebook environment. By the time you’ve run this script to the bottom, you will have used every Moz Links API endpoint, and can pick the parts you want for your own project. The official documentation can be found here.
Confused? Be sure to check out my intro to the Moz Links API.
Do global imports
The import statements at the top of a Python program are used to load external resources that are not loaded by default in the Python interpreter. These resources may include libraries or modules that provide additional functionality to the program.
Import statements are usually placed at the top of a program, before any other code is executed. This allows the program to load any necessary resources before they are needed in the program.
Once the resources have been loaded using import statements, they can be used anywhere in the program, not just in the cell where the import statement was written. This allows the program to access the functionality provided by the imported resources throughout its execution.
The libraries here not part of the standard Python library are requests och sqlitedict. You can install the with pip-installationsförfrågningar och pip install sqlitedict in your terminal or a Jupyter cell. If you’re using Anaconda, requests is pre-installed.
import json import requests from headlines import * from pprint import pprint from sqlitedict import SqliteDict as sqldict
Load login values from external file
The code below reads a file named “linksapi.txt” from the “assets” directory, which contains the login credentials, including the access ID and secret key needed to access the Moz API. These credentials are extracted from the file and assigned to two variables named ACCESSID och SECRETKEY. The with statement is used to ensure that the file is properly closed after it’s been read. Create a file whose contents look like this with your credentials manually retreived from moz.com:
ACCESSID: mozscape-1234567890 SECRETKEY: 1234567890abcdef1234567890abcdef
Once the credentials are extracted from the file, they are stored in a tuple named AUTH_TUPLE. This tuple can be used as an argument to the Moz API functions to authenticate and authorize access to the data.
The purpose of this approach is to avoid hard-coding sensitive login credentials directly in the program, which could pose a security risk if the code was shared or published publicly. Instead, the credentials are kept in a separate file that is not included in the repository, and can be easily created and updated as needed. This way, the code can be shared without exposing the credentials to the public.
with open("../assets/linksapi.txt") as fh: ACCESSID, SECRETKEY = [x.strip().split(" ")[1] for x in fh.readlines()] AUTH_TUPLE = (ACCESSID, SECRETKEY) # Don't show contents
Configure variables
In this code, there are several configuration variables that are used to set up the API call to the Moz Links API.
The first variable, COMMON_ENDPOINT, is a constant that stores the endpoint URL for the Moz API. The second variable, sub_endpoint, is a string that represents the endpoint subpath for the anchor text data, which will be appended to the COMMON_ENDPOINT URL to form the complete API slutpunkt URL.
The fourth variable, data_dict, is a dictionary that contains the parameters for the API request. In this case, the data_dict specifies the target URL for which we want to retrieve anchor text data, the scope of the data (in this case, page-level), and a limit of 1 result.
Finally, the json_string variable is created by converting the data_dict dictionary into a JSON-formatted string using the json.dumps() function. This string will be used as the request body when making the API call.
These variables are used to configure and parameterize the API request, and can be modified to perform any data_dict request against any Moz Links API sub_endpoint.
COMMON_ENDPOINT = "https://lsapi.seomoz.com/v2/" sub_endpoint = "anchor_text" endpoint = COMMON_ENDPOINT + sub_endpoint data_dict = {"target": "moz.com/blog", "scope": "page", "limit": 1} json_string = json.dumps(data_dict)
Actually hit the API (ensure success)
In JupyterLab, the last line of a code cell is automatically printed to the output area without requiring an explicit print() statement. The code you provided is using the requests module to send a POST request to a URL url with data in the form of a JSON string json_string. The authentication details are passed using the AUTH_TUPLE variable.
After sending the request, the response object r is printed using the print() statement. This will print the HTTP status code, such as 200 for success, 404 for not found, etc., along with the response headers.
Finally, the .json() method is called on the response object svar to parse the response data as JSON and return it as a Python dictionary. This dictionary can be assigned to a variable, used for further processing, or simply printed to the output area without requiring an explicit print() statement due to JupyterLab’s automatic printing behavior for the last line of a code cell.
response = requests.post(endpoint, data=json_string, auth=AUTH_TUPLE) pprint(response.json())
Outputs:
{'next_token': 'JYkQVg4s9ak8iRBWDiz1qTyguYswnj035nqjRF0IbW96IGJsb2e58hGzcmSomw==', 'results': [{'anchor_text': 'moz', 'external_pages': 7183, 'external_root_domains': 2038}]}
List Sub-endpoints
This code defines a list of different sub-endpoints that can be appended to a common URL prefix to make different API endpoints. An API endpoint is a URL where an API can be accessed by clients. It is a point of entry to the application that acts as a gatekeeper between the client and the server. Each endpoint is identified by a unique URL, which can be used to interact with the API.
In this code, the list of sub-endpoints is defined in the sub_endpoints variable, and each endpoint is represented as a string. The for loop iterates over the list, prints the index number and name of each sub-endpoint using the print function, and increments the index by 1. The enumerate function is used to generate a sequence of pairs consisting of an index and a value from the list.
This code is useful for exploring the available endpoints for a particular API and for selecting the endpoint that corresponds to the desired functionality. By changing the sub-endpoint in the URL, clients can access different resources or perform different operations on the server.
sub_endpoints = [ "anchor_text", "final_redirect", "global_top_pages", "global_top_root_domains", "index_metadata", "link_intersect", "link_status", "linking_root_domains", "links", "top_pages", "url_metrics", "usage_data", ] for i, sub_endpoint in enumerate(sub_endpoints): print(i + 1, sub_endpoint)
Outputs:
1 anchor_text 2 final_redirect 3 global_top_pages 4 global_top_root_domains 5 index_metadata 6 link_intersect 7 link_status 8 linking_root_domains 9 links 10 top_pages 11 url_metrics 12 usage_data
Human-friendly labels
This code defines two lists: names och descriptions. The names list contains human-friendly labels for the set of sub-endpoints, while the descriptions list provides a brief description of each endpoint. The two lists are kept in the same order as the points list defined earlier in the code.
By keeping the three lists in the same order, they can be “zipped” together into a single list of tuples using the zip function. This produces a new list where each tuple contains the name, endpoint, and description for a particular API endpoint. This makes it easy to display a user-friendly summary of each API endpoint with its name and description.
De zip function combines the elements of the three lists element-wise, creating a tuple of the first elements from each list, then a tuple of the second elements, and so on. The resulting list of tuples can be iterated over, and each tuple unpacked to access the individual name, endpoint, and description elements for each API endpoint.
names = [ "Anchor Text", "Final Redirect", "Global Top Pages", "Global Top Root Domains", "Index Metadata", "Link Intersect", "Link Status", "Linking Root Domains", "Links", "Top Pages", "URL Metrics", "Usage Data", ] descriptions = [ "Use this endpoint to get data about anchor text used by followed external links to a target. Results are ordered by external_root_domains descending.", "Use this endpoint to get data about anchor text used by followed external links to a target. Results are ordered by external_root_domains descending.", "This endpoint returns the top 500 pages in the entire index with the highest Page Authority values, sorted by Page Authority. (Visit the Top 500 Sites list to explore the top root domains on the web, sorted by Domain Authority.)", "This endpoint returns the top 500 pages in the entire index with the highest Page Authority values, sorted by Page Authority. (Visit the Top 500 Sites list to explore the top root domains on the web, sorted by Domain Authority.)", "This endpoint returns the top 500 pages in the entire index with the highest Page Authority values, sorted by Page Authority. (Visit the Top 500 Sites list to explore the top root domains on the web, sorted by Domain Authority.)", "Use this endpoint to get sources that link to at least one of a list of positive targets and don't link to any of a list of negative targets.", "Use this endpoint to get information about links from many sources to a single target.", "Use this endpoint to get linking root domains to a target.", "Use this endpoint to get links to a target.", "This endpoint returns top pages on a target domain.", "Use this endpoint to get metrics about one or more urls.", "This endpoint Returns the number of rows consumed so far in the current billing period. The count returned might not reflect rows consumed in the last hour. The count returned reflects rows consumed by requests to both the v1 (Moz Links API) and v2 Links APIs.", ] # Simple zipping example list(zip(names, sub_endpoints, descriptions))
Outputs:
[('Anchor Text', 'anchor_text', 'Use this endpoint to get data about anchor text used by followed external links to a target. Results are ordered by external_root_domains descending.'), ('Final Redirect', 'final_redirect', 'Use this endpoint to get data about anchor text used by followed external links to a target. Results are ordered by external_root_domains descending.'), ('Global Top Pages', 'global_top_pages', 'This endpoint returns the top 500 pages in the entire index with the highest Page Authority values, sorted by Page Authority. (Visit the Top 500 Sites list to explore the top root domains on the web, sorted by Domain Authority.)'), ('Global Top Root Domains', 'global_top_root_domains', 'This endpoint returns the top 500 pages in the entire index with the highest Page Authority values, sorted by Page Authority. (Visit the Top 500 Sites list to explore the top root domains on the web, sorted by Domain Authority.)'), ('Index Metadata', 'index_metadata', 'This endpoint returns the top 500 pages in the entire index with the highest Page Authority values, sorted by Page Authority. (Visit the Top 500 Sites list to explore the top root domains on the web, sorted by Domain Authority.)'), ('Link Intersect', 'link_intersect', "Use this endpoint to get sources that link to at least one of a list of positive targets and don't link to any of a list of negative targets."), ('Link Status', 'link_status', 'Use this endpoint to get information about links from many sources to a single target.'), ('Linking Root Domains', 'linking_root_domains', 'Use this endpoint to get linking root domains to a target.'), ('Links', 'links', 'Use this endpoint to get links to a target.'), ('Top Pages', 'top_pages', 'This endpoint returns top pages on a target domain.'), ('URL Metrics', 'url_metrics', 'Use this endpoint to get metrics about one or more urls.'), ('Usage Data', 'usage_data', 'This endpoint Returns the number of rows consumed so far in the current billing period. The count returned might not reflect rows consumed in the last hour. The count returned reflects rows consumed by requests to both the v1 (Moz Links API) and v2 Links APIs.')]
Show an example request for each endpoint
This is a list of API requests in Python dict format, where each dictionary represents a request to a specific endpoint. Don’t hurt your brain too much trying to read it. Just know that I lifted each example from the original Moz documentation and listed them all here in order as nested Python dicts.
You could call the format is a dict of dicts, where each sub-dictionary corresponds to a specific endpoint, same order as the sub_endpoints, names, och descriptions lists for easy combining. The output of running the below cell is doing that list-combining to document every sub_endpoint.
dict_of_dicts = { "anchor_text": {"target": "moz.com/blog", "scope": "page", "limit": 5}, "links": { "target": "moz.com/blog", "target_scope": "page", "filter": "external+nofollow", "limit": 1, }, "final_redirect": {"page": "seomoz.org/blog"}, "global_top_pages": {"limit": 5}, "global_top_root_domains": {"limit": 5}, "index_metadata": {}, "link_intersect": { "positive_targets": [ {"target": "latimes.com", "scope": "root_domain"}, {"target": "blog.nytimes.com", "scope": "subdomain"}, ], "negative_targets": [{"target": "moz.com", "scope": "root_domain"}], "source_scope": "page", "sort": "source_domain_authority", "limit": 1, }, "link_status": { "target": "moz.com/blog", "sources": ["twitter.com", "linkedin.com"], "source_scope": "root_domain", "target_scope": "page", }, "linking_root_domains": { "target": "moz.com/blog", "target_scope": "page", "filter": "external", "sort": "source_domain_authority", "limit": 5, }, "top_pages": {"target": "moz.com", "scope": "root_domain", "limit": 5}, "url_metrics": {"targets": ["moz.com", "nytimes.com"]}, "usage_data": {}, } for i, sub_endpoint in enumerate(sub_endpoints): h1(f"{i + 1}. {names[i]} ({sub_endpoint})") print(descriptions[i]) h4("Example request:") pprint(dict_of_dicts[sub_endpoint]) print()
Outputs:
# 2. Final Redirect (final_redirect) Use this endpoint to get data about anchor text used by followed external links to a target. Results are ordered by external_root_domains descending. Example request: {'page': 'seomoz.org/blog'} [...]
Write a function that hits the API
If we’re going to hit an API over and over in mostly the same way, we want to spare ourselves re-typing everything all the time. That’s why we define functions. That’s the def in the below cell. Once that cell is run, the moz() function can be used anywhere in this Notebook. You need only feed it the sub_endpoint you want to use and a Python dict of your request. It will return the API’s response.
def moz(sub_endpoint, data_dict): """Hits Moz Links API with specified endpoint and request and returns results.""" json_string = json.dumps(data_dict) endpoint = COMMON_ENDPOINT + sub_endpoint # Below, data is a string (flattened JSON) but auth is a 2-position tuple. response = requests.post(endpoint, data=json_string, auth=AUTH_TUPLE) return response
This does not output anything to the screen. It just defines the function.
Conditionally hit the API
The code uses a Python package calledb which provides a persistent dictionary-like object that can be stored on disk using the SQLite database engine. The with statement in the code sets up a context manager for the SqliteDict object, which automatically handles opening and closing the database connection. The database file is stored at ../dbs/linksapi.db
The code iterates through each sub-endpoint in the sub_endpoints list, and checks if that data has already been retrieved. If it hasn’t, the API is called using the moz() function and the result is saved in the SqliteDict. The db.commit() statement ensures that any changes made to the dictionary during the iteration are saved to the database.
The SqliteDict serves as a local cache to prevent the API from being hit every time the code block is run if the data has already been collected. By using this cache, the code reduces the number of API requests required, which is useful when working with APIs that have quota limits. Congratulations, you’re using a database!
with sqldict("../dbs/linksapi.db") as db: for sub_endpoint in sub_endpoints: if sub_endpoint not in db: print(sub_endpoint) result = moz(sub_endpoint, dict_of_dicts[sub_endpoint]) db[sub_endpoint] = result db.commit() print("API hit and response saved!") print() h2("Done")
This does not output anything to the screen. It saves the results of the API-calls to a local database.
Show the locally-stored API responses
This code uses the sqldict context manager to open the SQLite database containing the previously retrieved API data. It then iterates over the keys in the database, which correspond to the endpoints that were previously retrieved.
For each key, the code prints the endpoint name, description, and the data retrieved from the API. The pprint function is used to print the JSON data in a more human-readable format, with indentation and line breaks that make it easier to read.
with sqldict("../dbs/linksapi.db") as db: for i, key in enumerate(db): h1(f"{i + 1}. {names[i]} ({key})") print(descriptions[i]) print() pprint(db[key].json()) print()
Outputs:
1. Anchor Text (anchor_text) Use this endpoint to get data about anchor text used by followed external links to a target. Results are ordered by external_root_domains descending. {'next_token': 'KIkQVg4s9ak8iRBWDiz1qTyguYswnj035n7bYI0Lc2VvbW96IGJsb2dKBcCodcl47Q==', 'results': [{'anchor_text': 'moz', 'external_pages': 7162, 'external_root_domains': 2026}, {'anchor_text': 'moz blog', 'external_pages': 15525, 'external_root_domains': 1364}, {'anchor_text': 'the moz blog', 'external_pages': 7879, 'external_root_domains': 728}, {'anchor_text': 'seomoz', 'external_pages': 17741, 'external_root_domains': 654}, {'anchor_text': 'https://moz.com/blog', 'external_pages': 978, 'external_root_domains': 491}]} 2. Final Redirect (final_redirect) Use this endpoint to get data about anchor text used by followed external links to a target. Results are ordered by external_root_domains descending. {'page': 'moz.com/blog'} 3. Global Top Pages (global_top_pages) This endpoint returns the top 500 pages in the entire index with the highest Page Authority values, sorted by Page Authority. (Visit the Top 500 Sites list to explore the top root domains on the web, sorted by Domain Authority.) {'next_token': 'BcLbRwBmrXHK', 'results': [{'deleted_pages_to_page': 11932076, 'deleted_pages_to_root_domain': 23942663640, 'deleted_pages_to_subdomain': 21555752652, 'deleted_root_domains_to_page': 64700, 'deleted_root_domains_to_root_domain': 3688228, 'deleted_root_domains_to_subdomain': 3516235, 'domain_authority': 96, 'external_indirect_pages_to_root_domain': 5042652519, 'external_nofollow_pages_to_page': 31163, 'external_nofollow_pages_to_root_domain': 12375460748, 'external_nofollow_pages_to_subdomain': 11393036086, 'external_pages_to_page': 118102549, 'external_pages_to_root_domain': 91362310623, 'external_pages_to_subdomain': 83283626903, 'external_redirect_pages_to_page': 0, 'external_redirect_pages_to_root_domain': 445730476, 'external_redirect_pages_to_subdomain': 432323198, 'http_code': 5, 'indirect_root_domains_to_page': 0, 'indirect_root_domains_to_root_domain': 701121, 'last_crawled': '2023-01-15', 'link_propensity': 1.76710455e-05, 'nofollow_pages_from_page': 0, 'nofollow_pages_from_root_domain': 2, 'nofollow_pages_to_page': 31163, 'nofollow_pages_to_root_domain': 12375623717, 'nofollow_pages_to_subdomain': 11393036179, 'nofollow_root_domains_from_page': 0, 'nofollow_root_domains_from_root_domain': 0, 'nofollow_root_domains_to_page': 980, 'nofollow_root_domains_to_root_domain': 3696150, 'nofollow_root_domains_to_subdomain': 3622349, 'page': 'www.facebook.com/Plesk', 'page_authority': 100, 'pages_crawled_from_root_domain': 1810872, 'pages_from_page': 0, 'pages_from_root_domain': 5289, 'pages_to_page': 118102549, 'pages_to_root_domain': 91368257043, 'pages_to_subdomain': 83288001442, 'redirect_pages_to_page': 0, 'redirect_pages_to_root_domain': 447189164, 'redirect_pages_to_subdomain': 433411292, 'root_domain': 'facebook.com', 'root_domains_from_page': 0, 'root_domains_from_root_domain': 32, 'root_domains_to_page': 491956, 'root_domains_to_root_domain': 59416650, 'root_domains_to_subdomain': 50993087, 'spam_score': 1, 'subdomain': 'www.facebook.com', 'title': ''}, {'deleted_pages_to_page': 5828966, 'deleted_pages_to_root_domain': 79909678, 'deleted_pages_to_subdomain': 79909678, 'deleted_root_domains_to_page': 16552, 'deleted_root_domains_to_root_domain': 98416, 'deleted_root_domains_to_subdomain': 98416, 'domain_authority': 94, 'external_indirect_pages_to_root_domain': 1177381629, 'external_nofollow_pages_to_page': 453328699, 'external_nofollow_pages_to_root_domain': 1643990147, 'external_nofollow_pages_to_subdomain': 1643990147, 'external_pages_to_page': 456279611, 'external_pages_to_root_domain': 2808523112, 'external_pages_to_subdomain': 2808523112, 'external_redirect_pages_to_page': 125, 'external_redirect_pages_to_root_domain': 24941546, 'external_redirect_pages_to_subdomain': 24941546, 'http_code': 3, 'indirect_root_domains_to_page': 723, 'indirect_root_domains_to_root_domain': 252606, 'last_crawled': '2023-01-14', 'link_propensity': 0.118001014, 'nofollow_pages_from_page': 0, 'nofollow_pages_from_root_domain': 121166, 'nofollow_pages_to_page': 453328699, 'nofollow_pages_to_root_domain': 1644293277, 'nofollow_pages_to_subdomain': 1644293277, 'nofollow_root_domains_from_page': 0, 'nofollow_root_domains_from_root_domain': 67627, 'nofollow_root_domains_to_page': 9800973, 'nofollow_root_domains_to_root_domain': 4959747, 'nofollow_root_domains_to_subdomain': 4959747, 'page': 'wordpress.com/?ref=footer_blog', 'page_authority': 100, 'pages_crawled_from_root_domain': 1731019, 'pages_from_page': 0, 'pages_from_root_domain': 1080338, 'pages_to_page': 456293004, 'pages_to_root_domain': 2817137385, 'pages_to_subdomain': 2817137385, 'redirect_pages_to_page': 125, 'redirect_pages_to_root_domain': 25449067, 'redirect_pages_to_subdomain': 25449067, 'root_domain': 'wordpress.com', 'root_domains_from_page': 0, 'root_domains_from_root_domain': 204262, 'root_domains_to_page': 9878742, 'root_domains_to_root_domain': 12653294, 'root_domains_to_subdomain': 12653294, 'spam_score': 1, 'subdomain': 'wordpress.com', 'title': ''}, {'deleted_pages_to_page': 3904778, 'deleted_pages_to_root_domain': 23942663640, 'deleted_pages_to_subdomain': 21555752652, 'deleted_root_domains_to_page': 11671, 'deleted_root_domains_to_root_domain': 3688228, 'deleted_root_domains_to_subdomain': 3516235, 'domain_authority': 96, 'external_indirect_pages_to_root_domain': 5042652519, 'external_nofollow_pages_to_page': 4449343, 'external_nofollow_pages_to_root_domain': 12375460748, 'external_nofollow_pages_to_subdomain': 11393036086, 'external_pages_to_page': 59602588, 'external_pages_to_root_domain': 91362310623, 'external_pages_to_subdomain': 83283626903, 'external_redirect_pages_to_page': 12625, 'external_redirect_pages_to_root_domain': 445730476, 'external_redirect_pages_to_subdomain': 432323198, 'http_code': 5, 'indirect_root_domains_to_page': 1632, 'indirect_root_domains_to_root_domain': 701121, 'last_crawled': '2023-01-16', 'link_propensity': 1.76710455e-05, 'nofollow_pages_from_page': 0, 'nofollow_pages_from_root_domain': 2, 'nofollow_pages_to_page': 4449343, 'nofollow_pages_to_root_domain': 12375623717, 'nofollow_pages_to_subdomain': 11393036179, 'nofollow_root_domains_from_page': 0, 'nofollow_root_domains_from_root_domain': 0, 'nofollow_root_domains_to_page': 28624, 'nofollow_root_domains_to_root_domain': 3696150, 'nofollow_root_domains_to_subdomain': 3622349, 'page': 'www.facebook.com/home.php', 'page_authority': 100, 'pages_crawled_from_root_domain': 1810872, 'pages_from_page': 0, 'pages_from_root_domain': 5289, 'pages_to_page': 59602589, 'pages_to_root_domain': 91368257043, 'pages_to_subdomain': 83288001442, 'redirect_pages_to_page': 12626, 'redirect_pages_to_root_domain': 447189164, 'redirect_pages_to_subdomain': 433411292, 'root_domain': 'facebook.com', 'root_domains_from_page': 0, 'root_domains_from_root_domain': 32, 'root_domains_to_page': 239697, 'root_domains_to_root_domain': 59416650, 'root_domains_to_subdomain': 50993087, 'spam_score': 1, 'subdomain': 'www.facebook.com', 'title': ''}, {'deleted_pages_to_page': 3440567, 'deleted_pages_to_root_domain': 3440700, 'deleted_pages_to_subdomain': 3440700, 'deleted_root_domains_to_page': 60839, 'deleted_root_domains_to_root_domain': 60840, 'deleted_root_domains_to_subdomain': 60840, 'domain_authority': 1, 'external_indirect_pages_to_root_domain': 7, 'external_nofollow_pages_to_page': 288, 'external_nofollow_pages_to_root_domain': 1499, 'external_nofollow_pages_to_subdomain': 1499, 'external_pages_to_page': 140954613, 'external_pages_to_root_domain': 140959216, 'external_pages_to_subdomain': 140959213, 'external_redirect_pages_to_page': 70, 'external_redirect_pages_to_root_domain': 70, 'external_redirect_pages_to_subdomain': 70, 'http_code': 200, 'indirect_root_domains_to_page': 0, 'indirect_root_domains_to_root_domain': 0, 'last_crawled': '2018-02-05', 'link_propensity': 0.3998428881, 'nofollow_pages_from_page': 12, 'nofollow_pages_from_root_domain': 805, 'nofollow_pages_to_page': 288, 'nofollow_pages_to_root_domain': 10799, 'nofollow_pages_to_subdomain': 10799, 'nofollow_root_domains_from_page': 2, 'nofollow_root_domains_from_root_domain': 7, 'nofollow_root_domains_to_page': 30, 'nofollow_root_domains_to_root_domain': 30, 'nofollow_root_domains_to_subdomain': 30, 'page': 'music.skyrock.com/', 'page_authority': 100, 'pages_crawled_from_root_domain': 2546, 'pages_from_page': 61, 'pages_from_root_domain': 3382, 'pages_to_page': 140956009, 'pages_to_root_domain': 141008586, 'pages_to_subdomain': 141008583, 'redirect_pages_to_page': 70, 'redirect_pages_to_root_domain': 70, 'redirect_pages_to_subdomain': 70, 'root_domain': 'music.skyrock.com', 'root_domains_from_page': 19, 'root_domains_from_root_domain': 1018, 'root_domains_to_page': 10609865, 'root_domains_to_root_domain': 10609868, 'root_domains_to_subdomain': 10609868, 'spam_score': 9, 'subdomain': 'music.skyrock.com', 'title': 'Blog de Music - DES NEWS, DES CLIPS, DES INTERVIEWS - ' 'Skyrock.com'}, {'deleted_pages_to_page': 64159924, 'deleted_pages_to_root_domain': 17641375891, 'deleted_pages_to_subdomain': 336246205, 'deleted_root_domains_to_page': 63574, 'deleted_root_domains_to_root_domain': 1728606, 'deleted_root_domains_to_subdomain': 234073, 'domain_authority': 100, 'external_indirect_pages_to_root_domain': 19281720347, 'external_nofollow_pages_to_page': 34635431, 'external_nofollow_pages_to_root_domain': 7885369442, 'external_nofollow_pages_to_subdomain': 184067821, 'external_pages_to_page': 285612569, 'external_pages_to_root_domain': 55013651418, 'external_pages_to_subdomain': 1492976347, 'external_redirect_pages_to_page': 593282, 'external_redirect_pages_to_root_domain': 250423075, 'external_redirect_pages_to_subdomain': 5678006, 'http_code': 302, 'indirect_root_domains_to_page': 1072, 'indirect_root_domains_to_root_domain': 231256, 'last_crawled': '2023-04-01', 'link_propensity': 0.006248265505, 'nofollow_pages_from_page': 0, 'nofollow_pages_from_root_domain': 991472, 'nofollow_pages_to_page': 34635436, 'nofollow_pages_to_root_domain': 7948674425, 'nofollow_pages_to_subdomain': 184068512, 'nofollow_root_domains_from_page': 0, 'nofollow_root_domains_from_root_domain': 182393, 'nofollow_root_domains_to_page': 126656, 'nofollow_root_domains_to_root_domain': 2322389, 'nofollow_root_domains_to_subdomain': 304381, 'page': 'youtube.com/', 'page_authority': 100, 'pages_crawled_from_root_domain': 41258009, 'pages_from_page': 0, 'pages_from_root_domain': 11109186, 'pages_to_page': 285612606, 'pages_to_root_domain': 55255620288, 'pages_to_subdomain': 1493073570, 'redirect_pages_to_page': 593282, 'redirect_pages_to_root_domain': 263224806, 'redirect_pages_to_subdomain': 5678383, 'root_domain': 'youtube.com', 'root_domains_from_page': 0, 'root_domains_from_root_domain': 257791, 'root_domains_to_page': 598403, 'root_domains_to_root_domain': 23134271, 'root_domains_to_subdomain': 1927717, 'spam_score': 4, 'subdomain': 'youtube.com', 'title': ''}]} 4. Global Top Root Domains (global_top_root_domains) This endpoint returns the top 500 pages in the entire index with the highest Page Authority values, sorted by Page Authority. (Visit the Top 500 Sites list to explore the top root domains on the web, sorted by Domain Authority.) {'next_token': 'BcLbRwBmrXHK', 'results': [{'domain_authority': 100, 'link_propensity': 0.006248265505, 'root_domain': 'youtube.com', 'root_domains_to_root_domain': 23134271, 'spam_score': 4, 'to_target': {'deleted_pages': 0, 'nofollow_pages': 0, 'pages': 0, 'redirect_pages': 0}}, {'domain_authority': 100, 'link_propensity': 0.008422264829, 'root_domain': 'www.google.com', 'root_domains_to_root_domain': 14723695, 'spam_score': 14, 'to_target': {'deleted_pages': 0, 'nofollow_pages': 0, 'pages': 0, 'redirect_pages': 0}}, {'domain_authority': 100, 'link_propensity': 0.0001607139566, 'root_domain': 'www.blogger.com', 'root_domains_to_root_domain': 30580427, 'spam_score': -1, 'to_target': {'deleted_pages': 0, 'nofollow_pages': 0, 'pages': 0, 'redirect_pages': 0}}, {'domain_authority': 99, 'link_propensity': 0.04834850505, 'root_domain': 'linkedin.com', 'root_domains_to_root_domain': 12339087, 'spam_score': 1, 'to_target': {'deleted_pages': 0, 'nofollow_pages': 0, 'pages': 0, 'redirect_pages': 0}}, {'domain_authority': 99, 'link_propensity': 0.006264935713, 'root_domain': 'microsoft.com', 'root_domains_to_root_domain': 5344181, 'spam_score': 11, 'to_target': {'deleted_pages': 0, 'nofollow_pages': 0, 'pages': 0, 'redirect_pages': 0}}]} 5. Index Metadata (index_metadata) This endpoint returns the top 500 pages in the entire index with the highest Page Authority values, sorted by Page Authority. (Visit the Top 500 Sites list to explore the top root domains on the web, sorted by Domain Authority.) {'index_id': 'NE+lX5bFh06baS9ojUwVbw==', 'spam_score_update_days': ['2019-02-08', '2020-03-28', '2020-08-03', '2020-11-13', '2021-02-24', '2021-05-19', '2021-08-16', '2021-11-02', '2022-02-01', '2022-05-10', '2022-11-16']} 6. Link Intersect (link_intersect) Use this endpoint to get sources that link to at least one of a list of positive targets and don't link to any of a list of negative targets. {'next_token': 'AcmY2oCXQbbg', 'results': [{'domain_authority': 100, 'matching_target_indexes': [0], 'page': 'www.google.com/amp/www.latimes.com/local/lanow/la-me-ln-aliso-viejo-shooting-20171012-story,amp.html', 'spam_score': 14, 'title': ''}]} 7. Link Status (link_status) Use this endpoint to get information about links from many sources to a single target. {'exists': [False, False]} 8. Linking Root Domains (linking_root_domains) Use this endpoint to get linking root domains to a target. {'next_token': 'IokQVg4s9ak8iRBWDiz1qTyguYswnj035qBkmE3DU+JTtwAVhsjH7R6XUA==', 'results': [{'domain_authority': 99, 'link_propensity': 0.006264935713, 'root_domain': 'microsoft.com', 'root_domains_to_root_domain': 5344181, 'spam_score': 11, 'to_target': {'deleted_pages': 0, 'nofollow_pages': 0, 'pages': 2, 'redirect_pages': 0}}, {'domain_authority': 98, 'link_propensity': 0.02977741137, 'root_domain': 'wordpress.org', 'root_domains_to_root_domain': 12250296, 'spam_score': 2, 'to_target': {'deleted_pages': 0, 'nofollow_pages': 2, 'pages': 2, 'redirect_pages': 0}}, {'domain_authority': 96, 'link_propensity': 0.09679271281, 'root_domain': 'github.com', 'root_domains_to_root_domain': 2948013, 'spam_score': 2, 'to_target': {'deleted_pages': 0, 'nofollow_pages': 12, 'pages': 12, 'redirect_pages': 0}}, {'domain_authority': 96, 'link_propensity': 0.004641198553, 'root_domain': 'amazon.com', 'root_domains_to_root_domain': 5023132, 'spam_score': 28, 'to_target': {'deleted_pages': 0, 'nofollow_pages': 0, 'pages': 2, 'redirect_pages': 0}}, {'domain_authority': 95, 'link_propensity': 0.005770479795, 'root_domain': 'shopify.com', 'root_domains_to_root_domain': 2948087, 'spam_score': 1, 'to_target': {'deleted_pages': 3, 'nofollow_pages': 0, 'pages': 0, 'redirect_pages': 0}}]} 9. Links (links) Use this endpoint to get links to a target. {'next_token': 'AVvpJ4gPPvOY', 'results': [{'anchor_text': 'moz blog', 'date_disappeared': '', 'date_first_seen': '2020-06-29', 'date_last_seen': '2023-01-14', 'nofollow': True, 'redirect': False, 'rel_canonical': False, 'source': {'deleted_pages_to_page': 570, 'deleted_pages_to_root_domain': 1251501128, 'deleted_pages_to_subdomain': 1182759912, 'deleted_root_domains_to_page': 34, 'deleted_root_domains_to_root_domain': 322790, 'deleted_root_domains_to_subdomain': 314554, 'domain_authority': 96, 'external_indirect_pages_to_root_domain': 863103308, 'external_nofollow_pages_to_page': 1407, 'external_nofollow_pages_to_root_domain': 667480081, 'external_nofollow_pages_to_subdomain': 650421076, 'external_pages_to_page': 3710, 'external_pages_to_root_domain': 5309615021, 'external_pages_to_subdomain': 5086141938, 'external_redirect_pages_to_page': 14, 'external_redirect_pages_to_root_domain': 143685025, 'external_redirect_pages_to_subdomain': 142061138, 'http_code': 200, 'indirect_root_domains_to_page': 2, 'indirect_root_domains_to_root_domain': 180014, 'last_crawled': '2023-01-14', 'link_propensity': 0.09679271281, 'nofollow_pages_from_page': 199, 'nofollow_pages_from_root_domain': 7541042, 'nofollow_pages_to_page': 1407, 'nofollow_pages_to_root_domain': 678014273, 'nofollow_pages_to_subdomain': 660443683, 'nofollow_root_domains_from_page': 93, 'nofollow_root_domains_from_root_domain': 564314, 'nofollow_root_domains_to_page': 58, 'nofollow_root_domains_to_root_domain': 186407, 'nofollow_root_domains_to_subdomain': 171632, 'page': 'github.com/mezod/awesome-indie', 'page_authority': 68, 'pages_crawled_from_root_domain': 7254823, 'pages_from_page': 202, 'pages_from_root_domain': 8613796, 'pages_to_page': 3746, 'pages_to_root_domain': 5628821927, 'pages_to_subdomain': 5352019489, 'redirect_pages_to_page': 14, 'redirect_pages_to_root_domain': 145613441, 'redirect_pages_to_subdomain': 142856036, 'root_domain': 'github.com', 'root_domains_from_page': 96, 'root_domains_from_root_domain': 702214, 'root_domains_to_page': 231, 'root_domains_to_root_domain': 2948013, 'root_domains_to_subdomain': 2857538, 'spam_score': 2, 'subdomain': 'github.com', 'title': 'GitHub - mezod/awesome-indie: Resources for ' 'independent developers to make money'}, 'target': {'deleted_pages_to_page': 169073, 'deleted_pages_to_root_domain': 19022927, 'deleted_pages_to_subdomain': 18554702, 'deleted_root_domains_to_page': 1457, 'deleted_root_domains_to_root_domain': 27522, 'deleted_root_domains_to_subdomain': 27273, 'domain_authority': 91, 'external_indirect_pages_to_root_domain': 45290099, 'external_nofollow_pages_to_page': 7388, 'external_nofollow_pages_to_root_domain': 17425478, 'external_nofollow_pages_to_subdomain': 17269297, 'external_pages_to_page': 553261, 'external_pages_to_root_domain': 69376449, 'external_pages_to_subdomain': 68746190, 'external_redirect_pages_to_page': 265, 'external_redirect_pages_to_root_domain': 41112725, 'external_redirect_pages_to_subdomain': 41109338, 'http_code': 200, 'indirect_root_domains_to_page': 2219, 'indirect_root_domains_to_root_domain': 28779, 'last_crawled': '2023-04-02', 'link_propensity': 0.008849279955, 'nofollow_pages_from_page': 0, 'nofollow_pages_from_root_domain': 209067, 'nofollow_pages_to_page': 7388, 'nofollow_pages_to_root_domain': 17442464, 'nofollow_pages_to_subdomain': 17285191, 'nofollow_root_domains_from_page': 0, 'nofollow_root_domains_from_root_domain': 55943, 'nofollow_root_domains_to_page': 1727, 'nofollow_root_domains_to_root_domain': 37789, 'nofollow_root_domains_to_subdomain': 37690, 'page': 'moz.com/blog', 'page_authority': 69, 'pages_crawled_from_root_domain': 7872618, 'pages_from_page': 7, 'pages_from_root_domain': 343751, 'pages_to_page': 906052, 'pages_to_root_domain': 98442581, 'pages_to_subdomain': 97352802, 'redirect_pages_to_page': 746, 'redirect_pages_to_root_domain': 47575576, 'redirect_pages_to_subdomain': 47570092, 'root_domain': 'moz.com', 'root_domains_from_page': 5, 'root_domains_from_root_domain': 69667, 'root_domains_to_page': 9712, 'root_domains_to_root_domain': 179884, 'root_domains_to_subdomain': 178649, 'spam_score': 1, 'subdomain': 'moz.com', 'title': 'The Moz Blog [SEO] - Moz'}, 'via_redirect': False, 'via_rel_canonical': False}]} 10. Top Pages (top_pages) This endpoint returns top pages on a target domain. {'next_token': 'BXULGXd3IggK', 'results': [{'deleted_pages_to_page': 1963527, 'deleted_pages_to_root_domain': 19022927, 'deleted_pages_to_subdomain': 18554702, 'deleted_root_domains_to_page': 6527, 'deleted_root_domains_to_root_domain': 27522, 'deleted_root_domains_to_subdomain': 27273, 'domain_authority': 91, 'external_indirect_pages_to_root_domain': 45290099, 'external_nofollow_pages_to_page': 9684724, 'external_nofollow_pages_to_root_domain': 17425478, 'external_nofollow_pages_to_subdomain': 17269297, 'external_pages_to_page': 14981546, 'external_pages_to_root_domain': 69376449, 'external_pages_to_subdomain': 68746190, 'external_redirect_pages_to_page': 3632556, 'external_redirect_pages_to_root_domain': 41112725, 'external_redirect_pages_to_subdomain': 41109338, 'http_code': 200, 'indirect_root_domains_to_page': 10580, 'indirect_root_domains_to_root_domain': 28779, 'last_crawled': '2023-04-01', 'link_propensity': 0.008849279955, 'nofollow_pages_from_page': 0, 'nofollow_pages_from_root_domain': 209067, 'nofollow_pages_to_page': 9684724, 'nofollow_pages_to_root_domain': 17442464, 'nofollow_pages_to_subdomain': 17285191, 'nofollow_root_domains_from_page': 0, 'nofollow_root_domains_from_root_domain': 55943, 'nofollow_root_domains_to_page': 8749, 'nofollow_root_domains_to_root_domain': 37789, 'nofollow_root_domains_to_subdomain': 37690, 'page': 'moz.com/', 'page_authority': 74, 'pages_crawled_from_root_domain': 7872618, 'pages_from_page': 7, 'pages_from_root_domain': 343751, 'pages_to_page': 15343034, 'pages_to_root_domain': 98442581, 'pages_to_subdomain': 97352802, 'redirect_pages_to_page': 3633007, 'redirect_pages_to_root_domain': 47575576, 'redirect_pages_to_subdomain': 47570092, 'root_domain': 'moz.com', 'root_domains_from_page': 5, 'root_domains_from_root_domain': 69667, 'root_domains_to_page': 41190, 'root_domains_to_root_domain': 179884, 'root_domains_to_subdomain': 178649, 'spam_score': 1, 'subdomain': 'moz.com', 'title': 'Moz - SEO Software for Smarter Marketing'}, {'deleted_pages_to_page': 185579, 'deleted_pages_to_root_domain': 19022927, 'deleted_pages_to_subdomain': 18554702, 'deleted_root_domains_to_page': 2440, 'deleted_root_domains_to_root_domain': 27522, 'deleted_root_domains_to_subdomain': 27273, 'domain_authority': 91, 'external_indirect_pages_to_root_domain': 45290099, 'external_nofollow_pages_to_page': 11211, 'external_nofollow_pages_to_root_domain': 17425478, 'external_nofollow_pages_to_subdomain': 17269297, 'external_pages_to_page': 424268, 'external_pages_to_root_domain': 69376449, 'external_pages_to_subdomain': 68746190, 'external_redirect_pages_to_page': 348, 'external_redirect_pages_to_root_domain': 41112725, 'external_redirect_pages_to_subdomain': 41109338, 'http_code': 200, 'indirect_root_domains_to_page': 1389, 'indirect_root_domains_to_root_domain': 28779, 'last_crawled': '2023-04-03', 'link_propensity': 0.008849279955, 'nofollow_pages_from_page': 0, 'nofollow_pages_from_root_domain': 209067, 'nofollow_pages_to_page': 11211, 'nofollow_pages_to_root_domain': 17442464, 'nofollow_pages_to_subdomain': 17285191, 'nofollow_root_domains_from_page': 0, 'nofollow_root_domains_from_root_domain': 55943, 'nofollow_root_domains_to_page': 2487, 'nofollow_root_domains_to_root_domain': 37789, 'nofollow_root_domains_to_subdomain': 37690, 'page': 'moz.com/beginners-guide-to-seo', 'page_authority': 72, 'pages_crawled_from_root_domain': 7872618, 'pages_from_page': 7, 'pages_from_root_domain': 343751, 'pages_to_page': 786960, 'pages_to_root_domain': 98442581, 'pages_to_subdomain': 97352802, 'redirect_pages_to_page': 365, 'redirect_pages_to_root_domain': 47575576, 'redirect_pages_to_subdomain': 47570092, 'root_domain': 'moz.com', 'root_domains_from_page': 5, 'root_domains_from_root_domain': 69667, 'root_domains_to_page': 15276, 'root_domains_to_root_domain': 179884, 'root_domains_to_subdomain': 178649, 'spam_score': 1, 'subdomain': 'moz.com', 'title': "Beginner's Guide to SEO [plus FREE quick start " 'checklist] - Moz'}, {'deleted_pages_to_page': 7159, 'deleted_pages_to_root_domain': 19022927, 'deleted_pages_to_subdomain': 18554702, 'deleted_root_domains_to_page': 1382, 'deleted_root_domains_to_root_domain': 27522, 'deleted_root_domains_to_subdomain': 27273, 'domain_authority': 91, 'external_indirect_pages_to_root_domain': 45290099, 'external_nofollow_pages_to_page': 8605, 'external_nofollow_pages_to_root_domain': 17425478, 'external_nofollow_pages_to_subdomain': 17269297, 'external_pages_to_page': 34152, 'external_pages_to_root_domain': 69376449, 'external_pages_to_subdomain': 68746190, 'external_redirect_pages_to_page': 70, 'external_redirect_pages_to_root_domain': 41112725, 'external_redirect_pages_to_subdomain': 41109338, 'http_code': 200, 'indirect_root_domains_to_page': 782, 'indirect_root_domains_to_root_domain': 28779, 'last_crawled': '2023-04-03', 'link_propensity': 0.008849279955, 'nofollow_pages_from_page': 0, 'nofollow_pages_from_root_domain': 209067, 'nofollow_pages_to_page': 8754, 'nofollow_pages_to_root_domain': 17442464, 'nofollow_pages_to_subdomain': 17285191, 'nofollow_root_domains_from_page': 0, 'nofollow_root_domains_from_root_domain': 55943, 'nofollow_root_domains_to_page': 1380, 'nofollow_root_domains_to_root_domain': 37789, 'nofollow_root_domains_to_subdomain': 37690, 'page': 'moz.com/google-algorithm-change', 'page_authority': 70, 'pages_crawled_from_root_domain': 7872618, 'pages_from_page': 420, 'pages_from_root_domain': 343751, 'pages_to_page': 35181, 'pages_to_root_domain': 98442581, 'pages_to_subdomain': 97352802, 'redirect_pages_to_page': 73, 'redirect_pages_to_root_domain': 47575576, 'redirect_pages_to_subdomain': 47570092, 'root_domain': 'moz.com', 'root_domains_from_page': 60, 'root_domains_from_root_domain': 69667, 'root_domains_to_page': 8881, 'root_domains_to_root_domain': 179884, 'root_domains_to_subdomain': 178649, 'spam_score': 1, 'subdomain': 'moz.com', 'title': 'Moz - Google Algorithm Update History'}, {'deleted_pages_to_page': 33133, 'deleted_pages_to_root_domain': 19022927, 'deleted_pages_to_subdomain': 18554702, 'deleted_root_domains_to_page': 1192, 'deleted_root_domains_to_root_domain': 27522, 'deleted_root_domains_to_subdomain': 27273, 'domain_authority': 91, 'external_indirect_pages_to_root_domain': 45290099, 'external_nofollow_pages_to_page': 31500, 'external_nofollow_pages_to_root_domain': 17425478, 'external_nofollow_pages_to_subdomain': 17269297, 'external_pages_to_page': 70673, 'external_pages_to_root_domain': 69376449, 'external_pages_to_subdomain': 68746190, 'external_redirect_pages_to_page': 77, 'external_redirect_pages_to_root_domain': 41112725, 'external_redirect_pages_to_subdomain': 41109338, 'http_code': 301, 'indirect_root_domains_to_page': 315, 'indirect_root_domains_to_root_domain': 28779, 'last_crawled': '2023-04-02', 'link_propensity': 0.008849279955, 'nofollow_pages_from_page': 0, 'nofollow_pages_from_root_domain': 209067, 'nofollow_pages_to_page': 31628, 'nofollow_pages_to_root_domain': 17442464, 'nofollow_pages_to_subdomain': 17285191, 'nofollow_root_domains_from_page': 0, 'nofollow_root_domains_from_root_domain': 55943, 'nofollow_root_domains_to_page': 1689, 'nofollow_root_domains_to_root_domain': 37789, 'nofollow_root_domains_to_subdomain': 37690, 'page': 'moz.com/researchtools/ose/', 'page_authority': 70, 'pages_crawled_from_root_domain': 7872618, 'pages_from_page': 0, 'pages_from_root_domain': 343751, 'pages_to_page': 344305, 'pages_to_root_domain': 98442581, 'pages_to_subdomain': 97352802, 'redirect_pages_to_page': 78, 'redirect_pages_to_root_domain': 47575576, 'redirect_pages_to_subdomain': 47570092, 'root_domain': 'moz.com', 'root_domains_from_page': 0, 'root_domains_from_root_domain': 69667, 'root_domains_to_page': 8086, 'root_domains_to_root_domain': 179884, 'root_domains_to_subdomain': 178649, 'spam_score': 1, 'subdomain': 'moz.com', 'title': ''}, {'deleted_pages_to_page': 169073, 'deleted_pages_to_root_domain': 19022927, 'deleted_pages_to_subdomain': 18554702, 'deleted_root_domains_to_page': 1457, 'deleted_root_domains_to_root_domain': 27522, 'deleted_root_domains_to_subdomain': 27273, 'domain_authority': 91, 'external_indirect_pages_to_root_domain': 45290099, 'external_nofollow_pages_to_page': 7388, 'external_nofollow_pages_to_root_domain': 17425478, 'external_nofollow_pages_to_subdomain': 17269297, 'external_pages_to_page': 553261, 'external_pages_to_root_domain': 69376449, 'external_pages_to_subdomain': 68746190, 'external_redirect_pages_to_page': 265, 'external_redirect_pages_to_root_domain': 41112725, 'external_redirect_pages_to_subdomain': 41109338, 'http_code': 200, 'indirect_root_domains_to_page': 2219, 'indirect_root_domains_to_root_domain': 28779, 'last_crawled': '2023-04-02', 'link_propensity': 0.008849279955, 'nofollow_pages_from_page': 0, 'nofollow_pages_from_root_domain': 209067, 'nofollow_pages_to_page': 7388, 'nofollow_pages_to_root_domain': 17442464, 'nofollow_pages_to_subdomain': 17285191, 'nofollow_root_domains_from_page': 0, 'nofollow_root_domains_from_root_domain': 55943, 'nofollow_root_domains_to_page': 1727, 'nofollow_root_domains_to_root_domain': 37789, 'nofollow_root_domains_to_subdomain': 37690, 'page': 'moz.com/blog', 'page_authority': 69, 'pages_crawled_from_root_domain': 7872618, 'pages_from_page': 7, 'pages_from_root_domain': 343751, 'pages_to_page': 906052, 'pages_to_root_domain': 98442581, 'pages_to_subdomain': 97352802, 'redirect_pages_to_page': 746, 'redirect_pages_to_root_domain': 47575576, 'redirect_pages_to_subdomain': 47570092, 'root_domain': 'moz.com', 'root_domains_from_page': 5, 'root_domains_from_root_domain': 69667, 'root_domains_to_page': 9712, 'root_domains_to_root_domain': 179884, 'root_domains_to_subdomain': 178649, 'spam_score': 1, 'subdomain': 'moz.com', 'title': 'The Moz Blog [SEO] - Moz'}]} 11. URL Metrics (url_metrics) Use this endpoint to get metrics about one or more urls. {'results': [{'deleted_pages_to_page': 1963527, 'deleted_pages_to_root_domain': 19022927, 'deleted_pages_to_subdomain': 18554702, 'deleted_root_domains_to_page': 6527, 'deleted_root_domains_to_root_domain': 27522, 'deleted_root_domains_to_subdomain': 27273, 'domain_authority': 91, 'external_indirect_pages_to_root_domain': 45290099, 'external_nofollow_pages_to_page': 9684724, 'external_nofollow_pages_to_root_domain': 17425478, 'external_nofollow_pages_to_subdomain': 17269297, 'external_pages_to_page': 14981546, 'external_pages_to_root_domain': 69376449, 'external_pages_to_subdomain': 68746190, 'external_redirect_pages_to_page': 3632556, 'external_redirect_pages_to_root_domain': 41112725, 'external_redirect_pages_to_subdomain': 41109338, 'http_code': 200, 'indirect_root_domains_to_page': 10580, 'indirect_root_domains_to_root_domain': 28779, 'last_crawled': '2023-04-01', 'link_propensity': 0.008849279955, 'nofollow_pages_from_page': 0, 'nofollow_pages_from_root_domain': 209067, 'nofollow_pages_to_page': 9684724, 'nofollow_pages_to_root_domain': 17442464, 'nofollow_pages_to_subdomain': 17285191, 'nofollow_root_domains_from_page': 0, 'nofollow_root_domains_from_root_domain': 55943, 'nofollow_root_domains_to_page': 8749, 'nofollow_root_domains_to_root_domain': 37789, 'nofollow_root_domains_to_subdomain': 37690, 'page': 'moz.com/', 'page_authority': 74, 'pages_crawled_from_root_domain': 7872618, 'pages_from_page': 7, 'pages_from_root_domain': 343751, 'pages_to_page': 15343034, 'pages_to_root_domain': 98442581, 'pages_to_subdomain': 97352802, 'redirect_pages_to_page': 3633007, 'redirect_pages_to_root_domain': 47575576, 'redirect_pages_to_subdomain': 47570092, 'root_domain': 'moz.com', 'root_domains_from_page': 5, 'root_domains_from_root_domain': 69667, 'root_domains_to_page': 41190, 'root_domains_to_root_domain': 179884, 'root_domains_to_subdomain': 178649, 'spam_score': 1, 'subdomain': 'moz.com', 'title': 'Moz - SEO Software for Smarter Marketing'}, {'deleted_pages_to_page': 249094, 'deleted_pages_to_root_domain': 224212706, 'deleted_pages_to_subdomain': 898844, 'deleted_root_domains_to_page': 3696, 'deleted_root_domains_to_root_domain': 177001, 'deleted_root_domains_to_subdomain': 9251, 'domain_authority': 95, 'external_indirect_pages_to_root_domain': 156562794, 'external_nofollow_pages_to_page': 163849, 'external_nofollow_pages_to_root_domain': 72093550, 'external_nofollow_pages_to_subdomain': 294697, 'external_pages_to_page': 1165187, 'external_pages_to_root_domain': 514661963, 'external_pages_to_subdomain': 2310818, 'external_redirect_pages_to_page': 3049, 'external_redirect_pages_to_root_domain': 4827448, 'external_redirect_pages_to_subdomain': 8140, 'http_code': 301, 'indirect_root_domains_to_page': 1439, 'indirect_root_domains_to_root_domain': 30315, 'last_crawled': '2023-03-31', 'link_propensity': 0.02704063244, 'nofollow_pages_from_page': 0, 'nofollow_pages_from_root_domain': 97163, 'nofollow_pages_to_page': 163881, 'nofollow_pages_to_root_domain': 72644206, 'nofollow_pages_to_subdomain': 294765, 'nofollow_root_domains_from_page': 0, 'nofollow_root_domains_from_root_domain': 22711, 'nofollow_root_domains_to_page': 5647, 'nofollow_root_domains_to_root_domain': 178651, 'nofollow_root_domains_to_subdomain': 11590, 'page': 'nytimes.com/', 'page_authority': 82, 'pages_crawled_from_root_domain': 13567138, 'pages_from_page': 0, 'pages_from_root_domain': 3152122, 'pages_to_page': 1170498, 'pages_to_root_domain': 763781494, 'pages_to_subdomain': 2489707, 'redirect_pages_to_page': 3053, 'redirect_pages_to_root_domain': 9268395, 'redirect_pages_to_subdomain': 14273, 'root_domain': 'nytimes.com', 'root_domains_from_page': 0, 'root_domains_from_root_domain': 366864, 'root_domains_to_page': 25307, 'root_domains_to_root_domain': 2200598, 'root_domains_to_subdomain': 62699, 'spam_score': 1, 'subdomain': 'nytimes.com', 'title': ''}]} 12. Usage Data (usage_data) This endpoint Returns the number of rows consumed so far in the current billing period. The count returned might not reflect rows consumed in the last hour. The count returned reflects rows consumed by requests to both the v1 (Moz Links API) and v2 Links APIs. {'rows_consumed': 254}
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