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How to Find and Fix Orphan Pages (The Right Way)

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How to Find and Fix Orphan Pages (The Right Way)

Quicksand awaits unsuspecting SEOs when they start working on a website with a long history.

These pits of technical site errors, littered by several generations of previous agencies, slow down and hinder SEO efforts and progress. 

And when you’re the one tasked to clean it up, finding the quick fixes is your number one task.

So you may start with a basic site audit and see several orphan pages. You’ve probably heard that orphan pages are bad for a site but do not fully understand what they are and how to fix them.

In this article, you’ll learn:

Orphan pages are pages that search engines may have difficulty discovering because they have no internal links from elsewhere on your website. 

These URLs tend to fall through the cracks because search engine crawlers can only discover pages from the sitemap file or external backlinks, and users can only get to the page if they know the URL.

What causes orphan pages?

Usually, orphan pages are accidental and occur for various reasons. The most common cause is not having processes for site migrations, navigation changes, site redesigns, out-of-stock products, testing, or dev pages. 

Orphan pages may also be intentional, as with promotional and paid advertising landing pages, or any instance where you do not want the page to be part of the user journey.

Why are orphan pages bad for SEO?

Search engines have a hard time finding orphan pages because they use links to help discover new content and understand the page’s significance.

Here’s what Google says:

Google searches the web with automated programs called crawlers, looking for pages that are new or updated. […] We find pages by many different methods, but the main method is following links from pages that we already know about.

For example, let’s say you publish a new webpage and forget to link to it from elsewhere on your site. If the page isn’t in your sitemap and has no backlinks, Google will not find or index it. That’s because their web crawler doesn’t know that it exists.

Even worse, the page cannot receive PageRank. 

If you haven’t heard of the term “PageRank” before, it’s a big deal. 

Generally speaking, PageRank is Google’s way of understanding the significance of the page by counting the number of “votes” a page gets. You can read more about how PageRank works and affects SEO here.

To find orphan pages on your site, you need to compare a list of crawlable URLs (what Google can find) with a list of URLs people are hitting on your site. 

This may sound quite technical, but don’t be discouraged. We have broken down how to find orphan pages into three easy steps using tools you’re familiar with. 

1. Find crawlable URLs

There are a lot of tools you can use to gather a list of all crawlable URLs. We’re going to use Ahrefs’ Site Audit because it’s completely free with an Ahrefs Webmaster Tools account and you have the option to use external backlinks as a source to find even more URLs.

Here’s how to do it:

  1. Go to Site Audit.
  2. Click + New Project.
  3. Follow the prompts until step 3. Click on the URL sources tab and check Backlinks as a URL source in addition to the default settings.
  4. Click Continue, follow the instructions to complete the setup, then run the crawl.
Scheduling a site audit in Ahrefs' Site Audit

Backlink data is useful for finding orphan pages because it brings URLs from Ahrefs’ link index into the mix. 

If a page does not have any internal links, a basic crawler won’t find it. 

But, if a page has a backlink, Ahrefs will find the URL on your site and know that the crawl found no internal links, so it must be an orphan page.

When the site audit is complete, export all internal pages from Page Explorer and save them. You’ll use this in step 3.

Page Explorer in Ahrefs' Site Audit

Before we continue…

As Site Audit uses both sitemaps and backlinks as URL sources, it does a reasonable job of finding orphan pages for you without any extra work. To see them, go to Page Explorer, click Links, and select Orphan pages:

Orphan pages in Ahrefs' Site Audit

However, you’ll only see orphan pages found via backlinks or sitemaps here. If you have orphan pages not included in sitemaps and without backlinks, Ahrefs won’t be able to find them. 

Keep reading if you think this may be the case for you and want to dig a little deeper for orphan pages.

2. Find URLs with hits

The next step is getting a list of all the URLs with hits on our site. 

There are quite a few ways to do this, and it’s always best to use as many data sources as you have access to. 

If you have access, log files work well because they are server-side data which is more accurate. We won’t be going into the nitty-gritty of accessing these because it depends on how the server is set up. 

But if you choose to go this route, here are three official guides for common server types:

In this article, we will use Google Analytics (GA4) and Google Search Console because the process is basically the same for everyone. 

Here’s how to find URLs with hits in Google Analytics (GA4):

  1. Log in to your Data Studio account.
  2. Start a new blank report.
  3. Connect Google Analytics as your data source.
  4. Choose the account you’re analyzing > select GA4 property.
  5. Add a basic table to your report.
  6. Set data source to the GA4 property created in step 4.
  7. Set dimension to Page path.
  8. Set metric to Views.
  9. Sort by Views in descending order.
  10. Set default date range to before GA4 was installed on the site.
Google Data Studio settings

To export the results from your table, click the three vertical dots in the top right corner and hit Export. Save with a helpful name like “date_GA_URLs_people_are_hitting_brandname” because you will need it again in just a bit.

Because we exported the page path and not the full page URL, we need to add the domain to the beginning of all cells in our spreadsheet. This is easy enough in Google sheets. Just import the CSV into a blank sheet, insert a new column to the left, and paste this formula into cell A1 (make sure to replace example.com with your domain): 

=IFERROR(ARRAYFORMULA(IF(ISBLANK(B:B),"",IF(B:B="Page Path","",IF(B:B="(not set)","","https://example.com" & B:B)))))

Formula in Google Sheets

As multiple URL sources are always best, we will also pull data from Google Search Console (GSC).

GSC limits exports to the first 1,000 URLs, but Google Data Studio has a neat little trick that allows you to pull more. 

Here’s how to do it:

  1. Reopen your Data Studio report.
  2. Start a new page (command + M).
  3. Open Resource > Manage added data sources.
  4. Click ADD A DATA SOURCE.
  5. Select Search Console.
  6. Choose the site you’re analyzing > URL impression > web.
  7. Add a basic table to your report.
  8. Set dimension to Landing page.
  9. Set metric to Impressions.
  10. Expand rows per page to 5,000.
  11. Edit the date range to view at least the past three months.
  12. Export the results from your table. 

Name your sheet something helpful like “date GSC_URLs_people_are_hitting_brandname” because you’ll need it again in a moment. 

Now, combine all the URLs people are hitting from your different sources into one spreadsheet and clean up the data by removing duplicates. 

Remove duplicates Google Sheets

3. Cross-reference the two URL sources

You are in the home stretch! The last step is cross-referencing crawlable URLs (from Ahrefs’ Site Audit) and URLs with hits (from GA and GSC). To do this, create a blank Google Sheet and create three tabs. Label them crawl, hits, and cross reference. 

The three sheets you need in Google Sheets

In the first sheet, crawl, copy, and paste all of the crawlable URLs from Ahrefs’ Site Audit.

To find these, open the exported CSV from step 1 and filter for results with incomingAllLinks equal to zero. This is super important because these are orphan pages, so including them in the “crawl” tab will lead to inaccurate results when cross-referencing. 

Remove all IncomingAllLinks that equal zero

Instead, you should copy these URLs and add them to the “hits” tab. 

Next, copy and paste the remaining URLs from the Ahrefs export into the crawl tab of your Google Sheet.

Crawl URLs in spreadsheet

In the second sheet, hits, copy/paste all URLs from step 2. These are the pages you found using Google Analytics, Google Search Console, or your site log files. It includes webpages that users have visited.

Hit URLs in spreadsheet

In the third sheet, cross reference, enter the following function into the first cell: 

=UNIQUE(FILTER(hits!A:A, ISNA(MATCH (hits!A:A, crawl!A:A, 0))))

Hit enter. The function will automatically pull all of your orphan pages for easy analysis.

Orphan URLs in spreadsheet

Marketers often make the mistake of simply adding internal links to all orphan pages across the board. 

The main issue with this approach is that just because a quick fix can be applied across all pages does not mean it should be. 

Some orphan pages are intentional, like PPC landing pages, while others can just be removed, like test pages.

We don’t want to waste resources fixing something that’s not broken or is unlikely to have a positive impact.

To help solve this problem, use this decision tree:

How to deal with orphan pages flowchart

The idea here is to think critically about each orphan page and decide whether noindexing, deleting, merging/consolidating, or simply adding internal links is the best fix.

For example, if a page was missed during a site migration and that page does not offer any value for visitors, deleting it is probably the best option. However, if the page has backlinks, it may also be worth redirecting the URL to another relevant page to preserve backlink equity. 

TIP

Checking orphan pages for backlinks in bulk (up to 200 URLs at a time) is easy with Ahrefs’ Batch Analysis tool. Just paste URLs from your “cross reference” sheet and click Analyse.

Batch Analysis tool in Ahrefs

Let’s look at the four strategies to fix orphan pages.

Internally link

Orphan pages that are valuable for site visitors should be incorporated into your site’s internal linking structure to make them easier for visitors and search engines to find. 

For example, let’s say an article was forgotten during a site migration or redesign. We need to internally link to it from a relevant page we know Google will soon (re)crawl.

Here’s an easy way to do that in Ahrefs:

  1. Go to Site Audit
  2. Open your site’s most recent crawl 
  3. Under Tools > Open Page Explorer.
  4. Search for a word or phrase in Page text.
  5. Sort the results by Organic traffic.
Finding internal link opportunities in Ahrefs' Site Audit

This finds contextual internal linking opportunities on pages that get organic traffic, which means Google is likely to recrawl them sooner rather than later and see our changes. 

Learn more: How to Use Page Explorer

Noindex

Orphan pages that were intentionally not internally linked to, like landing pages for ads, should be noindexed to prevent them from appearing in organic search results. 

Most SEO plugins have made this as easy as checking a box, but you can also do it manually by copying and pasting this into the <head> section of the page:

<meta name="robots" content="noindex" />

Sidenote.

Make sure these pages are still crawlable in robots.txt. Otherwise, search engines won’t see the noindex directive. 

Merge/consolidate

Orphan pages with the same or similar content to another page should be merged. This means consolidating the content and redirecting the orphan URL to the other page.

For example, let’s say you have two product listings for the same product. One of them is an orphan page; the other isn’t. You should take any unique valuable information from the orphan page and add it to the other page before redirecting the orphan page there.

Delete

Orphan pages that offer no value for visitors and serve no other purpose (e.g., paid traffic campaign) should be deleted. 

For example, an unused CMS theme page can be removed. This will result in a 404 page and naturally drop out of search results over time.

Sidenote.

If the page has backlinks, you may want to redirect the URL to another relevant page to preserve link equity after deleting. 

How to prevent orphan pages

As you can see, auditing orphan pages is time intensive. So once you’ve put in the work, you want to prevent orphan pages in the future. Here are a few policies and procedures to consider.

Have a plan for site migrations

Be proactive by having a plan any time you do a website migration. You can avoid broken links and confusion on your website by redirecting old pages to new versions with a 301 redirect.

Set up your site structure for success

If you have to internally link to new pages manually, you’re bound to miss some and end up with orphan pages. This is why you should opt for a site structure that handles internal linking for you. 

Most types of CMS do this out of the box. For example, each time we publish a new blog post, WordPress adds an internal link from our blog homepage and archive. 

However, if you’re using a custom solution, you need to ensure the necessary code is in place for a good site structure.

Learn more: Website Structure: How to Build Your SEO Foundation

Remove discontinued products properly

If you run an e‑commerce site, you should remove discontinued products from the catalog (along with all internal links pointing to them) and set a status code of 404 or 410. Failing to remove internal links to such products is a common cause of orphan pages.

If the page has great backlinks and there is an updated or improved version of the product, you may want to consider keeping the page to preserve the backlink equity.

To do this, update the page content to explain why the product is no longer available, including introducing the new design features and linking to the new product page.

This way, the user is not landing on a completely unrelated page or 404.

Run regular site audits

By running the audit every month, you can stay on top of any accidental orphan pages that may slip through the cracks. You can do this easily using the scheduling feature in Ahrefs’ Site Audit.

1649127119 768 How to Find and Fix Orphan Pages The Right Way

Final thoughts

Looking at rows and rows of orphan page errors and trying to make sense of heavy technical jargon is intimidating.

While finding and fixing orphan pages is time intensive, it doesn’t need to be painstaking. Using Ahrefs’ Site Audit and the orphan pages flowchart will help streamline your process.

Got questions? Ping me on Twitter.




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Stop Overcomplicating Things. Entity SEO is Just SEO

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Stop Overcomplicating Things. Entity SEO is Just SEO

“Entity SEO”.

Sounds scary, doesn’t it? Not only does the word “entity” sound foreign, it feels like yet another thing to add to your never-ending SEO to-do list. You’re barely afloat when it comes to SEO, but ohgawd here comes one more new thing to dedicate your scarce resources.

I have good news for you though: You don’t have to do entity SEO.

Why? Because you’re probably already doing it.

Let’s start from the beginning.

In 2012, Google announced the Knowledge Graph. The Knowledge Graph is a knowledge base of entities and the relationships between them.

An entity is any object or concept that can be distinctly identified. This includes tangibles like people, places, and organizations, and intangibles like colors, concepts, and feelings.

For example, the footballer Federico Chiesa is an entity:

The footballer Federico Chiesa is an entityThe footballer Federico Chiesa is an entity

So is the famous British-Indian restaurant Dishoom:

The British-Indian restaurant Dishoom is an entityThe British-Indian restaurant Dishoom is an entity

Entities are connected by edges, which describe the relationships between them.

Introducing the Knowledge Graph helped improve Google’s search results because:

  • Google could better understand search intent — People search for the same thing but describe it in different ways. Google can now understand this and serve the same results.
  • It reduced reliance on keyword matching — Matching the number of keywords on a page doesn’t guarantee relevance; also it prevents crafty SEOs from keyword stuffing.
  • It reduced Google’s computational load — The Internet is virtually infinite and Google simply cannot understand the meaning of every word, paragraph, webpage, and website. Entities provide a structure where Google can improve understanding while minimizing load.

For example, even though we didn’t mention the actor’s name, Google can understand we’re looking for Harrison Ford and therefore shows his filmography:

Google understands Harrison Ford as an entity and can show us his filmographyGoogle understands Harrison Ford as an entity and can show us his filmography

That’s because Hans Solo and Harrison Ford are closely connected entities in the Knowledge Graph. Google shows Knowledge Graph data in SERP features like Knowledge Panels and Knowledge Cards.

Google shows a knowledge panel for Apple, the technology companyGoogle shows a knowledge panel for Apple, the technology company

With this knowledge, we can then define entity SEO as optimizing your website or webpages for such entities.

If Google has moved to entity-oriented search, then entity SEO is just SEO. As my colleague Patrick Stox says, “The entity identification part is more on Google’s end than on our end.”

I mean, if you look at the ‘entity SEO’ tactics you find in blog posts, you’ll discover that they’re mostly just SEO tactics:

  • Earn a Wikipedia page
  • Create a Google Business Profile
  • Add internal links
  • Create all digital assets Google is representing on the page (e.g., videos, images, Twitter)
  • Develop topical authority
  • Include semantically related words on a page
  • Add schema markup

Let’s be honest. If you’re serious about SEO and are investing in it, then it’s likely you’re already doing most of the above.

Regardless of entities, wouldn’t you want a Wikipedia page? After all, it confers benefits beyond “entity SEO”. Brand recognition, backlinks from one of the world’s most authoritative sites (albeit nofollow)—any company would want that.

If you’re a local business, you’ve probably created a Google Business Profile. Adding internal links is just SEO 101.

And billions of blistering barnacles, creating all digital assets Google wants to see, like images and videos, is practically marketing 101. If you’re a Korean recipe site and want to be associated with the kimchi jjigae entity, wouldn’t you already know you need to make a video and have photos of the cooking process?

Google shows images in the knowledge panel for the entity kimchi jjigaeGoogle shows images in the knowledge panel for the entity kimchi jjigae

When I started my breakdance site years ago, I knew nothing about SEO and content marketing but I still knew I needed to make YouTube videos. Because guess what? It’s hard to learn breakdancing from words. I don’t think I needed an entity SEO to tell me that.

Topical authority is an SEO concept where a website aims to become the go-to authority on one or more topics. Call me crazy, but it feels like blogging 101. Read most guides on how to start a blog and I’m sure you’ll find a subheading called “niche down”. And once you niche down, it’s inevitable you’ll create content surrounding that one topic.

If I start a breakdance site, what are the chances I’ll write about contemporary dance or pop art? Pretty low.

In fact, topical authority is similar to the Wiki Strategy, which Nat Eliason wrote about in 2017. There wasn’t a single mention of entities. It was just the right way to make content for the Internet.

I think the biggest problem here isn’t entities versus keywords or that topical authority is a brand-new strategy. It’s simply that many SEOs are driven by short-sightedness or the wrong incentives.

You can target a whole bunch of unrelated keywords that have high search volume, gain incredible amounts of search traffic, and brag about how successful you are as an SEO.

Some of the pages sending HubSpot the most search traffic has barely anything to do with their core product. A page on how to type the shrug emoji? The most famous quotes?

HubSpot's top pages that sends them the most search trafficHubSpot's top pages that sends them the most search traffic

This is not to single out HubSpot—I’m sure they have their reasons, as explored by Ryan here—but to illustrate that many companies do the exact same thing. And when Google stops rewarding this behavior, all of a sudden companies realise they do need to write about their core competencies. They need to “build topical authority”.

I don’t want to throw the baby out with the bathwater because I do see value in the last two ‘entity SEO tactics’. But again, if you’re doing something similar to the Wiki Strategy for your site, chances are you would have naturally included entities or semantically relevant words without thinking too much about it. It’s difficult to create content about kimchi jjigae without mentioning kimchi, pork, or gochujang.

However, to prevent the curse of knowledge or simply to avoid blindspots, checking for important subtopics you might have missed is useful. At Ahrefs, we run a page-level content gap analysis and look out for subtopics:

Open in Content gap feature in Keywords ExplorerOpen in Content gap feature in Keywords Explorer

For example, if we ran a content gap analysis on “inbound marketing” for the top three ranking pages, we see that we might need to include these subtopics:

  • What is inbound marketing
  • Inbound marketing strategy
  • Inbound marketing examples
  • Inbound marketing tools
Content gap report for inbound marketingContent gap report for inbound marketing

Finally, adding schema markup makes the most sense because it’s how Google recognizes entities and better understands the content of web pages. But if it’s just one new tactic—which I believe is already part of ‘standard’ SEO and you might already be doing it—then there’s no need to create a category to define the “new era” (voice SEO, where art thou?)

Final thoughts

Two years ago, someone on Reddit asked for an SEO workflow that utilized super advanced SEO methodologies:

A question on RedditA question on Reddit

The top answer: None of the above.

Comments on RedditComments on Reddit

When our Chief Marketing Officer Tim Soulo tweeted about this Reddit thread, he got similar replies too:

Replies to Tim Soulo's tweetReplies to Tim Soulo's tweet

And even though I don’t know him, this is a person after my own heart:

A tweet agreeing that entity SEO is a fadA tweet agreeing that entity SEO is a fad

You don’t have to worry about entity SEO. If you have passion for a topic and are creating high-quality content that fulfills what people are looking for, then you’re likely already doing “entity SEO”.

Just follow this meme: Make stuff people like.

Midwit meme showing you just need to make stuff people likeMidwit meme showing you just need to make stuff people like

 

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Assigning The Right Conversion Values To Make Value-Based Bidding Work For Lead Gen

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Assigning The Right Conversion Values To Make Value-Based Bidding Work For Lead Gen

Last week, we tackled setting your data strategy for value-based bidding.

The next key is to assign the right values for the conversion actions that are important to your business.

We know this step is often seen as trickier for lead gen-focused businesses than, say, ecommerce businesses.

How much is a whitepaper download, newsletter signup, or online quote request worth to your business? While you may not have exact figures, that’s OK. What you do know is they aren’t all valued equally.

Check out the quick 2-minute video in our series below, and then keep reading as we dive deeper into assigning conversion values to optimize your value-based bidding strategy.

Understanding Conversion Values

First, let’s get on the same page about what “conversion value” means.

A conversion refers to a desired action taken by a user, such as filling out a lead form, making a purchase, or signing up for a newsletter.

Conversion value is simply a numerical representation of how much each of these conversions is worth to your business.

Estimating The Value Of Each Conversion

Ideally, you’d have a precise understanding of how much revenue each conversion generates.

However, we understand that this is not always feasible.

In such cases, it’s perfectly acceptable to use “proxy values” – estimations that align with your business priorities.

The important thing is to ensure that these proxy values reflect the relative importance of different conversions to your business.

For example, a whitepaper download may indicate less “value” than a product demo registration based on what you understand about your past customer acquisition efforts.

Establishing Proxy Values

Let’s explore some scenarios to illustrate how you might establish proxy values.

Take the event florist example mentioned in the video. You’ve seen that clients who provide larger guest counts or budgets in their online quote requests tend to result in more lucrative events.

Knowing this, you can assign higher proxy values to these leads compared to those with smaller guest counts or budgets.

Similarly, if you’re an auto insurance advertiser, you might leverage your existing lead scoring system as a basis for proxy values. Leads with higher scores, indicating a greater likelihood of a sale, would naturally be assigned higher values.

You don’t need to have exact value figures to make value-based bidding effective. Work with your sales and finance teams to help identify the key factors that influence lead quality and value.

This will help you understand which conversion actions indicate a higher likelihood of becoming a customer – and even which actions indicate the likelihood of becoming a higher-value customer for your business.

Sharing Conversion Values With Google Ads

Once you’ve determined the proxy values for your conversion actions, you’ll need to share that information with Google Ads. This enables the system to prioritize actions that drive the most value for your business.

To do this, go to the Summary tab on the Conversions page (under the Goals icon) in your account. From there, you can edit your conversion actions settings to input the value for each. More here.

As I noted in the last episode, strive for daily uploads of your conversion data, if possible, to ensure Google Ads has the most up-to-date information by connecting your sources via Google Ads Data Manager or the Google Ads API.

Fine-Tuning With Conversion Value Rules

To add another layer of precision, you can utilize conversion value rules.

Conversion value rules allow you to adjust the value assigned to a conversion based on specific attributes or conditions that aren’t already indicated in your account. For example, you may have different margins for different types of customers.

Instead of every lead form submission having the same static value you’ve assigned, you can tell Google Ads which leads are more valuable to your business based on three factors:

  • Location: You might adjust conversion values based on the geographical location of the user. For example, if users in a particular region tend to convert at a higher rate or generate more revenue.
  • Audience: You can tailor conversion values based on specific audience segments, such as first-party data or Google audience lists.
  • Device: Consider adjusting conversion values based on the device the user is using. Perhaps users on mobile devices convert at a higher rate – you could increase their conversion value to reflect that.

When implementing these rules, your value-based bidding strategies (maximize conversion value with an optional target ROAS) will take them into account and optimize accordingly.

Conversion value rules can be set at the account or campaign levels. They are supported in Search, Shopping, Display, and Performance Max campaigns.

Google Ads will prioritize showing your ads to users predicted to be more likely to generate those leads you value more.

Conversion Value Rules And Reporting

These rules also impact how you report conversion value in your account.

For example, you may value a lead at $5, but know that these leads from Californian users are typically worth twice as much. With conversion value rules, you could specify this, and Google Ads would multiply values for users from California by two and report that accordingly in the conversion volume column in your account.

Additionally, you can segment your conversion value rules in Campaigns reporting to see the impact by selecting Conversions, then Value rule adjustment.

There are three segment options:

  • Original value (rule applied): Total original value of conversions, which then had a value rule applied.
  • Original value (no rule applied): Total recorded value of conversions that did not have a value rule applied.
  • Audience, Location, Device, or No Condition: The net adjustment when value rules were applied.

You can add the conversion value rules column to your reporting as well. These columns are called “All value adjustment” and “Value adjustment.”

Also note that reporting for conversion value rules applies to all conversions, not just the ones in the ‘conversions’ column.

Conversion Value Rule Considerations

You can also create more complex rules by combining conditions.

For example, if you observe that users from Texas who have also subscribed to your newsletter are exceptionally valuable, you could create a rule that increases their conversion value even further.

When using conversion value rules, keep in mind:

  • Start Simple: Begin by implementing a few basic conversion value rules based on your most critical lead attributes.
  • Additive Nature of Rules: Conversion value rules are additive. If multiple rules apply to the same user, their effects will be combined.
  • Impact on Reporting: The same adjusted value that’s determined at bidding time is also used for reporting.
  • Regular Review for Adjustment: As your business evolves and you gather more data, revisit your conversion values and rules to ensure they remain aligned with your goals.

Putting The Pieces Together

Assigning the right values to your conversions is a crucial step in maximizing the effectiveness of your value-based bidding strategies.

By providing Google Ads with accurate and nuanced conversion data, you empower the system to make smarter decisions, optimize your bids, and ultimately drive more valuable outcomes for your business.

Up next, we’ll talk about determining which bid strategy is right for you. Stay tuned!

More resources: 


Featured Image: BestForBest/Shutterstock

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Expert Embedding Techniques for SEO Success

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Expert Embedding Techniques for SEO Success

AI Overviews are here, and they’re making a big impact in the world of SEO. Are you up to speed on how to maximize their impact?

Watch on-demand as we dive into the fascinating world of Google AI Overviews and their functionality, exploring the concept of embeddings and demystifying the complex processes behind them.

We covered which measures play a crucial role in how Google AI assesses the relevance of different pieces of content, helping to rank and select the most pertinent information for AI-generated responses.

You’ll see:

  • An understanding of the technical side of embeddings & how they work, enabling efficient information retrieval and comparison.
  • Insights into AI Content curation, including the criteria and algorithms used to rank and choose the most relevant snippets for AI-generated overviews.
  • A visualization of the step-by-step process of how AI overviews are constructed, with a clear perspective on the decision-making process behind AI-generated content.

With Scott Stouffer from Market Brew, we explored their AI Overviews Visualizer, a tool that deconstructs AI Overviews and provides an inside look at how Snippets and AI Overviews are curated. 

If you’re looking to clarify misconceptions around AI, or looking to face the challenge of optimizing your own content for the AI Overview revolution, then be sure to watch this webinar.

View the slides below, or check out the full presentation for all the details.

Join Us For Our Next Webinar!

[Expert Panel] How Agencies Leverage AI Tools To Drive ROI

Join us as we discuss the importance of AI to your performance as an agency or small business, and how you can use it successfully.

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