SEO
Google Autocomplete: A Complete SEO Guide
Google Autocomplete is a controversial but powerful search feature.
When you type a word, or even a letter, into Google, it populates a list of search suggestions. That’s what autocomplete is.
SEO professionals, paid search marketers, content marketers, and social media managers can all benefit from using Google Autocomplete to help with different keyword-focused and intent-exploring projects.
On the other hand, Google Autocomplete often makes the news for funny, peculiar, or even offensive habits (often in a negative way).
People use autocomplete constantly, saving thousands of seconds per day, but it has also been blamed for political cover-ups and spoiling movies, TV shows, and video games.
Google Autocomplete can also be a powerful marketing tool. SEO professionals and other digital marketers have used it for years to inform strategy, get keywords, and find the important questions customers are asking.
They can use Autocomplete to better optimize clients’ digital properties and the content and messaging that make them up.
This guide will help you understand the real power this simple but super-helpful feature can do for help with your day-to-day tasks.
What Is Google Autocomplete?
Google’s own words, Google Autocomplete is “designed to make it faster to complete searches that you’re beginning to type.”
It’s integrated across Google Search and other Alphabet properties that use Google, including in the “Omnibox” on Chrome.
Google estimates that, cumulatively, it saves over 200 years of typing every day, and on average reduces typing overall by about 25 percent.
The primary purpose of the Autocomplete dropdown is to cut back on time a user spends typing by offering predictions of what a user may be typing — including for websites using the built-in Google Custom Search Engine feature.
While Autocomplete has been a desktop search feature since late 2004, it has become even more useful as a time-saving feature on mobile devices.
Typing on a mobile device is a bit tougher than doing so on the large keyboards we have grown up with and are accustomed to, so it’s a welcomed tool for providing assistance and saving time for many.
There are several other useful ways that the feature can be used to leverage content ideas, keyword suggestions, intent exploration, online reputation management, and other data-driven tasks.
How Does Autocomplete Work?
Ex-Googler Kevin Gibbs created the project, originally called “Google Suggest” by another former Googler Marissa Mayer.
Google has since moved away from the “Suggest” name since it’s not always offering the most thoughtful, caring, or appropriate predictions.
Google calls the completions it offers “predictions”, not “suggestions.” This is because of how Autocomplete works.
Autocomplete is supposed to help people complete a sentence they were intending – not to suggest a search intent, as with “I’m feeling lucky.” They determine predictions by looking at common searches on Google, including looking at trending searches that might be relevant.
This allows Autocomplete to quickly update and adapt to new search trends and news stories.
Much of Autocomplete’s behavior is computer-generated, with data collected from millions of other Google searches and their results, including the content on those pages. It also takes information from your search history, location, and other data points.
Google has also put a lot of work in, so as to avoid inappropriate or offensive autocomplete suggestions. This means there are both automated and manual removal procedures that can influence what autocomplete suggestions are left.
Autocomplete is also related to the Knowledge Graph, and especially on mobile, it can bring Knowledge Graph suggestions into the prediction.
It wasn’t until 2008 that Google built Autocomplete into its default search engine (it was previously an opt-in feature).
Best Ways to Use Google Autocomplete
1. Keyword Research
It’s a long, tedious, and laborious task, but it’s also the foundation of all SEO strategies– and has been for a long time.
While we may no longer explicitly target keywords, keywords and their related ideas are always going to be an important part of search marketing.
Keyword research is one of the first tasks tackled at the start of an engagement — and carried on throughout the engagement — to understand not just a brand and the content it creates, but also its potential shortcomings, website strengths and weaknesses, and content gaps.
Autocomplete doesn’t do all the work for you in terms of keyword research, but it’s a great place to start at or to use early and often when developing content calendars and general organic search strategies.
Using it (along with other keyword resource tools like Google Keyword Planner and other third-party keyword databases) to get an idea of the right keywords you want to target by considering monthly search frequency, competition, and even cost-per-click (CPC) pricing will do your search strategy justice.
One of the shining advantages of Google Autocomplete is its ability to uncover quality long-tail phrases that are commonly searched across the web.
Since the primary measure for Autocomplete is popularity — based on real searches by users in real-time — the value of Autocomplete lies in its plethora of keyword-level data that you can dig up if you work at it hard and long enough.
As always, be sure you are signed out of Google to ensure you limit personalization for an unbiased look at predictions.
Long-tail keywords are incredibly useful when fulfilling content gaps but also offer endless possibilities in terms of high-value blog posts and educational content within a brand’s niche.
2. Intent Exploration
Understanding user intent is important because it guides the goal of the page, its messaging, its layout, and even imagery. We know pages perform best when they fully satisfy the user intent of a search query.
You can use Autocomplete to better understand user intent, but doing so can be involved and laborious. Taking the time to visit many different web pages in the search results tied to specific predictions is going to take some time, focus, and content consumption. But the information you can mine from this method is invaluable.
Keywords overlap various stages of user intent, and without more keyword context, it can be tough to understand the intent.
Autocomplete will help you not just understand different high-value long-tail keywords and the intent surrounding them, but it will also help marketers recognize the volume of content around specific stages of intent, as well as which long-tail phrases and intent stages could be optimized for as a higher priority.
Of course, for high-value keywords — long-tail or traditional one-, two-, and three-word phrases — it’s important to satisfy all stages of intent as they relate to the high-value keywords.
That’s the idea behind an all-encompassing, quality search strategy. And Autocomplete can help get you there.
3. Online Reputation Management
Autocomplete has been significant in the realm of online reputation management, too.
Remember, when a user searches for your name or your brand name, the first thing they see, even before your site on the SERP (search engine results page), is the Autocomplete predictions tied to that name.
If those predictions are negative, or if even just one of them is negative, it can have a real impact on your business’s performance.
Think about it. You search [Dog Washers Inc] and the first prediction finishes with “loses dog,” you probably won’t feel too keen on bringing your dog there for his next bath.
Same for a restaurant; if you search [Ted’s Seaford Spot] and the prediction finishes with “e. Coli,” I have a pretty good idea of what you’re not eating tonight.
Autocomplete makes up an important part of online reputation management (ORM) and cannot be ignored when working to balance all negative connections made with brands.
One must be vigilant, just like most ORM strategies. Several ways brands can work to offset negative Autocomplete predictions are:
- Take control of your brand’s conversations to ensure the right connections are being made in Google Autocomplete.
- Social media account optimization reinforces the positive connections that may be overshadowed by negative ones.
- Social media content, messaging, and engagement are in line with the optimizations above and the brand’s voice and tone.
- Consistent branding and messaging for profile websites with positive keywords association used elsewhere
- Starting small and making an impact by searching for positive connections for the brand from different locations. Obviously, the more people, the better. But you’d be surprised at the impact it can have.
- Building backlinks to Google SERPs for positive keyword associations with your name; things like [sam hollingsworth seo writer] and [sam hollingsworth handicapper] would be great starts for someone like myself. 😊
- If there are negative autocomplete suggestions, ensure that you have a strategy of how to address them.
4. Content Generation and Exploration
You can also now use Autocomplete for content generation and exploring competitor content for your own content ideas. It’s easy, and interesting, to use Autocomplete alongside other online writing tools, to find out what web users are searching for.
FAQs
Just looking at “who”, “what”, “where”, “when”, and “why” with a few brand-related questions can get you a ton of questions for your FAQ– questions people may already be searching for.
Related keywords
You can do this in many ways, for many reasons. An easy one is “brand name vs.”– Google will autofill with competitors. You can also look at “brand name and” and see what autocomplete finds there– finding ways to expand your brand.
Related topics
If you can find Autocomplete suggestions for related topics, that aren’t covered by your main topic, you might have an edge to grow some content in that niche.
Queries like “how * works” can be invaluable, autocomplete filling in the wildcard space with suggestions. You can also do this to find questions about your brand, questions for content marketing, find problems potential customers are looking for, and even find out if users are looking for certain social media accounts.
Autocomplete Policies
With a history of backlash due to some of its search predictions, Google does manually work to prevent inappropriate Autocomplete predictions when it comes to:
- Sexually explicit predictions.
- Hateful predictions against groups and individuals.
- Violent predictions.
- Danger and harmful activities in predictions.
It also may remove predictions that could be considered spam, facilitate or advocate piracy, or if given a legal request to do so.
Google makes it clear that it removes predictions that relate to any of the above-mentioned situations unless they contain medical or scientific terms that are not malicious.
Looking for Feedback
To better control inappropriate Autocomplete predictions, Google launched its feedback tool and uses the data to make improvements consistently.
For instance, there doesn’t have to be a particular demographic that is being targeted by something hateful in nature; and feedback helps get that discovered faster and easier.
Understanding what people are actually searching for is an essential part of your SEO strategy.
See how you can incorporate Google Autocomplete into your research process. You just might be surprised at the specific keywords and search intent it reveals!
More SEO Resources:
Featured image: Shutterstock/Fonstra
SEO
Google Ads To Phase Out Enhanced CPC Bidding Strategy
Google has announced plans to discontinue its Enhanced Cost-Per-Click (eCPC) bidding strategy for search and display ad campaigns.
This change, set to roll out in stages over the coming months, marks the end of an era for one of Google’s earliest smart bidding options.
Dates & Changes
Starting October 2024, new search and display ad campaigns will no longer be able to select Enhanced CPC as a bidding strategy.
However, existing eCPC campaigns will continue to function normally until March 2025.
From March 2025, all remaining search and display ad campaigns using Enhanced CPC will be automatically migrated to manual CPC bidding.
Advertisers who prefer not to change their campaigns before this date will see their bidding strategy default to manual CPC.
Impact On Display Campaigns
No immediate action is required for advertisers running display campaigns with the Maximize Clicks strategy and Enhanced CPC enabled.
These campaigns will automatically transition to the Maximize Clicks bidding strategy in March 2025.
Rationale Behind The Change
Google introduced Enhanced CPC over a decade ago as its first Smart Bidding strategy. The company has since developed more advanced machine learning-driven bidding options, such as Maximize Conversions with an optional target CPA and Maximize Conversion Value with an optional target ROAS.
In an email to affected advertisers, Google stated:
“These strategies have the potential to deliver comparable or superior outcomes. As we transition to these improved strategies, search and display ads campaigns will phase out Enhanced CPC.”
What This Means for Advertisers
This update signals Google’s continued push towards more sophisticated, AI-driven bidding strategies.
In the coming months, advertisers currently relying on Enhanced CPC will need to evaluate their options and potentially adapt their campaign management approaches.
While the change may require some initial adjustments, it also allows advertisers to explore and leverage Google’s more advanced bidding strategies, potentially improving campaign performance and efficiency.
FAQ
What change is Google implementing for Enhanced CPC bidding?
Google will discontinue the Enhanced Cost-Per-Click (eCPC) bidding strategy for search and display ad campaigns.
- New search and display ad campaigns can’t select eCPC starting October 2024.
- Existing campaigns will function with eCPC until March 2025.
- From March 2025, remaining eCPC campaigns will switch to manual CPC bidding.
How will this update impact existing campaigns using Enhanced CPC?
Campaigns using Enhanced CPC will continue as usual until March 2025. After that:
- Search and display ad campaigns employing eCPC will automatically migrate to manual CPC bidding.
- Display campaigns with Maximize Clicks and eCPC enabled will transition to the Maximize Clicks strategy in March 2025.
What are the recommended alternatives to Enhanced CPC?
Google suggests using its more advanced, AI-driven bidding strategies:
- Maximize Conversions – Can include an optional target CPA (Cost Per Acquisition).
- Maximize Conversion Value – Can include an optional target ROAS (Return on Ad Spend).
These strategies are expected to deliver comparable or superior outcomes compared to Enhanced CPC.
What should advertisers do in preparation for this change?
Advertisers need to evaluate their current reliance on Enhanced CPC and explore alternatives:
- Assess how newer AI-driven bidding strategies can be integrated into their campaigns.
- Consider transitioning some campaigns earlier to adapt to the new strategies gradually.
- Leverage tools and resources provided by Google to maximize performance and efficiency.
This proactive approach will help manage changes smoothly and explore potential performance improvements.
Featured Image: Vladimka production/Shutterstock
SEO
The 25 Biggest Traffic Losers in SaaS
We analyzed the organic traffic growth of 1,600 SaaS companies to discover the SEO strategies that work best in 2024…
…and those that work the worst.
In this article, we’re looking at the companies that lost the greatest amount of estimated organic traffic, year over year.
- We analyzed 1,600 SaaS companies and used the Ahrefs API to pull estimated monthly organic traffic data for August 2023 and August 2024.
- Companies were ranked by estimated monthly organic traffic loss as a percentage of their starting traffic.
- We’ve filtered out traffic loss caused by website migrations and URL redirects and set a minimum starting traffic threshold of 10,000 monthly organic pageviews.
This is a list of the SaaS companies that had the greatest estimated monthly organic traffic loss from August 2023 to August 2024.
Sidenote.
Our organic traffic metrics are estimates, and not necessarily reflective of the company’s actual traffic (only they know that). Traffic loss is not always bad, and there are plenty of reasons why companies may choose to delete pages and sacrifice keyword rankings.
Rank | Company | Change | Monthly Organic Traffic 2023 | Monthly Organic Traffic 2024 | Traffic Loss |
---|---|---|---|---|---|
1 | Causal | -99.52% | 307,158 | 1,485 | -305,673 |
2 | Contently | -97.16% | 276,885 | 7,866 | -269,019 |
3 | Datanyze | -95.46% | 486,626 | 22,077 | -464,549 |
4 | BetterCloud | -94.14% | 42,468 | 2,489 | -39,979 |
5 | Ricotta Trivia | -91.46% | 193,713 | 16,551 | -177,162 |
6 | Colourbox | -85.43% | 67,883 | 9,888 | -57,995 |
7 | Tabnine | -84.32% | 160,328 | 25,142 | -135,186 |
8 | AppFollow | -83.72% | 35,329 | 5,753 | -29,576 |
9 | Serverless | -80.61% | 37,896 | 7,348 | -30,548 |
10 | UserGuiding | -80.50% | 115,067 | 22,435 | -92,632 |
11 | Hopin | -79.25% | 19,581 | 4,064 | -15,517 |
12 | Writer | -78.32% | 2,460,359 | 533,288 | -1,927,071 |
13 | NeverBounce by ZoomInfo | -77.91% | 552,780 | 122,082 | -430,698 |
14 | ZoomInfo | -76.11% | 5,192,624 | 1,240,481 | -3,952,143 |
15 | Sakari | -73.76% | 27,084 | 7,106 | -19,978 |
16 | Frase | -71.39% | 83,569 | 23,907 | -59,662 |
17 | LiveAgent | -70.03% | 322,613 | 96,700 | -225,913 |
18 | Scoro | -70.01% | 51,701 | 15,505 | -36,196 |
19 | accessiBe | -69.45% | 111,877 | 34,177 | -77,700 |
20 | Olist | -67.51% | 204,298 | 66,386 | -137,912 |
21 | Hevo Data | -66.96% | 235,427 | 77,781 | -157,646 |
22 | TextGears | -66.68% | 19,679 | 6,558 | -13,121 |
23 | Unbabel | -66.40% | 45,987 | 15,450 | -30,537 |
24 | Courier | -66.03% | 35,300 | 11,992 | -23,308 |
25 | G2 | -65.74% | 4,397,226 | 1,506,545 | -2,890,681 |
For each of the top five companies, I ran a five-minute analysis using Ahrefs Site Explorer to understand what may have caused their traffic decline.
Possible explanations include Google penalties, programmatic SEO, and AI content.
Causal | 2023 | 2024 | Absolute change | Percent change |
---|---|---|---|---|
Organic traffic | 307,158 | 1,485 | -305,673 | -99.52% |
Organic pages | 5,868 | 547 | -5,321 | -90.68% |
Organic keywords | 222,777 | 4,023 | -218,754 | -98.19% |
Keywords in top 3 | 8,969 | 26 | -8943 | -99.71% |
Causal is a finance platform for startups. They lost an estimated 99.52% of their organic traffic as a result of a Google manual penalty:
This story might sound familiar. Causal became internet-famous for an “SEO heist” that saw them clone a competitor’s sitemap and use generative AI to publish 1,800 low-quality articles like this:
Google caught wind and promptly issued a manual penalty. Causal lost hundreds of rankings and hundreds of thousands of pageviews, virtually overnight:
As the Ahrefs SEO Toolbar shows, the offending blog posts are now 301 redirected to the company’s (now much better, much more human-looking) blog homepage:
Contently | 2023 | 2024 | Absolute change | Percent change |
---|---|---|---|---|
Organic traffic | 276,885 | 7,866 | -269,019 | -97.16% |
Organic pages | 32,752 | 1,121 | -31,631 | -96.58% |
Organic keywords | 94,706 | 12,000 | -82,706 | -87.33% |
Keywords in top 3 | 1,874 | 68 | -1,806 | -96.37% |
Contently is a content marketing platform. They lost 97% of their estimated organic traffic by removing thousands of user-generated pages.
Almost all of the website’s traffic loss seems to stem from deindexing the subdomains used to host their members’ writing portfolios:
A quick Google search for “contently writer portfolios” suggests that the company made the deliberate decision to deindex all writer portfolios by default, and only relist them once they’ve been manually vetted and approved:
We can see that these portfolio subdomains are now 302 redirected back to Contently’s homepage:
And looking at the keyword rankings Contently lost in the process, it’s easy to guess why this change was necessary. It looks like the free portfolio subdomains were being abused to promote CBD gummies and pirated movies:
Datanyze | 2023 | 2024 | Absolute change | Percent change |
---|---|---|---|---|
Organic traffic | 486,626 | 22,077 | -464,549 | -95.46% |
Organic pages | 1,168,889 | 377,142 | -791,747 | -67.74% |
Organic keywords | 2,565,527 | 712,270 | -1,853,257 | -72.24% |
Keywords in top 3 | 7,475 | 177 | -7,298 | -97.63% |
Datanyze provides contact data for sales prospecting. They lost 96% of their estimated organic traffic, possibly as a result of programmatic content that Google has since deemed too low quality to rank.
Looking at the Site Structure report in Ahrefs, we can see over 80% of the website’s organic traffic loss is isolated to the /companies and /people subfolders:
Looking at some of the pages in these subfolders, it looks like Datanyze built thousands of programmatic landing pages to help promote the people and companies the company offers data for:
As a result, the majority of Datanyze’s dropped keyword rankings are names of people and companies:
Many of these pages still return 200 HTTP status codes, and a Google site search still shows hundreds of indexed pages:
In this case, not all of the programmatic pages have been deleted—instead, it’s possible that Google has decided to rerank these pages into much lower positions and drop them from most SERPs.
BetterCloud | 2023 | 2024 | Absolute change | Percent change |
---|---|---|---|---|
Organic traffic | 42,468 | 2,489 | -39,979 | -94.14% |
Organic pages | 1,643 | 504 | -1,139 | -69.32% |
Organic keywords | 107,817 | 5,806 | -102,011 | -94.61% |
Keywords in top 3 | 1,550 | 32 | -1,518 | -97.94% |
Bettercloud is a SaaS spend management platform. They lost 94% of their estimated organic traffic around the time of Google’s November Core Update:
Looking at the Top Pages report for BetterCloud, most of the traffic loss can be traced back to a now-deleted /academy subfolder:
The pages in the subfolder are now deleted, but by using Ahrefs’ Page Inspect feature, it’s possible to look at a snapshot of some of the pages’ HTML content.
This short, extremely generic article on “How to Delete an Unwanted Page in Google Docs” looks a lot like basic AI-generated content:
This is the type of content that Google has been keen to demote from the SERPs.
Given the timing of the website’s traffic drop (a small decline after the October core update, and a precipitous decline after the November core update), it’s possible that Google demoted the site after an AI content generation experiment.
Ricotta Trivia | 2023 | 2024 | Absolute change | Percent change |
---|---|---|---|---|
Organic traffic | 193,713 | 16,551 | -177,162 | -91.46% |
Organic pages | 218 | 231 | 13 | 5.96% |
Organic keywords | 83,988 | 37,640 | -46,348 | -55.18% |
Keywords in top 3 | 3,124 | 275 | -2,849 | -91.20% |
Ricotta Trivia is a Slack add-on that offers icebreakers and team-building games. They lost an estimated 91% of their monthly organic traffic, possibly because of thin content and poor on-page experience on their blog.
Looking at the Site Structure report, 99.7% of the company’s traffic loss is isolated to the /blog subfolder:
Digging into the Organic keywords report, we can see that the website has lost hundreds of first-page rankings for high-volume keywords like get to know you questions, funny team names, and question of the day:
While these keywords seem strongly related to the company’s core business, the article content itself seems very thin—and the page is covered with intrusive advertising banners and pop-ups (a common hypothesis for why some sites were negatively impacted by recent Google updates):
The site seems to show a small recovery on the back of the August 2024 core update—so there may be hope yet.
Final thoughts
All of the data for this article comes from Ahrefs. Want to research your competitors in the same way? Check out Site Explorer.
SEO
Mediavine Bans Publisher For Overuse Of AI-Generated Content
According to details surfacing online, ad management firm Mediavine is terminating publishers’ accounts for overusing AI.
Mediavine is a leading ad management company providing products and services to help website publishers monetize their content.
The company holds elite status as a Google Certified Publishing Partner, which indicates that it meets Google’s highest standards and requirements for ad networks and exchanges.
AI Content Triggers Account Terminations
The terminations came to light in a post on the Reddit forum r/Blogging, where a user shared an email they received from Mediavine citing “overuse of artificially created content.”
Trista Jensen, Mediavine’s Director of Ad Operations & Market Quality, states in the email:
“Our third party content quality tools have flagged your sites for overuse of artificially created content. Further internal investigation has confirmed those findings.”
Jensen stated that due to the overuse of AI content, “our top partners will stop spending on your sites, which will negatively affect future monetization efforts.”
Consequently, Mediavine terminated the publisher’s account “effective immediately.”
The Risks Of Low-Quality AI Content
This strict enforcement aligns with Mediavine’s publicly stated policy prohibiting websites from using “low-quality, mass-produced, unedited or undisclosed AI content that is scraped from other websites.”
In a March 7 blog post titled “AI and Our Commitment to a Creator-First Future,” the company declared opposition to low-value AI content that could “devalue the contributions of legitimate content creators.”
Mediavine warned in the post:
“Without publishers, there is no open web. There is no content to train the models that power AI. There is no internet.”
The company says it’s using its platform to “advocate for publishers” and uphold quality standards in the face of AI’s disruptive potential.
Mediavine states:
“We’re also developing faster, automated tools to help us identify low-quality, mass-produced AI content across the web.”
Targeting ‘AI Clickbait Kingpin’ Tactics
While the Reddit user’s identity wasn’t disclosed, the incident has drawn connections to the tactics of Nebojša Vujinović Vujo, who was dubbed an “AI Clickbait Kingpin” in a recent Wired exposé.
According to Wired, Vujo acquired over 2,000 dormant domains and populated them with AI-generated, search-optimized content designed purely to capture ad revenue.
His strategies represent the low-quality, artificial content Mediavine has vowed to prohibit.
Potential Implications
Lost Revenue
Mediavine’s terminations highlight potential implications for publishers that rely on artificial intelligence to generate website content at scale.
Perhaps the most immediate and tangible implication is the risk of losing ad revenue.
For publishers that depend heavily on programmatic advertising or sponsored content deals as key revenue drivers, being blocked from major ad networks could devastate their business models.
Devalued Domains
Another potential impact is the devaluation of domains and websites built primarily on AI-generated content.
If this pattern of AI content overuse triggers account terminations from companies like Mediavine, it could drastically diminish the value proposition of scooping up these domains.
Damaged Reputations & Brands
Beyond the lost monetization opportunities, publishers leaning too heavily into automated AI content also risk permanent reputational damage to their brands.
Once a determining authority flags a website for AI overuse, it could impact how that site is perceived by readers, other industry partners, and search engines.
In Summary
AI has value as an assistive tool for publishers, but relying heavily on automated content creation poses significant risks.
These include monetization challenges, potential reputation damage, and increasing regulatory scrutiny. Mediavine’s strict policy illustrates the possible consequences for publishers.
It’s important to note that Mediavine’s move to terminate publisher accounts over AI content overuse represents an independent policy stance taken by the ad management firm itself.
The action doesn’t directly reflect the content policies or enforcement positions of Google, whose publishing partner program Mediavine is certified under.
We have reached out to Mediavine requesting a comment on this story. We’ll update this article with more information when it’s provided.
Featured Image: Simple Line/Shutterstock
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