SEO for Google’s AI Fan-Out Results

Google introduced “fan-out” search results in a March 2025 blog post announcing AI Mode, its expanded version of AI Overviews. The term is new, but the concept is not.

Google’s algorithm has long moved beyond merely matching keywords. It now interprets what searchers are looking for. This intent-based approach is also known as thematic or semantic search.

Similarly, AI Mode “fans out” beyond searchers’ initial queries to address likely follow-ups. A single AI Mode response could include what once required multiple searches. Google’s March post included an example of a searcher seeking the best smartwatch for sleep tracking. An AI Mode answer could fan out to address related topics, such as explaining sleeping heart rates.

Yet keyword research remains essential. The words and phrases of prospects reveal their needs and shopping journeys.

And optimizing those keywords is crucial for citations and sources in AI Overviews. One tactic is to use Gemini, Google’s AI chatbot that powers Overviews and AI Mode.

Here’s how.

Use Gemini

First, generate keywords.

  • For existing pages, access Search Console’s “Performance” > “Queries” tab. Enter the URL for the “Page” filter to limit the query report for that content. Then download the final report as a CSV file.

In Gemini, upload the keyword file and enter the following prompt:

Here’s my target keyword list. What are the fan-out subqueries or facets related to these topics?

I uploaded a CSV file of approximately 500 keywords related to “website maintenance costs.” Gemini’s response, below, was very helpful. (I’ve bolded words for emphasis.) Answering many of its questions would enhance a website maintenance article.

Primary Topic: Website Maintenance and Running Costs
Core Query Theme: “How much does it cost to maintain/run a website?”
Fan-out Subqueries/Facets:

1. Cost Breakdown & Components

    • “What are the typical recurring costs for a website?”
    • “How much does website hosting cost per month/year?”
    • “What is the average cost of a domain name?”
    • “How much should I budget for website security (SSL, firewalls)?”
    • “What are the costs associated with website content updates or management?”
    • “What is the cost of website development or new feature implementation?”
    • “Are there hidden costs of website ownership?”
    • “Cost of plugins, themes, or extensions for platforms like WordPress.”

2. Factors Influencing Cost

    • “What factors increase or decrease website maintenance costs?”
    • “Does website complexity affect maintenance cost?”
    • “How does the type of website (e-commerce, blog, portfolio) impact running costs?”
    • “Is a custom-built website more expensive to maintain than a template-based one?”
    • “Does the frequency of updates influence maintenance expenses?”
    • “What’s the difference in cost between DIY website maintenance and hiring a professional?”

3. Importance & Benefits of Maintenance

    • “Why is website maintenance important for security?”
    • “How does regular maintenance improve website performance and speed?”
    • “What role does website maintenance play in SEO (Search Engine Optimization)?”
    • “How does maintenance impact user experience and conversions?”
    • “What are the risks of not maintaining a website?”

4. Types of Maintenance

    •  “What does website technical maintenance involve?”
    • “What is included in website security maintenance?”
    • “What is content maintenance for a website?”
    • “What is ‘preventative maintenance’ for a website?”

5. Solutions & Services

    • “What are common website maintenance packages or plans?”
    • “What tools are available for website maintenance (monitoring, backups)?”
    • “Should I use a website maintenance service or do it myself?”
    • “Comparison of website maintenance services and their pricing.”

6. Comparative Analysis & Alternatives

    • “How do website maintenance costs compare across different platforms (WordPress, Shopify, Wix, Squarespace)?”
    • “Is it cheaper to rebuild a website than to maintain an old one?”
    • “What are the long-term costs of a website?”
    • “Cost of maintaining a small business website vs. a large enterprise site.”

7. Related Services & Value

    • “Does website maintenance include SEO or marketing services?”
    • “What is the ROI (Return on Investment) of regular website maintenance?”

Gemini’s Reasoning

For the best prompts, run Gemini and open the “Show thinking” option (available in 2.5 Pro). Then follow Gemini’s logic to understand how it treats your core topic.

For example, I entered this prompt and then clicked “Show thinking”:

Where to buy designer shoes online. I’d like to be able to try them on.

Gemini’s “Show thinking” option explains how it treats a core topic. Click image to enlarge.

Gemini’s reasoning was eye-opening in terms of how it can help shoppers. (Words are bolded by me.)

I’m starting my search for online designer shoe retailers with “try before you buy” programs. I’m also looking for luxury stores with free returns and exchanges, focusing on options with the best return policies for my needs.

Compiling program details

My focus is now on compiling a detailed list of “try before you buy” options for designer shoes. I’m actively comparing return policies, specifically looking at restocking fees and shipping costs across various retailers and personal styling services. The goal is to identify the best value and flexibility for trying on shoes at home. I am ready to start compiling a list of top options for the user.

Expanding search scope

I’ve moved beyond the initial “try before you buy” focus. Subscription services, like JustFab and ShoeDazzle, emerged, though their designer offerings might be limited. My focus also shifted to retailers with liberal return policies, essentially facilitating home try-ons. DSW, Nordstrom, and Zappos surfaced as promising. I’m now also exploring personal styling services that include home try-on components.

Refining search criteria

I’ve moved on to the second part of the plan: detailing the specific “try-on” policies. I’m focusing on costs, trial periods, and brand selections for each retailer and service. I’m structuring the information into “Try Before You Buy,” “Retailers with Free Returns,” and “Personal Styling Services” to ensure clarity. I’m now investigating the designer shoe selection for services like Stitch Fix and Wantable.

Gemini suggested options beyond the initial prompt:

  • “Try Before You Buy”
  • “Retailers with Free Returns”
  • “Personal Styling Services”

It also generated a comparison chart of options meeting one or more of those options:

A comparison table of shoe retailers/services—Amazon Prime Try Before You Buy, Nordstrom, and Zappos—detailing their try-on policies, designer brand selection, return periods, shipping/return costs, and key features. Amazon allows customers to try up to 6 items at home for 7 days with no upfront charge. Nordstrom offers extensive high-end selections with no time limit on returns. Zappos allows 365-day returns. All offer free shipping and returns. Highlighted features include Amazon’s “Try Before You Buy,” Nordstrom’s customer service, and Zappos’s long return window. The right panel lists sources, including WeSupply Labs, Nordstrom, and Zappos.

Gemini suggested options beyond the initial prompt and generated a comparison chart. Click image to enlarge.

Note Gemini’s sources and citations from ecommerce brands. Thus to appear in AI Overviews, work on your site’s content explaining core values and needs of prospects, such as shipping, returns, unique products, free virtual help with installation, and more.

Additional Tools

Ultimately, adjust your content based on your knowledge of the niche and target audience. Third-party keyword tools can help brainstorm (i) related queries to expand your keyword list and (ii) related questions of the problems behind the queries.

How Keywords Drive Helpful Content

Keyword rankings no longer guarantee organic traffic.

A decade ago, we could estimate traffic to pages in Google’s top three organic positions based on keyword search volume. No more. Traffic is much more difficult to predict due to new search-result features and dynamic AI overviews.

Moreover, the impact of keywords is less predictable as people use voice search and generative AI.

Hence many professional search optimizers claim keyword research is meaningless.

That is wrong.

The benefits of keyword research are greater than organic search rankings. It reveals where prospects are in the shopping journey and what they know about a topic.

For example:

  • Consumers exploring a topic or problem presumably use generic keywords. They are less likely to convert right away, but the chances improve if they discover your brand or product.
  • Searchers using niche terms and industry jargon are more informed and likely to purchase soon.

In both scenarios, knowing those keywords helps target would-be buyers and create relevant content. The former — consumers new to the journey — likely benefit from definitions and explanatory guides.

The latter — folks using industry terms — require actionable content such as features or assembly instructions. Definitions would only distract them and may constitute filler (unhelpful) content by Google’s algorithm.

For example, a guide for increasing web traffic would likely include these keywords:

  • “increase website traffic”
  • “how to promote your website”
  • “improve website hits”
  • “how to do SEO”
  • “how to rank higher on google”
  • “how to increase SEO”

We could conclude:

  • “increase website traffic” implies folks who recognize the need for traffic but don’t know how to generate it.
  • “how to promote your website” suggests searchers are exploring options.
  • “improve website hits” are likely searchers starting their research, using “hits” instead of “traffic.”
  • “how to do SEO” suggests searchers with a vague understanding, requiring beginner steps and explanations.
  • “how to rank higher on google” indicates folks who understand “ranking” but require advanced instruction.
  • “how to increase SEO” suggests beginners because advanced practitioners would not likely use that term.

We could now group similar keywords based on intent and formulate content accordingly. We could decide, for example, to focus on beginners or pros based on our target prospects.

We could then query AI for topic ideas. I did that by prompting Gemini with the above keywords. Here’s the output.

Keyword Volume SEO Expertise (Gemini) Content Type (Gemini) Content Elements (Gemini)
increase website traffic 1,300 Beginner Introductory guides, blog posts, checklists, infographics Basic explanations of traffic sources (organic, social, paid), actionable tips for beginners, easy-to-follow steps, visuals, downloadable resources.
how to promote your website 590 Beginner Beginner’s guides, step-by-step tutorials, articles Overview of various promotion methods (SEO, social media, email, etc.), focus on foundational strategies, clear and concise language.
improve website hits 590 Beginner Educational, explaining the shift from “hits” to meaningful metrics like sessions and users Explanation of key SEO metrics (organic traffic, bounce rate, time on page, conversions), why “hits” is less relevant, how to track meaningful data.
how to do seo 2,400 Beginner to Intermediate Comprehensive guides, in-depth articles, video tutorials, courses Explanation of core SEO concepts (keyword research, on-page, off-page, technical), practical examples, step-by-step instructions, downloadable templates.
how to rank higher on google 2,400 Beginner to Intermediate Detailed guides, blog posts focusing on specific ranking factors, case studies Explanation of Google’s ranking factors, actionable tips for improvement (content optimization, link building, user experience), real-world examples.
how to improve seo 1,600 Intermediate Advanced guides, blog posts on specific SEO tactics, case studies, webinars Focus on more nuanced strategies (content audits, technical SEO, advanced link building), data-driven insights, in-depth analysis.
how to increase seo 1,300 Intermediate Advanced guides, blog posts on specific SEO tactics, case studies, webinars Similar to “how to improve seo,” but may also include topics like scaling SEO and measuring ROI.

Gemini’s analysis was helpful, but not its “how to increase SEO” suggestion. ChatGPT was different.

Keyword Volume SEO Expertise (ChatGPT) User Intent (ChatGPT) Content Type & Elements (ChatGPT)
increase website traffic 1,300 Beginner Looking for general ways to get more visitors Blog post or guide, listicle style (e.g., “10 Proven Ways…”), visual diagrams, beginner-friendly SEO terms.
how to promote your website 590 Beginner Seeking promotion strategies (possibly beyond SEO) Educational blog post, includes SEO, social, email, PPC; use examples, infographics, and checklists.
improve website hits 590 Beginner Non-technical term for traffic growth Foundational guide; explain traffic vs. hits, SEO basics, include visuals, and “quick wins” section.
how to do seo 2,400 Beginner to Intermediate Learning SEO from scratch SEO starter guide, including glossary, step-by-step with visuals; embed video tutorials.
how to rank higher on google 2,400 Intermediate Interested in actionable tactics for ranking Tactical content (on-page SEO, backlinks, core web vitals); case studies, actionable tips, and tool guides.
how to improve seo 1,600 Intermediate Already doing SEO, looking to optimize further Advanced checklist or audit guide, SEO tools comparison, downloadable templates.
how to increase seo 1,300 Beginner to Intermediate The broad goal of boosting SEO Explainer with examples, keyword research basics, link-building strategies, FAQ format helpful.

All three analyses — mine, Gemini, ChatGPT — contribute useful info, but humans must ultimately decide based on their expertise and experience.

There’s no need to create separate pages for each keyword. Instead, group keywords based on:

  • Primary search intent,
  • Semantic similarity,
  • Searchers’ knowledge.

In short, keyword analysis helps create better content, much more than rankings alone.

Search Volume Tools for Marketers

Understanding keyword trends is key for organic and paid search performance.

Search terms rise and fall in popularity. The movements impact decisions such as naming products, launching marketing campaigns, and developing content.

Here are four tools to identify year-over-year keyword trends.

SEOmonitor

SEOmonitor is a rank tracking platform that pulls search volume from Google Ad’s Keyword Planner.

The YoY search trends (expressed as a positive or negative percentage) compare the keyword volumes from the last month to the same month of the previous year. If the volume exceeds +200%, the trend appears as a multiplier.

Pricing starts at €99 ($107) per month with a free trial.

Screenshot of an SEOmonitor comparison chart.

SEOmonitor compares last month’s keyword volumes to those of the same month in the previous year. Click image to enlarge.

Semrush

Semrush, a multi-feature search platform, provides comprehensive keyword volume info, including keyword magic (for discovery), competitive analysis, and rank tracking.

Semrush says it relies on multiple sources for its search volume reports — Keyword Planner and “clickstream data acquired from reliable sources.” It’s the only tool on this list with a proprietary metric beyond Google-supplied metrics.

Semrush retains historical search volume data for many years, handy for analyzing long-term keyword trends. I’ve pulled high-volume keyword stats as far back as 2012, for example.

Pricing for Semrush starts at $140 per month with a free trial.

Semrush retains historical search volume data for years, such as this example for “ecommerce” in 2012. Click image to enlarge.

Advanced Web Ranking

Advanced Web Ranking is a rank-tracking platform that reports the average search volume for any query based on Keyword Planner data.

In the ranking tracking chart, the percentage displayed alongside Search Volume shows the YoY movements — queries from the latest full month compared to the same month last year.

Prices for Advanced Web Ranking start at $99 per month with a free trial.

Advanced Web Ranking reports average YoY search volume based on Google’s Keyword Planner for any query. Click image to enlarge.

Glimpse (+Google Trends)

Glimpse offers a Chrome extension that enhances Google Trends reports with search volume info and movements in the past month, quarter, and year.

Glimpse’s Chrome extension enhances Google Trends reports with monthly, quarterly, and annual search volume, such as this example for “ecommerce.” Click image to enlarge.

The tool also provides keyword seasonality analysis, such as this assessment for “ecommerce”:

Interest in “ecommerce” remains fairly stable throughout the year, with slight increases around mid-summer in July, suggesting a potential increase in online shopping activities or preparations for upcoming sales events. However, the trend demonstrates minor declines as the year progresses towards the holiday season, particularly in October, November, and December, possibly due to increasing consumer focus on traditional retail or other seasonal activities during the holiday period.

Google Trends reports only popular keywords, not niche or long-tail queries. Thus Glimpse is helpful mostly for generic competitive terms.

​Glimpse’s Chrome extension is free for 10 monthly searches. Paid plans with unlimited searches start at $49 per month.

Why you should use synonyms and related keywords

Using the right keywords is essential in SEO. Because using the words your audience searches with will help your posts and pages rank. That’s why we always tell you to try to find the perfect keywords for optimizing your articles. So, after finding the perfect keyword, why shouldn’t you use it repeatedly? Why would you use synonyms and related keywords? It might seem contradictory, but correctly using synonyms and related keywords can improve your rankings.

Table of contents

It’s important to know the difference between synonyms and related keyphrases. Synonyms are words or phrases that mean the same thing or are very similar. Using them in SEO can help diversify your content and capture different variations of a keyword that people might use in searches. For example, “car” and “automobile” mean the same thing, so they are synonyms.

On the other hand, related keyphrases are terms that aren’t necessarily synonyms but are still connected to the main keyword in context. They help capture broader search intent by covering topics and ideas related to your primary keyword. For instance, if your main keyword is “puppy training,” related keyphrases might include “puppy behavior classes” or “puppy command basics.”

Incorporating synonyms and related keyphrases into your content can make it more relevant. This approach increases your chances of ranking for various search queries.

Variation is key

The main reason to use synonyms and related keywords in your text is to make it much easier to read. If you write a text about ‘candy’ and use the word ‘candy’ in every other sentence, your text will not flow naturally and become unreadable. Your readers will most likely stop reading and leave your page or post. You’ll lose your audience. That’s why you should aim for variation in your writing. For example, ‘sweets’ and ‘delicacy’ could be synonyms for ‘candy’. Related keywords could be ‘chocolate’ and ‘sugar,’ which aren’t synonyms for ‘candy’ but are related to it and can, therefore, still be relevant for your text. We’ll get into that later on in this post.

So, for your text to be attractive and engaging, it should be varied. This can be done in different ways. For instance, you can try to alternate long sentences with shorter ones. Longer sentences are often more difficult to process, and using shorter sentences makes your text easier to read. You can also try to alternate the sequence of words to avoid too much repetition in your sentences.

But the most important thing is to vary with the exact words you use. Especially if you’re trying to rank for a long-tail keyphrase consisting of several words, such as ‘candy store New York’. Using that exact keyphrase in many of your sentences will make your text awful to read. Using synonyms and related keywords, on the other hand, allows you to make a text much more attractive while still being able to focus on your chosen keyphrase.

What about keyword density?

Of course, it’s important to regularly use your focus keyword and be aware of your keyword density. But you shouldn’t overdo it. In the old days, SEOs tended to stuff their texts with their keyword as much as possible. That way, Google would understand the text and rank it accordingly. But Google has come a long way since then. It can read and understand texts perfectly well and is getting smarter daily.

We’ll give you an example. If you type in ‘best candy store New York’ on Google, the results will show pages about ‘candy stores’ and ‘candy shops’. Google understands that ‘store’ and ‘shop’ are synonyms and treats them as such. 

Snippets from the search result page for the search ‘best candy store New York’

This doesn’t take away from the fact that you should still use your focus keyword a few times throughout your post. After all, the focus keyword is still the word or phrase your audience was searching for. These are the words your audience uses and will expect to find in your text. That exact match remains important. But, to avoid using your keyword too many times – also called keyword stuffing – you can use synonyms and related keywords. That way, you can rank on these keywords while keeping your text attractive and readable.

Yoast SEO can help you find related keyphrases based on your focus keyword, saving you time and hassle. All you need to do is click the button to ‘Get related keyphrases’; you’ll find it right underneath your focus keyword in the Yoast sidebar. You’ll see a list of related keywords and search trend data when you click that button.

the related keyphrases feature in yoast seo showing results related to backpack essentials
This is how the related keyphrases feature looks in Yoast SEO

As a Yoast SEO Premium or Yoast SEO for Shopify users, you can add up to five related keyphrases to your SEO analysis. This lets you optimize your text for these additional terms similarly to your focus keyphrase. As always, you’ll see our familiar feedback bullets to guide you. If you’re a Yoast SEO Free user, you can explore related keyphrases using the tool, but you won’t be able to add these to your SEO analysis.

Yoast SEO can help you balance the use of your keyword, synonyms, and related keywords by recognizing word forms in different languages. If you want to know more, you can read about the related keywords feature in Yoast SEO for WordPress and the related keywords featured in Yoast SEO for Shopify.

The usage of synonyms versus the use of focus keywords is no exact science. The most important criterion is the way readers will experience your text. So, read and re-read it. Is it engaging and easy to read? Or are you getting annoyed by the constant use of a certain term? Be critical of your writing and ask others for feedback on your text. 

As mentioned earlier, you can add your related keywords to the analysis in Yoast SEO Premium and Yoast SEO for Shopify. By adding these, the plugin can check whether you’re using them in your text. Your focus keyword remains the most important keyword, though, and that’s why the plugin is less strict in its analysis of your related keyphrases.

related keyphrases in yoast seo expand the terms you are ranking for
You can add keyphrases that are related to your focus keyphrase in Yoast SEO Premium and Yoast SEO for Shopify

You’ll also be able to add synonyms of your focus and related keywords when you use our Premium SEO analysis or Yoast SEO for Shopify. These analyses include checks to ensure you’ve used these synonyms in your text and your meta description, introduction, subheadings, or image alt text. Moreover, our keyphrase distribution check will reward you for alternately using your keyphrase and its synonyms throughout your text.

synonyms in yoast seo help expand the vocabulary in the article
You can add multiple synonyms for your focus keyphrase in Yoast SEO Premium and Yoast SEO for Shopify

As we said earlier, Google has come a long way since the early days of SEO. It can understand texts, consider related concepts and synonyms, and recognize related entities. All this allows it to serve its users the best results. And part of being the best result is ensuring your texts are easy to read. Google wants to serve readable texts.

So make sure you deliver! Think of synonyms for your keyword or keyphrase and use them to your advantage. Take a moment to come up with a few alternatives for your keyword. But also think of topics that are strongly related to your keyword. You’ll notice that writing a naturally flowing text becomes much easier when you don’t have to use your focus keyword in every other sentence. Using synonyms and related keyphrases helps Google understand the context of your text, which increases your chances of ranking!

Conclusion

Focus keywords remain essential. These are the words your audience is searching for. People searching for ‘candy’ will probably not click on a result with ‘delicacy’ in the text. If you search for ‘candy’, you’ll expect to see the exact word in the search results. So, matching the keywords of your audience remains important.

Using synonyms and related concepts helps you write a text on topic and full of the proper entities. Repeating the same keyword over and over again hurts the readability of your text, especially if you’re optimizing for a long-tail keyword. Furthermore, using synonyms and related keywords may create ranking opportunities you’d otherwise have missed. If you need help with that, Yoast SEO Premium and Yoast SEO for Shopify offer extra features to ensure your content is readable and rankable.

Read more: Does readability rank? On ease of reading and SEO »

Coming up next!

Enhance keyword research with Yoast SEO and Semrush

In SEO, using top tools is key. Yoast and Semrush have joined forces to combine their technologies. This integration benefits WordPress and Shopify users by improving their SEO work. Yoast SEO offers easy-to-use SEO features, while Semrush brings solid data that can be used for keyword research. This article will explore the Related Keyphrase feature, which uses Semrush’s keyword data.

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Why integrate Yoast SEO with Semrush?

SEO involves more than just content optimization; it requires understanding the search landscape and adopting strategies. The Yoast SEO and Semrush integration offers powerful tools for various SEO areas, like finding keywords, planning, implementation, and analysis.

Benefits for WordPress users

Benefits for WordPress users include enhanced keyword research. You can access Semrush’s vast database from the WordPress editor to find and apply effective related keywords. Get real-time SEO suggestions to refine your content as you write using current SEO data. This integration simplifies your work. You don’t have to jump between tools and platforms as much, so you can concentrate on writing content that ranks.

Advantages for Shopify store owners

Advantages for Shopify store owners include access to ecommerce keywords. These insights help drive targeted traffic to your store. Conduct SEO health checks to analyze and optimize product descriptions and meta tags, ensuring full SEO compliance. Integrating targeted keywords into your Shopify store’s content enhances visibility and boosts conversion potential.

Setting up the integration is simple for both WordPress and Shopify users. Connect your Semrush account to Yoast through the plugin or app interface. This lets you access keyword analytics and SEO advice right in your dashboard. If you haven’t installed Yoast SEO yet, start there. We offer a guide to help you with the setup.

Finding related keyphrases

Related keyphrases, or related keywords, are terms linked to your main keyword. They boost your content’s relevance, which helps search engines grasp your page’s topic and details. Adding related keyphrases makes your content more comprehensive and informative. This enhances its visibility in search results, as search engines favor pages that cover a topic thoroughly.

Using related keyphrases also avoids keyword stuffing, leading to more natural, reader-friendly text. This approach attracts more organic traffic and helps your content rank for a wider range of search queries.

Getting started with related keyphrases

Navigate to the post or page you wish to optimize in the content editor. To access the Semrush tool, locate the Focus keyphrase section and enter your main focus keyphrase. Then, click the Get related keyphrases button, and a pop-up will appear.

Enter your focus keyphrase and click the Get related keyphrase button to access the Semrush pop-up

Semrush presents related keyphrases in the pop-up, including search volume, search intent, difficulty, and trends. For more detailed insights or to explore further, use the Keyword Magic Tool in Semrush. Alternatively, use your preferred keyword research tools to gather additional insights.

Search volume and difficulty data help understand popularity

Semrush’s search volume data shows how often users search for a specific keyword or keyphrase each month. This metric highlights the keyword’s popularity and demand. High search volume suggests strong interest, while low volume indicates fewer searches. You can use search volume data to identify trends over time, spotting seasonal or emerging keywords. Analyzing these volumes helps you gauge your content’s potential reach and find high-demand keywords to target.

However, high search volumes often mean high competition. Balancing search volume with keyword difficulty is key. Keyword Difficulty measures how hard it is to rank in the top ten for a keyword, ranging from 0% to 100%. Lower percentages mean less competition, making it easier to rank, while higher percentages indicate tough competition requiring significant effort.

Yoast SEO shows intent, volume, trend and difficulty data for suggested keyphrases

Semrush and search intent

Semrush provides tools to integrate search intent into your keyword research. Understanding search intent allows you to tailor content to user needs, improving rankings and attracting relevant traffic.

Semrush offers a search intent metric for each keyword, helping you identify whether a keyword is navigational, informational, commercial, or transactional. This insight lets you align your content with user searches. For instance, commercial intent keywords might lead to content focused on comparisons or reviews, while transactional keywords benefit from clear calls-to-action.

You can explore keywords based on search intent using Yoast SEO’s Related Keyphrases tool. This helps you target the most relevant keywords for your content goals. You might focus on informational keywords for a blog aimed at new audiences. For an ecommerce site, combining commercial and transactional keywords can attract potential buyers to your product pages.

Yoast SEO also shows search intent and keyword difficulty data from Semrush

Integrating related keyphrases into your content

Select the most relevant and beneficial related keyphrases from the list provided by Semrush. Focus on search volume, difficulty, and how they relate to your main topic. You can add up to four additional related keyphrases to your content. Yoast SEO will factor in these related keyphrases when analyzing your content and offering suggestions for improvement.

Incorporate related keyphrases naturally

After selecting the best keywords, add them naturally to your content. Avoid keyword stuffing. Use related keyphrases in sections like subheadings, bullet points, and within the body text. Ensure they complement the primary keyphrase and enrich the content’s context.

Include related keyphrases in meta descriptions and image alt texts to expand your content’s relevance. Yoast SEO will give feedback on their integration and suggest improvements.

Analyze and optimize

Once you’ve integrated the related keyphrases, check the analysis from Yoast SEO. The plugin will offer tips for further optimization. Focus on readability and overall keyword usage. Adjust your content based on Yoast SEO’s suggestions to ensure it’s optimized for primary and related keyphrases.

Better keywords with Semrush and Yoast SEO

The Yoast SEO and Semrush integration is a great tool for marketers, content creators, and ecommerce professionals. This partnership helps improve your SEO on WordPress and Shopify by combining data-driven keyword research with practical SEO implementation.

Enhance your SEO by connecting Yoast SEO and Semrush today. Experience the benefits of integrated SEO tools right at your fingertips. Have fun exploring the integration!

Coming up next!

What is search intent and why is it important for SEO?

SEO is a way to get more traffic to your website. By ranking high on Google, you attract more people to your site, which leads to more sales and returning visitors. You must optimize your content for the right words to get people to your site. However, you should consider search intent to increase your chances of ranking, convincing people to buy your stuff, subscribing to your newsletter, or even returning to your website. In this post, we’ll tell you what search intent is and how you can optimize your content for search intent.

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What is search intent?

Search intent (or user intent, audience intent) is the term used to describe the purpose of an online search. It’s the reason why someone conducts a specific search. After all, everyone who does an online search hopes to find something. But is someone looking for an answer to a question they have? Are they looking to visit a specific website? Or are they searching online because they want to buy something? Many of these types of searches are part of the user journey online, but often they represent different stages.

Over the years, Google has worked hard to improve its algorithm to determine people’s search intent. Google wants to rank pages that best fit the search term someone is using and the search intent behind the search query. That’s why you need to make sure that your post or page fits your audience’s search intent.

Four main types of search intent

There are a few distinct types of search intent. We’ll go into the four most commonly used ones, but we’ll start with an infographic describing the four types in short:

There are four main types of search intent

1. Navigational intent

The first type of search intent is called navigational intent. People with this intent want to visit a specific website. For example, people searching for [Facebook] online are usually on their way to the website. So, you want to make sure that your website can be found when someone searches for your company’s name online.

an example of a navigational search, in this case for yoast
Google’s search results for the term [Yoast]

Remember that ranking high for a navigational term is mainly beneficial if your site is what people are looking for. Years ago, we had a Google Analytics plugin that ranked well for the term [Google Analytics]. But that didn’t drive any traffic to our site. People searching for [Google Analytics] specifically were looking for the Google Analytics website and were often not interested in our plugin.

2. Informational intent

On to informational intent. People looking for information do lots of searches on the internet. This could be information about the weather, educating children, SEO, you name it. People with informational intent have a specific question or want to know more about a topic.

an example of an informational search for the term tomato sauce in google
Google’s search results for the term [omato sauce]

You should know that Google understands intent beyond simply showing results that give information about a specific term. It knows, for instance, that people looking for [tomato sauce] are most likely looking for recipes, not for the sauce’s culinary history. It understands that most people typing in [Mercury] are looking for the planet, not the element. Google even understands it’s handy to include videos and images for search terms, like [how to build a bird feeder].

3. Commercial investigation

Some people intend to buy in the (near) future and use the web to research. What washing machine would be best? Which WordPress SEO plugin is the most helpful? These people also have transactional intent but need more time and convincing. These types of search intents are usually called commercial investigating intents.

google results with more commercial information about washing machines
Google’s search results for the term [best washing machines 2024]

4. Transactional intent

The fourth type of search intent is transactional intent. Many people buy stuff online and browse the web to find the best purchase. People are searching with transactional intent when they intend to buy something at that moment. That means that they already know exactly what they want to buy and want to get to that product page immediately.

google search result for an ikea lamp showing places to buy
Google’s search results for the term [IKEA PS 2014]

Keyword intent

People’s words in their search queries give us insight into user intent. This also works the other way around. By formulating keywords with intent-specific words, you can increase your chances of being seen by people with matching search intent.

What do we mean by intent-specific words? Well, keywords with transactional intent will often contain words like:

  • buy
  • deal
  • discount
  • product names

To give another example, informational searches can (but don’t necessarily have to) contain words like:

  • information
  • how to
  • best way to
  • why

How to optimize your content for search intent

Why are we telling you this? Because you want to ensure that a landing page fits your audience’s search intent. If people are looking for information, you don’t want to show them a product page. At least, not immediately. You’ll scare them away. But if someone wants to buy your product and lands on one of your lengthier blog posts, you might lose them. In this case, you want to lead them to your shop and the right product page.

Optimizing your product pages for commercially driven keywords is a good idea. For instance, if you sell dog vitamins, you could optimize a product (category) page for the search term [buy dog vitamins]. Perhaps you also have an article about administering vitamins. You could optimize that article for the search term [how to give vitamins to my dog] and aim it at people with informational intent.

Research your audience’s search intent

Sometimes, it can be quite hard to determine the search intent of a query. And perhaps different users that use the same search term will have a (slightly) different user intent. Luckily, there is a direct source to look at to know which intent fits your keywords best: the search results pages. Find out how you can use the results pages to create intent-based content.

If you want to know more about your audience’s search intent, another way is to ask them. Create a short survey containing questions about what people are searching for, and make that survey pop up when people visit your website. That’ll give you valuable insights into your audience and their intent. Please don’t be too intrusive with these kinds of pop-ups, as this can hurt the user experience on your website.

Search intent in Yoast SEO with Semrush

Aiming your content with the right intent is important, but it becomes even more important for ecommerce content. Here’s how to apply this with a focus on ecommerce.

Start by identifying the intent behind your main keyword. In ecommerce, this often revolves around transactional or commercial investigation intents. If users are ready to buy (“transactional”), your content should guide them toward purchasing. If they’re still researching (“commercial investigation”), provide comparisons, reviews, or detailed product information.

Look for related keyphrases that match these intents. Use tools like the Semrush integration in Yoast SEO to find variations that potential customers might use. For a keyword like “buy running shoes online,” related phrases could include “discount running shoes,” “running shoes with free shipping,” or “best price running shoes.”

In the Yoast SEO Related Keyphrases interface, the different intents will be color-coded using Semrush’s system:

  • C (yellow): Commercial intent
  • N (purple): Navigational intent
  • I (blue): Informational intent
  • T (green): Transactional intent

Examine search results for the keyphrases you’ve found to see what ecommerce sites are doing. Pay attention to product pages, reviews, and comparison guides that rank well. This helps you understand what customers expect and how you can differentiate your offerings.

Incorporate these keyphrases naturally into your product descriptions, category pages, and blog posts. Make sure the content answers potential buyer questions and highlights unique selling points. Include clear calls to action to drive purchases, especially for transactional intent.

If you focus well on search intent, you can create content that improves SEO and enhances the shopping experience. Ultimately, you want higher conversions and better customer satisfaction.

the interface for yoast seo's related keyphrases tool with search intent insights by semrush
Yoast SEO shows search intent insights powered by Semrush

Conclusion on search intent for SEO

It’s crucial to ensure that your content fits the terms people are searching for and your audience’s search intent. Ensure your post or page is informational when people seek information. Be the first result when someone searches for your company name. Provide content that helps people make an informed decision while still investigating their options. But lead people to your sales pages if they want to buy one of your products.

Read more: Keyword research: the ultimate guide »

Coming up next!

Keyword Volume: Google vs. Semrush vs. Ahrefs

Keyword search volume is a rough estimate of demand for a particular query. The primary sources of search volume info are Google Ads (and its API users), Semrush, and Ahrefs. But each of those differs from the others for a given keyword.

Take, for example, the keyword “reddit marketing.” Here’s what each provides for the number of monthly U.S. searches:

  • Google Ads: 880,000
  • Semrush: 590,000
  • Ahrefs: 100,000

The differences stem from where the data comes from and how it’s calculated.

Google Ads Keyword Planner

Google Ads Keyword Planner shows the average monthly searches for each keyword over the preceding 12 months. Thus Google Ads could report a low volume for a newly trending keyword if it wasn’t popular in the previous 11 months.

Moreover, Keyword Planner aggregates search volume for a query among phrases containing the term. For example, the broad-match volume for “pool” includes searches for “swimming pool,” “pool tables,” etcetera — not the single query.

Hence Google Ads’ search volume is often overestimated and inaccurate for a single word or phrase.

Semrush

Semrush’s explanation for its search volume calculations is vague:

Semrush takes sets of data from third-party providers and overlays it with historical clickstream data acquired from reliable sources.

There’s only one conclusion: Semrush is not solely using Google Ads data.

Semrush says an internal 2022 study proves its search volume estimate is the most accurate. The study compared the volume reported by Search Console to that of popular platforms — Semrush, Google Ads, Ahrefs, Moz, more. Semrush’s volume was closest. I’m wary, however, as Search Console shows exact monthly data, whereas search volume reported by those platforms is a 12-month average.

Ahrefs

Ahrefs is also vague in explaining its search volume calculation. Ahrefs cites multiple data sources, including “clickstream” info,  a digital record of searches and web activity.

Ahrefs allows customers to download the search volume history for any keyword. One can then blend that keyword and volume with Google Trends to gauge Ahrefs’ accuracy. I did that and received varying results.

In short, keyword search volume is imprecise and inconsistent among the leading sources. Other metrics, such as keyword difficulty and search intent, are also useful when assessing the likelihood of ranking for a word or phrase.

Search volume is only helpful for comparison and keyword sorting — not for estimating the number of clicks for a top ranking. Plus, search results are now fluid with many components. Clicks will likely depend on the query and the results pages it produces.

12 reasons your page won’t rank – even though it’s optimized

What could be the matter if your perfectly optimized post isn’t ranking? Is the problem that your site is not on Google, or is something else going wrong? What is keeping your content from reaching that coveted #1 position? In this post, we’ll discuss many possible reasons why your page is not ranking, even though it’s optimized.

We’ve divided the possible issues you might be having into four sections:

Pro tip

Quick question: how’s your internal linking? If your content is optimized but not ranking, or Google is ranking the wrong pages from your site, it could be because you need to improve your site structure or fix your orphaned content. We’ve made some really neat SEO workouts to help you check and remedy these kinds of issues — check them out and fix those issues now!

Indexing and crawl issues

The first few points on the list all deal with indexing and crawl issues. Put simply, you can’t rank if your page or site is not on Google in the first place. If you find these topics confusing, you might want to read up on how Google works and how to start with SEO.

1. Your site/page is not on Google

If you need help determining whether your site is on Google, you can use the site: search operator in Google. Type site:yoast.com, and you’ll see a list of pages for that domain. If you type in the full URL of a specific article, you should see only one search result return. If you see your pages, this means that Google knows about your site and has put — at least some of it — in its index. Once you discover that your page is in the index, but you think it is not performing well, you might want to dig deeper.

an example of a site index search on google with yoast.com showing thousands of pages indexed
The site: search operator helps you find your site in Google’s index

How to fix it

Check your WordPress Reading Settings. For the Search Visibility option, if you’ve ticked the box ‘Discourage search engines from indexing this site’, that’s the most likely reason your site is not on Google. If that’s the case, uncheck that box and click to save your changes. If the problem is that only some specific pages aren’t showing up on Google, then you might want to review your Search Appearance settings in Yoast SEO. Go to the ‘Content Types’ tab and ensure your settings are correct.

2. Your site/page is still too new

If your site or page is new, it might simply be a matter of chilling out and checking back in a little while. There are many moving parts in getting your content crawled, indexed and ranked. Sometimes, it takes days or maybe even weeks for Google to finish its discovery process.

How to fix it

If you check and find your site is not on Google yet, you can install Yoast SEO and submit the generated XML sitemap to Google Search Console to help Google discover your website. You can also use the URL Inspection tool in Search Console to determine how specific pages are doing. It tells you exactly how Google crawls and views your site.

3. Your content is noindexed

One of the most common reasons Google does not index your site or a specific page is that it has been noindexed inadvertently. Adding noindex meta robot tags to a page tells Googlebot that it can crawl the page but that the results can’t be added to the index.

How can you check if your page is noindexed? That’s easy; simply open the page and view the source code. You’ll find the code below somewhere at the top of the page. This tells search engine crawlers that the page’s content shouldn’t be added to the index, thus keeping it from ranking.

How to fix it

It happens! Even we occasionally make a mistake and inadvertently noindex a post. Luckily, it’s an easy fix. We wrote about how to set a piece of content back on the right track with Yoast SEO.

4. Your site/page is blocking Google with robots.txt

You might have told Google not to index your content, but it’s also possible you’ve told Google not to crawl your site at all! Blocking crawlers in a so-called robots.txt file is a surefire way never to get any traffic. Blocking robots is easier than you might think. For instance, WordPress has a Search Engine Visibility setting that does its best to keep crawlers out once set to Discourage search engines from indexing this site. Uncheck this to make your site available again.

this is the search engine visibility setting in wordpress without a checkmark
See that this option isn’t inadvertently checked

WordPress uses the noindex approach described above to handle the indexing of sites via the Search Engine Visibility setting. It does have a warning that it’s up to search engines to honor the request.

Besides telling WordPress to block search engines, it might be that other technical issues generate crawl errors, preventing Google from crawling your site properly. Your site’s web server could be acting up and presenting server errors, or buggy bits of JavaScript in your code trip up the crawler. Make sure Google can crawl your site easily.

How to fix it

If your robots.txt file is blocking Google from crawling your website (or parts of it) and you want to change that, then you’ll need to edit the file. You can follow this guide to edit your robots.txt file.

5. You must enhance your index coverage

Ensuring that Google indexes your web pages is essential to succeed. Index coverage refers to the number of your site’s URLs included in Google’s search index. Even the most optimized content may not appear in search results without comprehensive index coverage.

To identify the issue, you must examine the Index Coverage report in Google Search Console. This tool categorizes your pages into various categories and explains why pages are not indexed. If you notice many pages falling under “Error” or “Excluded,” it’s time to investigate further. One of the most common errors is ‘Crawled – currently not indexed’ in Search Console.

How to fix it

Ensure your XML sitemap is current and accurately represents your site structure. Please submit it to Google Search Console to help Google find your pages. Review and resolve any crawl errors such as 404s, server errors, or redirect issues. These errors can prevent pages from being indexed. Pages with low-quality or duplicate content might be excluded from the index. Focus on creating unique, valuable content that provides genuine user engagement. Use the URL Inspection tool to request indexing for crucial pages not yet indexed. This tool also provides insights into how Google perceives your page.

Google Search Console helps you understand why pages are not indexed

Technical issues affecting ranking

Is your page/website indexed but not ranking? Then, technical problems need to be checked.

6. You’re not ranking because your site has technical issues

Your website needs to meet certain technical benchmarks if you’re going to rank on Google! Loading speed, or how quickly your pages load, is important. Security and hosting quality are important too, and that’s not all. You can read about all the essentials in our article: things everyone should know about technical SEO.

If your post doesn’t appear in the search engines, technical issues could prevent it from appearing in the search results completely. You could have conflicting plugins causing problems, and we’ve also seen some themes that prevent Google from indexing your site. And, while Yoast SEO takes care of many technical issues under the hood, it should be set correctly to do that properly.

How to fix it

The fix you need will depend on the technical issues your website is having, and we can’t cover everything here. You might want to check the following points:

  • Ensure all your Yoast plugin settings are correct
  • Check that you’re doing things the right way to keep loading times down
  • Make sure your site is set to https:// and your security certificates are up to date
  • Upgrade your hosting plan
  • Check your plugins and/or theme aren’t causing problems.

If your technical SEO looks good and your site is indexed, you must dig deeper to discover the problem. Keep reading!

7. You’re being penalized for breaking SEO rules

If Google catches you using shady SEO techniques that it doesn’t allow — e.g., sneaky tactics like buying links or stuffing keywords into hidden text — your page or site can be penalized. When you’re already putting in the effort to make a good website and quality content, it’s counterproductive to try. Even when everything else on your page is perfect, if you’re doing something that Google doesn’t allow, you will have problems ranking (or appearing in the Google search results).

Most of these things are common sense, so you probably don’t need to worry if you’re not trying to trick Google or spam people. However, a few things used to be common SEO practices that can now lead to issues — check out our article about SEO myths for more examples of bad SEO practices to avoid.

How to fix it

You can check whether Google has flagged your page for these problems in the Manual Actions tab in Google Search Console (GSC). If you’re still new to using GSC, you might want to check out our introductory article. If you find an issue under the Manual Actions tab, read this help article to learn more about what it means and how to fix it.

Linking issues that affect ranking

A good internal linking structure and quality backlinks are important if you want to rank high. Google crawls the web, following each link it finds, so if your links are lacking, it can cause problems with ranking.

8. Your site doesn’t have a proper internal linking structure

Another reason your content doesn’t appear in the search results is that a crucial part of your SEO strategy is not in order. Don’t underestimate the importance of site structure – the internal linking structure – for your SEO strategy. Having a clear site structure leads to a better understanding of your site by Google. If your internal linking structure is poor, chances to rank high are lower – even when your content is well-optimized and awesome. 

How to fix it

Start adding those links! Make sure that your important posts and pages have the most internal links to them. But don’t randomly add links: make sure you add relevant, related links that add value for your users.

You can use the Yoast SEO orphaned content filter to find posts without incoming internal links. Yoast SEO Premium will help you even more by offering helpful linking suggestions as you write. In addition, if you use Yoast SEO Premium, you get various other AI features, like Yoast AI Optimize, that help you do the hard work. And if you really want to improve your site structure, check out our site structure training — which is also included in Premium!

Pro tip: Take care of your orphaned content and internal linking the easy way with our SEO workouts, available in Yoast SEO Premium.

Read on: Site structure: the ultimate guide »

If you just started with your website, your content won’t instantly rank. Not even if you have optimized everything perfectly and every bullet in Yoast SEO is green. To rank, you’ll need some links from other websites. After all, Google has to know your website exists. 

How to fix it

Creating incredible content is a good way to get links to your pages. High-quality content attracts clicks from readers who might share the content far and wide via social media. All this helps to get those links. Of course, you can do more to get links in a natural, non-spammy way: here are fifteen ways of getting high-quality backlinks.

To get (more) backlinks, you can reach out to other websites. You’ll need to do some PR or link building. Ask them to mention your site or talk about your product and link to your site. You can also use social media to get the word out! Learn all about link-building strategies in our All-Around SEO training!

Content and keyword issues affecting ranking

If everything else is as it should be SEO-wise, then your page or site is not ranking might be related to your content or keywords.

10. Your page is great, but there’s too much competition

Usually, a page doesn’t rank because there’s simply too much competition. If you optimize your content for competitive keywords and keyphrases, such as [cat behavior], [robot vacuum cleaner], or [real estate agent], chances are high that you won’t rank for that term. 

Check the results pages for your keyword to determine if this is the problem. Do high authority sites like Wikipedia or Amazon dominate the first page? Do you see many sites already firmly established themselves in this niche? Probably, your site doesn’t have the authority that these other sites have (yet). So you can optimize all you want, but unfortunately, that’s not enough to rank high in the search results if your niche is too competitive. 

How to fix it

If you want to rank for highly competitive terms, try a long-tail keyword strategy. Write content that targets related long-tail keywords and phrases before tackling the competitive keywords. If these long-tail articles start ranking, you can also rank for more competitive terms. Such a strategy requires long-term efforts, but in the end, it will pay off.

Read more: Why you should focus on long tail keywords »

11. Low-quality content or wrong type of intent

Another reason your content isn’t ranking is that it doesn’t match the intent of people searching for your keyword. Search intent is important for search engines: do people want to buy something, go to a specific website, or seek information? Even if you’re targeting a more long-tail keyphrase, if your content doesn’t match the dominant intent of searchers, search engines won’t show it in the results because it won’t be what people are looking for.

Let’s look at a few examples. Say you’re a dog trainer who wants to rank for puppy training services, so you optimize for [training your puppy], with transactional intent in mind. But if you look at the search results, you’ll see that there are informational videos, and all the results explain how to train a puppy yourself. So, searchers have informational intent. This can work the other way around, too. If you’ve written a step-by-step guide for your blog on making garden decorations, aiming to rank for [flower garland garden decoration], you may have trouble ranking for that term if people just want to buy that, not make it themselves.

Remember that not every search term has one dominant type of intent. Also, it isn’t impossible to rank with content for differing intent. Still, it can be worthwhile to look into this if your optimized content doesn’t rank in the search engines.

How to fix it

Unfortunately, you don’t have the power to change the intent of search engine users. But you can adapt your content strategy. If your optimized content isn’t ranking, look at the search results (use private mode) and analyze what you see. Is one specific type of result dominant? Are there images or videos? Which related queries are shown? This is where your opportunities are. If you find primarily informational intent for a query, you can write content to get people to your site, establish your brand as a reliable source of information, and stay top of mind when people want to buy something. If you find a lot of images in the search results, you may need to focus more on image SEO. Consider what you see on the results pages when determining your SEO strategy.

12. Your content lacks uniqueness

Even well-written and optimized content might struggle to rank if it doesn’t stand out. Search engines prioritize content that offers a unique perspective or provides additional value compared to existing articles on the same topic.

Check the search results for your target keywords and examine the top-ranking pages. Does your content offer something different or more insightful? If your page presents similar information in a comparable format, you may find it difficult to climb the rankings. With the advent of generative AI, we’ll see a wave of mediocre sameness appear in the search results. If you publish the same stuff, search engines won’t bother with it.

Generative AI can help create content but needs help maintaining quality and relevance. While AI can quickly produce large volumes of content, we should prioritize quality over quantity. You should make sure that the material is original and valuable to your audience. AI-generated content might be repetitive or lack diverse perspectives. It’s essential to refine it with your unique insights or expert opinions.

Additionally, the content should always align with your audience’s needs and search intent, as AI may not fully capture human nuances. Always comply with search engine guidelines regarding AI-generated content to avoid potential penalties or indexing issues. You can enhance your content strategy while preserving its integrity by using AI as a supportive tool rather than a standalone solution.

How to fix it

Quit simply; add unique insights and views. Add your own voice and incorporate original research, case studies, or expert opinions to set your content apart. Keep your content fresh with the latest information, trends, or data to maintain relevance and uniqueness. Encourage comments and discussions to build a community around your content, making it more dynamic and engaging.

Is your optimized content still not ranking?

Multiple reasons could prevent a post from ranking. Have you optimized your post correctly with Yoast SEO? Then, the most common cause is likely to be that the competition in a niche is too fierce. Unfortunately, SEO is a long-term strategy. You need to work hard and be patient. In the meantime, you can tackle many other aspects of your SEO (site structure, link building). Try to focus on all website optimization aspects and be the best result. It will pay off eventually!

Read more: Rank tracking: why you should monitor your keywords »

Coming up next!

Keyword Density Matters in SEO

Understanding Google’s methods for organizing search results is the first step in optimizing a page’s visibility. Of Google’s roughly 130,000 ranking factors, keyword density is a long-debated metric that resurfaced with the recent algorithm document leak.

The leak suggests that keyword density is likely fundamental to ranking a page on Google’s SERPs.

But first, a word on fundamentals and why they’re important. Reliable, consistent search engine optimization applies the key factors likely to result in higher rankings. Focusing on the fundamentals is both efficient and effective.

In SEO circles, keyword density is called “term frequency.” Some call it “keyword stuffing.” Regardless, the goal is to increase the on-page frequency of the keyword you want to rank for.

Leaked Google algorithm documents name “term frequency” as a ranking factor. Source: “Google Ranking Signals” at DixonJones.com.

‘Skincare’

Consider a highly competitive term such as “skincare.” Here are the top five ranking domains for “skincare” and the number of times that word appears in the HTML (in Chrome, go to “View” > “Developer” > “View Source”):

  1. Sephora.com – 762
  2. TheOutset.com – 165
  3. Fresh.com – 607
  4. CreamySkincare.com – 182
  5. Skinbetter.com – 596

The Outset and Creamy Skincare achieved top-five rankings despite relatively fewer keyword mentions, confirming the many ways to rank a page. The other three suggest a linear relationship between keyword density and rankings.

According to Search Engine Journal in 2019, when asked if keyword density is a ranking factor, Google spokesperson John Mueller said, “…this is a fairly old metric, and things have evolved quite a bit over the years…there are lots of other metrics as well.”

While confirming alternative metrics, Mueller does not deny that keyword density is a fundamental ranking factor.

Google may use factor diversity to spot and disqualify attempts to manipulate its search algorithms. In other words, keyword stuffing alone doesn’t work on, say, an ecommerce product page. But keyword stuffing in combination with other factors does.

Top Factors

Google’s top 200 ranking metrics are reported daily on Top SEO Factors, developed by Ted Kubaitis, who also makes an SEO analytics tool called Cora.

As of June 17, 2024, Kubaitis’s top three factors are:

  1. Number of unique latent semantic keywords used [i.e., words related to the target],
  2. Number of distinct entities used [i.e., an identifiable thing in a database],
  3. Domain is .com, .net. or .org.

The top two are likely fundamentals, whereas number three is presumably owing to the number of top-level domains using .com, .net, or .org.

“Term frequency” is number 33 on the list — down 18 positions over the last 30 days — but that’s 33 out of 130,000.

The recently leaked Google documents contain many references to “term frequency.” Read it for yourself on a page created by Dixon Jones, a developer who created a tool for researching entities related to target keywords.

The Google leak is documentation only, not source code. Many notes are old with undefined words, ratios, and calculations. Thus the only certainty is Google uses, used, or considered the factors at some point.

Nevertheless, based on the shared testing and knowledge of the SEO community, the leaks reinforce many practices already in place.

For example, searching “term frequency” on Dixon’s site returns six results referencing “Tf,” which the documents define as “term frequency.” These references suggest that keyword density is fundamental to search engine optimization, particularly at the beginning of a document, although “beginning” is undefined.

Moreover, the leak suggests that Google considers the ratio of your keyword to all the other pages on the web that use it. But that is seemingly prohibitively expensive to compute for every search. Keyword density for a single page, however, is not.

It seems difficult, if not impossible, for an algorithm to determine the topical relevance of a page without at least considering keyword density. What’s the alternative for a term such as “computer” without using that term or a synonym a certain number of times?

Wikipedia, which ranks number one for “computer,” includes that word 1,354 times in the page’s HTML, which, again, anyone can see.

Remember, keyword density is one of many factors. Overusing it will not likely increase rankings. But combined with other top factors, it’s likely to increase page rankings, including for ecommerce products.

How AI Improves Keyword Research

Artificial intelligence can reveal content gaps and opportunities to improve organic search rankings. It is also helpful for keyword research.

Traditional keyword tools extend core terms with long-tail phrases. AI tools discover new terms by identifying related queries with the same search intent but not necessarily the same words.

What follows are AI tools for keyword discovery. Push these suggestions through traditional keyword research tools to discover long-tail opportunities and additional insights such as search volume and keyword difficulty.

I tested each tool with the same core phrase: “take text from image.”

SEO.ai

SEO.ai offers a free AI-powered tool to generate keyword suggestions. For “take text from image,” it produced the following variations.

  • text from image services
  • image to text conversion
  • OCR services
  • image transcription services
  • document digitization services
  • scanned documents to text
  • photo to text service
  • handwriting to text conversion
  • image processing text extraction
  • OCR text recognition
  • convert image to editable text
  • image text analysis
  • image to word conversion

Junia

Junia provides free AI-powered research and complementary data from Google Ads’ Keyword Planner on competition, monthly search volume, and cost-per-click. Junia’s suggestions were the most relevant to my initial phrase. I’ve reproduced them for this article.

Optimo

Optimo’s keyword research tool identified helpful phrases beyond my core term.

  • Text recognition
  • OCR (Optical Character Recognition)
  • Image to text conversion
  • Text extraction
  • Image processing
  • Text conversion software
  • Character recognition
  • Image analysis
  • Text extraction tool
  • Text recognition technology
  • Image text recognition
  • Document scanning
  • Text capturing
  • Image data extraction
  • Text identification

Ryan Robinson

Ryan Robinson is a content and SEO consultant. His AI keyword research tool offers helpful suggestions. The “Explore” tab lists keywords based on a core term, as well as search volume and organic search competition, which he calls “difficulty” (without explaining its calculation).

  • image to text
  • text from image
  • image to text converter
  • convert image to text
  • text extractor from image
  • text from picture

Clicking the light bulb icon next to any suggestion generates long-tail variations:

  • image to text converter free
  • image to text converter google
  • image to text converter free online
  • image to text converter extension
  • image to text converter app
  • image to text converter reddit
  • image to text converter adobe
  • image to text converter python
  • image to text converter mac

VidIQ

VidIQ offers an AI-powered YouTube keyword research tool. Each suggestion includes search volume on YouTube, without, again, an explanation. Still, the ideas were helpful.

  • OCR software tutorial
  • extract text from image
  • image to text converter
  • text recognition app review
  • easy text extraction tool
  • best image OCR technology
  • convert handwritten text to digital
  • text recognition software comparison
  • improve text extraction accuracy
  • automated text extraction demo

LowDifficulty.ai

Low Difficulty’s Free Keyword Generator lists ideas based on the (undefined) ranking difficulty. The tool also provides cost-per-click and, confusingly, monthly “Search volume” and “Global volume.”

Here’s what it offered for “take text from image.”

Consult Several

The AI tools suggested mostly original keyword ideas, although some overlapped. Consult several when researching.