<?xml version="1.0" encoding="UTF-8"?>
<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:dc="http://purl.org/dc/elements/1.1/">
  <channel>
    <title>DEV Community: Fantasy Shell</title>
    <description>The latest articles on DEV Community by Fantasy Shell (@fantasy_shell_dc539c47c37).</description>
    <link>https://dev.to/fantasy_shell_dc539c47c37</link>
    <image>
      <url>https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F4075978%2F7d4e011b-4225-4c59-b3de-d98d3acadf35.jpg</url>
      <title>DEV Community: Fantasy Shell</title>
      <link>https://dev.to/fantasy_shell_dc539c47c37</link>
    </image>
    <atom:link rel="self" type="application/rss+xml" href="https://dev.to/feed/fantasy_shell_dc539c47c37"/>
    <language>en</language>
    <item>
      <title>Turn Google Search Into a Keyword Research Dashboard: Search Volume, Trends, and Ad Competition</title>
      <dc:creator>Fantasy Shell</dc:creator>
      <pubDate>Thu, 13 Aug 2026 09:35:56 +0000</pubDate>
      <link>https://dev.to/fantasy_shell_dc539c47c37/turn-google-search-into-a-keyword-research-dashboard-search-volume-trends-and-ad-competition-4kek</link>
      <guid>https://dev.to/fantasy_shell_dc539c47c37/turn-google-search-into-a-keyword-research-dashboard-search-volume-trends-and-ad-competition-4kek</guid>
      <description>&lt;p&gt;Keyword research usually starts with a simple Google search—and quickly turns into a mess of tabs.&lt;/p&gt;

&lt;p&gt;You check the search results in Google, open an SEO tool for volume, switch to Google Trends for momentum, and use yet another service to investigate whether competitors are buying ads.&lt;/p&gt;

&lt;p&gt;That depth of research is useful later. But when you have just discovered a keyword, you rarely need a full report. You first need enough information to decide whether the opportunity deserves more time:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Is anyone actually searching for it?&lt;/li&gt;
&lt;li&gt;Is interest rising, falling, or holding steady?&lt;/li&gt;
&lt;li&gt;How many pages deliberately target it in their titles?&lt;/li&gt;
&lt;li&gt;Are businesses paying for traffic around this keyword?&lt;/li&gt;
&lt;li&gt;Are the websites ranking organically also running Google Search ads?&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;a href="https://sitedata.dev/" rel="noopener noreferrer"&gt;SiteData&lt;/a&gt; brings those signals directly into the Google search results page. Instead of interrupting your workflow, you can evaluate demand, SEO competition, trends, and paid-search activity while you are already examining the SERP.&lt;/p&gt;

&lt;p&gt;This tutorial explains how to read those signals—and, more importantly, how to combine them without mistaking any single metric for the truth.&lt;/p&gt;




&lt;h2&gt;
  
  
  1. See the essential keyword signals as you search
&lt;/h2&gt;

&lt;p&gt;Suppose you search Google for &lt;code&gt;ai image generator&lt;/code&gt;. A keyword overview appears near the top of the results.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ff0g1e43zvzwte9pyt1yd.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ff0g1e43zvzwte9pyt1yd.png" alt="Keyword volume, INTITLE results, and websites with ads shown on Google Search" width="799" height="307"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;The panel gives you four useful data points immediately:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Search volume for the latest month&lt;/li&gt;
&lt;li&gt;The month-over-month change in volume&lt;/li&gt;
&lt;li&gt;The number of &lt;code&gt;INTITLE&lt;/code&gt; results&lt;/li&gt;
&lt;li&gt;The number of websites recently running Google Search ads&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;These metrics answer different questions.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ff32uqejtm9zdqqdj20yz.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Ff32uqejtm9zdqqdj20yz.png" alt="The three signals behind keyword demand, SEO competition, and commercial intent" width="800" height="480"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Search volume&lt;/strong&gt; is a demand signal. If almost nobody searches for a phrase, even excellent content may have a limited traffic ceiling.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;INTITLE&lt;/strong&gt; counts results that include the keyword in the page title. It is not a keyword-difficulty score, but it is a useful directional signal: how many pages appear to target this exact phrase intentionally?&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Websites with Ads&lt;/strong&gt; counts websites that have recently advertised on Google Search for the keyword. When businesses repeatedly pay to acquire this traffic, that activity can be a sign of commercial value.&lt;/p&gt;

&lt;p&gt;In short:&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;Search volume asks, “Is there demand?” INTITLE asks, “How many pages are deliberately competing?” Websites with Ads asks, “Is anyone paying for this traffic?”&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;Looking at all three gives you a much more realistic first impression than looking at volume alone.&lt;/p&gt;




&lt;h2&gt;
  
  
  2. Why high search volume does not automatically mean a good keyword
&lt;/h2&gt;

&lt;p&gt;One of the easiest keyword-research mistakes is prioritizing a phrase only because its volume is high.&lt;/p&gt;

&lt;p&gt;Some high-volume searches have weak buying intent. Other keywords are smaller, but advertisers consistently spend money to appear for them. A SERP may also look easy from an organic perspective while several companies aggressively acquire the same audience through paid search.&lt;/p&gt;

&lt;p&gt;This is why the Websites with Ads signal matters.&lt;/p&gt;

&lt;p&gt;If volume, INTITLE, and advertiser activity are all high, you may be looking at a large and validated market—but also an extremely competitive one. A newer website might be better served by a more specific long-tail query than by attacking the head term immediately.&lt;/p&gt;

&lt;p&gt;A keyword is worth a closer look when it has a combination such as:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Meaningful and reasonably stable search demand&lt;/li&gt;
&lt;li&gt;An INTITLE count that is not overwhelmingly high&lt;/li&gt;
&lt;li&gt;Evidence that at least some businesses pay for the traffic&lt;/li&gt;
&lt;li&gt;Stable or rising recent interest&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Advertiser activity does &lt;strong&gt;not&lt;/strong&gt; prove that a keyword converts or is profitable. Treat it as an indicator of possible commercial intent, not a guaranteed outcome. The goal at this stage is not to reach a final verdict; it is to find opportunities that justify deeper validation.&lt;/p&gt;




&lt;h2&gt;
  
  
  3. View Google Trends without leaving the SERP
&lt;/h2&gt;

&lt;p&gt;A single monthly volume number cannot tell you whether interest is growing or whether a temporary spike has already passed.&lt;/p&gt;

&lt;p&gt;Normally, you would open Google Trends, enter the keyword again, choose the region, and set a time range. With SiteData's Trends tab, you can inspect the recent pattern without leaving the Google results page.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fb1659ii5igrbutlsxz2u.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fb1659ii5igrbutlsxz2u.png" alt="Google Trends data displayed inside the Google search results page" width="799" height="580"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;The graph helps answer questions like:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Did this keyword suddenly break out?&lt;/li&gt;
&lt;li&gt;Is interest moving up, moving down, or staying flat?&lt;/li&gt;
&lt;li&gt;Which of two similar phrases has the more stable pattern?&lt;/li&gt;
&lt;li&gt;Does today's search volume look sustainable?&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;For example, when comparing &lt;code&gt;ai image generator&lt;/code&gt; with a closely related query, the trend line shows more than their current volumes. It reveals which wording has attracted stronger or steadier interest during the recent period.&lt;/p&gt;

&lt;p&gt;If the quick view surfaces something interesting, you can still continue into Google Trends for a deeper analysis. The embedded graph simply makes the first screening step much faster.&lt;/p&gt;




&lt;h2&gt;
  
  
  4. Compare related keywords and adjust the time range
&lt;/h2&gt;

&lt;p&gt;Phrases that appear similar can reflect very different user expectations.&lt;/p&gt;

&lt;p&gt;Consider these searches:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;&lt;code&gt;ai image generator&lt;/code&gt;&lt;/li&gt;
&lt;li&gt;&lt;code&gt;AI image maker&lt;/code&gt;&lt;/li&gt;
&lt;li&gt;&lt;code&gt;text to image AI&lt;/code&gt;&lt;/li&gt;
&lt;li&gt;&lt;code&gt;free AI image generator&lt;/code&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;All four relate to AI image creation, but the intended feature, audience, and willingness to pay may differ. A user asking for a “free” tool is not necessarily evaluating products in the same way as someone searching for a specific workflow.&lt;/p&gt;

&lt;p&gt;SiteData lets you change the comparison keyword and the Google Trends period from its settings.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fr1acyemdaj5ag6gcb97d.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fr1acyemdaj5ag6gcb97d.png" alt=" " width="744" height="732"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Putting related phrases under the same conditions makes comparison more useful. You can decide which term deserves detailed research, which phrasing fits an article, or which segment deserves its own landing page.&lt;/p&gt;




&lt;h2&gt;
  
  
  5. Check whether the ranking websites also run search ads
&lt;/h2&gt;

&lt;p&gt;Keyword-level data tells only part of the story. You also want to know what the websites in the SERP are doing.&lt;/p&gt;

&lt;p&gt;SiteData uses its advertising dataset to display whether a result has shown recent Google Search ad activity, including an approximate ad count for the past four weeks.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fwk4jc4sehq8ty0sl0im2.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fwk4jc4sehq8ty0sl0im2.png" alt=" " width="767" height="1291"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;This adds a useful commercial layer to competitor research:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Are the highest-ranking organic sites also buying ads?&lt;/li&gt;
&lt;li&gt;Which competitors appear most active in acquiring search traffic?&lt;/li&gt;
&lt;li&gt;Which businesses seem to consider this keyword important?&lt;/li&gt;
&lt;li&gt;Who is combining SEO with paid acquisition?&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;If a site ranks well organically and continues to advertise, it may place a high value on the conversions produced by that search intent. If most top-ranking sites show no recent search-ad activity, the market may be more content-led—or paid competition may simply be lighter.&lt;/p&gt;

&lt;p&gt;Neither observation is conclusive on its own. But seeing “who ranks” next to “who pays for traffic” gives you a much better starting point for competitor analysis.&lt;/p&gt;




&lt;h2&gt;
  
  
  6. Understand the scope of the advertising data
&lt;/h2&gt;

&lt;p&gt;There is an important boundary to keep in mind.&lt;/p&gt;

&lt;p&gt;The advertising signals currently shown by SiteData focus primarily on &lt;strong&gt;Google Search ads&lt;/strong&gt;: the text-based ads that can appear when a user searches for a keyword.&lt;/p&gt;

&lt;p&gt;The current view does not include:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;YouTube ads&lt;/li&gt;
&lt;li&gt;Display ads&lt;/li&gt;
&lt;li&gt;Performance Max campaigns&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;You should therefore not interpret the number as a company's total advertising budget or its complete campaign footprint. It is more accurate to read it as evidence of commercial competition within Google Search traffic.&lt;/p&gt;

&lt;p&gt;Being precise about scope matters. A narrow, well-understood signal is more useful than a broad metric interpreted incorrectly.&lt;/p&gt;




&lt;h2&gt;
  
  
  7. Four practical ways to use this workflow
&lt;/h2&gt;

&lt;h3&gt;
  
  
  Filter SEO keyword ideas faster
&lt;/h3&gt;

&lt;p&gt;Search for a candidate and immediately inspect its demand, recent direction, INTITLE count, and advertiser activity. This helps you remove weak ideas before opening more advanced tools.&lt;/p&gt;

&lt;h3&gt;
  
  
  Research international products and independent websites
&lt;/h3&gt;

&lt;p&gt;For SaaS products, affiliate sites, ecommerce stores, and content businesses, search demand matters—but evidence of paid competition can reveal whether companies are actively trying to capture that demand.&lt;/p&gt;

&lt;h3&gt;
  
  
  Find serious competitors
&lt;/h3&gt;

&lt;p&gt;Recent ad activity can help distinguish a site that merely ranks from a business actively investing in customer acquisition. It also helps you separate SEO-only competitors from companies combining organic and paid distribution.&lt;/p&gt;

&lt;h3&gt;
  
  
  Choose content topics with better context
&lt;/h3&gt;

&lt;p&gt;Volume alone may push you toward a temporary trend or a phrase with little commercial relevance. Adding momentum and competition signals gives you more context for deciding whether a topic deserves a long-term content investment.&lt;/p&gt;




&lt;h2&gt;
  
  
  8. A repeatable framework for evaluating a keyword
&lt;/h2&gt;

&lt;p&gt;Instead of asking only, “Does this keyword have high volume?”, walk through this checklist:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Has the keyword maintained meaningful search volume during the latest month?&lt;/li&gt;
&lt;li&gt;Did volume increase or decrease compared with the previous month?&lt;/li&gt;
&lt;li&gt;How many pages use the phrase in their titles?&lt;/li&gt;
&lt;li&gt;Have websites recently run Google Search ads for it?&lt;/li&gt;
&lt;li&gt;Are major competitors in the SERP also advertising?&lt;/li&gt;
&lt;li&gt;Is search interest rising, stable, or declining?&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;A keyword with real demand, stable or rising interest, manageable title competition, and some advertiser activity is usually worth the next level of analysis.&lt;/p&gt;

&lt;p&gt;If the head term is both large and extremely competitive, narrow the intent. Starting from &lt;code&gt;ai image generator&lt;/code&gt;, you could explore:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;&lt;code&gt;free ai image generator&lt;/code&gt;&lt;/li&gt;
&lt;li&gt;&lt;code&gt;ai image generator from text&lt;/code&gt;&lt;/li&gt;
&lt;li&gt;&lt;code&gt;ai image generator for product photos&lt;/code&gt;&lt;/li&gt;
&lt;li&gt;&lt;code&gt;ai anime image generator&lt;/code&gt;&lt;/li&gt;
&lt;li&gt;&lt;code&gt;ai image generator no login&lt;/code&gt;&lt;/li&gt;
&lt;li&gt;&lt;code&gt;ai image generator for ecommerce&lt;/code&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fe6v71v43m2qbn8qu6w52.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fe6v71v43m2qbn8qu6w52.png" alt="A workflow for moving from a broad seed keyword to actionable long-tail opportunities" width="800" height="480"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Use the seed keyword to understand the size of the market. Use long-tail keywords to find a realistic entry point.&lt;/p&gt;




&lt;h2&gt;
  
  
  9. Make the first decision while you are still searching
&lt;/h2&gt;

&lt;p&gt;You do not need to open a complex SEO platform every time you encounter a new keyword.&lt;/p&gt;

&lt;p&gt;Start by answering four questions directly from the search results:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Is there demand?&lt;/li&gt;
&lt;li&gt;Is interest moving?&lt;/li&gt;
&lt;li&gt;How strong is the visible SEO competition?&lt;/li&gt;
&lt;li&gt;Is real advertising money entering this market?&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;That is the reasoning behind this SiteData workflow: show keyword data when you search, competitor ad activity when you inspect the results, and trend data when you need context.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Spend less time switching tools. Spend more time deciding which opportunities are worth pursuing.&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;You can explore the workflow at &lt;a href="https://sitedata.dev/" rel="noopener noreferrer"&gt;SiteData&lt;/a&gt; and start your next keyword analysis from the Google results page.&lt;/p&gt;

</description>
      <category>seo</category>
      <category>productivity</category>
      <category>tutorial</category>
      <category>marketing</category>
    </item>
  </channel>
</rss>
