<?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: Jansirani Thanapal</title>
    <description>The latest articles on DEV Community by Jansirani Thanapal (@jansirani_thanapal_f13c8c).</description>
    <link>https://dev.to/jansirani_thanapal_f13c8c</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%2F4127209%2F66c173ac-df23-47a7-bb05-bbfab0ff6de0.png</url>
      <title>DEV Community: Jansirani Thanapal</title>
      <link>https://dev.to/jansirani_thanapal_f13c8c</link>
    </image>
    <atom:link rel="self" type="application/rss+xml" href="https://dev.to/feed/jansirani_thanapal_f13c8c"/>
    <language>en</language>
    <item>
      <title>Your Google Ads Campaign May Be Wasting Budget Without You Knowing</title>
      <dc:creator>Jansirani Thanapal</dc:creator>
      <pubDate>Wed, 30 Sep 2026 09:59:18 +0000</pubDate>
      <link>https://dev.to/jansirani_thanapal_f13c8c/your-google-ads-campaign-may-be-wasting-budget-without-you-knowing-2a3m</link>
      <guid>https://dev.to/jansirani_thanapal_f13c8c/your-google-ads-campaign-may-be-wasting-budget-without-you-knowing-2a3m</guid>
      <description>&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%2Fnuhxw4nhxonxdhdq7wjd.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%2Fnuhxw4nhxonxdhdq7wjd.png" alt=" " width="612" height="382"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;A &lt;a href="https://www.jeeviacademy.com/blog/find-wasted-spend-in-google-ads-campaign" rel="noopener noreferrer"&gt;Google Ads campaign&lt;/a&gt; can look healthy on the surface.&lt;/p&gt;

&lt;p&gt;You may see:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Good click volume&lt;/li&gt;
&lt;li&gt;Regular conversions&lt;/li&gt;
&lt;li&gt;A reasonable cost per click&lt;/li&gt;
&lt;li&gt;Positive campaign-level metrics&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;But there can still be a problem hiding underneath:&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Some search terms may be consuming your budget without bringing the right customers.&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;This is why looking beyond campaign-level numbers matters.&lt;/p&gt;

&lt;h2&gt;
  
  
  The Search Terms Behind Your Campaign
&lt;/h2&gt;

&lt;p&gt;When you create a Google Ads campaign, you choose keywords that are relevant to your business.&lt;/p&gt;

&lt;p&gt;But users don't always search for exactly those keywords.&lt;/p&gt;

&lt;p&gt;For example, a business may target:&lt;/p&gt;

&lt;p&gt;&lt;code&gt;software development services&lt;/code&gt;&lt;/p&gt;

&lt;p&gt;But actual searches could include:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;software development company&lt;/li&gt;
&lt;li&gt;software development agency&lt;/li&gt;
&lt;li&gt;software development course&lt;/li&gt;
&lt;li&gt;software developer jobs&lt;/li&gt;
&lt;li&gt;free software development tutorial&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;These searches contain related words, but their intent is completely different.&lt;/p&gt;

&lt;p&gt;The first two could indicate someone looking for a service provider.&lt;/p&gt;

&lt;p&gt;The others could indicate someone looking for a course, job, or free learning material.&lt;/p&gt;

&lt;p&gt;If the business is paying for those clicks, some of the budget may be going toward traffic that has little commercial value.&lt;/p&gt;

&lt;h2&gt;
  
  
  Clicks Don't Tell the Whole Story
&lt;/h2&gt;

&lt;p&gt;Consider two search terms:&lt;/p&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Search Term&lt;/th&gt;
&lt;th&gt;Clicks&lt;/th&gt;
&lt;th&gt;Spend&lt;/th&gt;
&lt;th&gt;Conversions&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Search A&lt;/td&gt;
&lt;td&gt;20&lt;/td&gt;
&lt;td&gt;$50&lt;/td&gt;
&lt;td&gt;0&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Search B&lt;/td&gt;
&lt;td&gt;15&lt;/td&gt;
&lt;td&gt;$45&lt;/td&gt;
&lt;td&gt;3&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;p&gt;Search A generated more clicks, but Search B generated more conversions.&lt;/p&gt;

&lt;p&gt;That means clicks alone don't tell us which traffic is more valuable.&lt;/p&gt;

&lt;p&gt;A better analysis considers:&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Spend + Conversions + Intent + Business Relevance&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;And when possible, lead quality should also be considered.&lt;/p&gt;

&lt;p&gt;A conversion is not automatically a good business outcome.&lt;/p&gt;

&lt;h2&gt;
  
  
  Small Waste Can Become Expensive
&lt;/h2&gt;

&lt;p&gt;Imagine a campaign repeatedly receives irrelevant searches that cost around $2 each.&lt;/p&gt;

&lt;p&gt;If 20 similar searches generate that kind of waste:&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;$2 × 20 = $40 per day&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Over 30 days:&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;$40 × 30 = $1,200&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;That's just one simple example.&lt;/p&gt;

&lt;p&gt;When similar patterns appear across multiple campaigns, the total can become much larger.&lt;/p&gt;

&lt;p&gt;The challenge is identifying these patterns early enough to act on them.&lt;/p&gt;

&lt;h2&gt;
  
  
  Search Intent Is the Missing Context
&lt;/h2&gt;

&lt;p&gt;One of the most important questions is:&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;What was the person actually looking for?&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;For example:&lt;/p&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Search Term&lt;/th&gt;
&lt;th&gt;Possible Intent&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;software development company&lt;/td&gt;
&lt;td&gt;Service&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;enterprise software development&lt;/td&gt;
&lt;td&gt;Business solution&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;software development course&lt;/td&gt;
&lt;td&gt;Education&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;software developer jobs&lt;/td&gt;
&lt;td&gt;Employment&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;software development tutorial&lt;/td&gt;
&lt;td&gt;Learning&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;p&gt;The keyword may be related to the business.&lt;/p&gt;

&lt;p&gt;The intent may not be.&lt;/p&gt;

&lt;p&gt;This is why search-term analysis is important. It provides context that campaign-level metrics cannot always show.&lt;/p&gt;

&lt;h2&gt;
  
  
  A Practical Search-Term Review Checklist
&lt;/h2&gt;

&lt;p&gt;Before deciding whether a search term is wasting budget, ask:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Is the search relevant to the product or service?&lt;/li&gt;
&lt;li&gt;Does it show buying or commercial intent?&lt;/li&gt;
&lt;li&gt;How much has the search term spent?&lt;/li&gt;
&lt;li&gt;Has it generated conversions?&lt;/li&gt;
&lt;li&gt;Are those conversions qualified leads?&lt;/li&gt;
&lt;li&gt;Has the search term appeared repeatedly?&lt;/li&gt;
&lt;li&gt;Does it indicate a different intent, such as jobs, courses, or tutorials?&lt;/li&gt;
&lt;li&gt;Does it have enough data to make a decision?&lt;/li&gt;
&lt;li&gt;Could it be a negative keyword candidate?&lt;/li&gt;
&lt;li&gt;Could the ad or landing page be improved instead?&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;A simple review process can look like this:&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Relevant? → Check Spend + Conversions → Check Search Intent → Check Lead Quality → Review Business Context → Monitor / Optimize / Add Negative Keyword&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;This makes search-term analysis more of a repeatable process instead of a one-time cleanup task.&lt;/p&gt;

&lt;h2&gt;
  
  
  Should You Add Negative Keywords?
&lt;/h2&gt;

&lt;p&gt;Sometimes, yes.&lt;/p&gt;

&lt;p&gt;Repeated irrelevant searches containing terms such as:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;jobs&lt;/li&gt;
&lt;li&gt;course&lt;/li&gt;
&lt;li&gt;tutorial&lt;/li&gt;
&lt;li&gt;training&lt;/li&gt;
&lt;li&gt;free&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;may become candidates for negative keywords.&lt;/p&gt;

&lt;p&gt;But there is an important distinction.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;No conversion does not automatically mean a search term is wasteful.&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;A search term may have:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Too little data&lt;/li&gt;
&lt;li&gt;A longer buying cycle&lt;/li&gt;
&lt;li&gt;A conversion that happens later&lt;/li&gt;
&lt;li&gt;A different value depending on the business&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;So instead of:&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;No conversion → Block immediately&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;A better workflow is:&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Detect → Review → Understand → Decide&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Negative keywords are one optimization action, not the entire strategy.&lt;/p&gt;

&lt;h2&gt;
  
  
  Where Automation Helps
&lt;/h2&gt;

&lt;p&gt;Manually reviewing search-term reports can become difficult as an advertising account grows.&lt;/p&gt;

&lt;p&gt;An automated system can help identify patterns using signals such as:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Spend&lt;/li&gt;
&lt;li&gt;Clicks&lt;/li&gt;
&lt;li&gt;Conversions&lt;/li&gt;
&lt;li&gt;Search intent&lt;/li&gt;
&lt;li&gt;Business relevance&lt;/li&gt;
&lt;li&gt;Repeated activity&lt;/li&gt;
&lt;li&gt;Lead-quality signals&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;A simplified workflow could look like:&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Google Ads Data → Search-Term Analysis → &lt;a href="https://www.jeeviacademy.com/blog/find-wasted-spend-in-google-ads-campaign" rel="noopener noreferrer"&gt;Potential Waste Detected&lt;/a&gt; → Prioritize → Human Review → Optimization&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;The goal isn't to replace the marketer.&lt;/p&gt;

&lt;p&gt;The goal is to make it easier to find important problems without manually scanning large amounts of data.&lt;/p&gt;

&lt;h2&gt;
  
  
  From Campaign Metrics to Better Decisions
&lt;/h2&gt;

&lt;p&gt;Campaign-level metrics tell you &lt;strong&gt;what happened&lt;/strong&gt;.&lt;/p&gt;

&lt;p&gt;Search-term analysis can help explain &lt;strong&gt;where it happened and why it may matter&lt;/strong&gt;.&lt;/p&gt;

&lt;p&gt;Instead of only asking:&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;How many clicks did we get?&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;You can also ask:&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;Which searches generated those clicks?&lt;/p&gt;

&lt;p&gt;Were those searches relevant to the business?&lt;/p&gt;

&lt;p&gt;Did they generate useful leads?&lt;/p&gt;

&lt;p&gt;Are the same irrelevant patterns appearing repeatedly?&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;That additional context can make advertising optimization more useful.&lt;/p&gt;

&lt;h2&gt;
  
  
  The Bigger Goal
&lt;/h2&gt;

&lt;p&gt;Google Ads optimization isn't simply about reducing spend.&lt;/p&gt;

&lt;p&gt;It's about making sure the budget reaches the right audience and contributes to meaningful business outcomes.&lt;/p&gt;

&lt;p&gt;A useful process is:&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Search Terms → Intent → Performance → Relevance → Potential Waste → Review → Optimization&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Automation can make this process faster and easier to manage.&lt;/p&gt;

&lt;p&gt;This is the type of problem an &lt;strong&gt;&lt;a href="https://www.jeeviacademy.com/blog/find-wasted-spend-in-google-ads-campaign" rel="noopener noreferrer"&gt;Ads Control Engine&lt;/a&gt;&lt;/strong&gt; can help address by turning advertising data into actionable insights instead of leaving marketers to manually search through large reports.&lt;/p&gt;

&lt;h2&gt;
  
  
  Final Thought
&lt;/h2&gt;

&lt;p&gt;Your Google Ads dashboard may tell you that a campaign is performing, but it may not show where every part of the budget is going.&lt;/p&gt;

&lt;p&gt;Search-term analysis gives marketers another level of visibility.&lt;/p&gt;

&lt;p&gt;By looking at &lt;strong&gt;intent, spend, conversions, relevance, and lead quality together&lt;/strong&gt;, businesses can identify potential waste and decide where optimization deserves attention.&lt;/p&gt;

&lt;p&gt;The goal isn't to block everything.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;The goal is to understand the traffic you're paying for.&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;If you want to explore the problem in more detail, see the original JeeviSoft article:(&lt;a href="https://www.jeeviacademy.com/blog/find-wasted-spend-in-google-ads-campaign" rel="noopener noreferrer"&gt;wasted spend in Google Ads&lt;/a&gt;)&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;How to Find Wasted Spend in Google Ads Campaigns – Ads Control Engine&lt;/strong&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>marketing</category>
      <category>webdev</category>
      <category>productivity</category>
    </item>
    <item>
      <title>How to Find Wasted Spend in Google Ads Campaigns - Ads Control Engine</title>
      <dc:creator>Jansirani Thanapal</dc:creator>
      <pubDate>Wed, 16 Sep 2026 04:53:46 +0000</pubDate>
      <link>https://dev.to/jansirani_thanapal_f13c8c/how-to-find-wasted-spend-in-google-ads-campaigns-ads-control-engine-1902</link>
      <guid>https://dev.to/jansirani_thanapal_f13c8c/how-to-find-wasted-spend-in-google-ads-campaigns-ads-control-engine-1902</guid>
      <description>&lt;p&gt;One thing that can be easy to miss in Google Ads is where the budget is actually going.&lt;/p&gt;

&lt;p&gt;A campaign may get plenty of clicks, and you may even see a few conversions, but that doesn't always mean the traffic is bringing real business value.&lt;/p&gt;

&lt;p&gt;I find the Search Terms Report useful for spotting this. Instead of looking only at the campaign's overall numbers, you can check the actual searches that triggered your ads.&lt;/p&gt;

&lt;p&gt;A few things are worth looking at: &lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Is the search actually related to what the business offers?&lt;/li&gt;
&lt;li&gt;How much has that search term already spent?&lt;/li&gt;
&lt;li&gt;Has it generated any conversions?&lt;/li&gt;
&lt;li&gt;What was the person's intent?&lt;/li&gt;
&lt;li&gt;Did the conversion turn into a useful lead?&lt;/li&gt;
&lt;li&gt;Are some searches spending repeatedly without producing anything useful?&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;For example, getting a form submission looks positive at first. But when you look closer, the person may have been looking for a free resource, a job, or general information rather than becoming a potential customer.&lt;/p&gt;

&lt;p&gt;That's why I think conversion count alone isn't enough when you're trying to understand wasted ad spend.&lt;/p&gt;

&lt;p&gt;Once low-value search patterns become clear, negative keywords can help reduce similar traffic. The important part is making those decisions from actual search-term data rather than guessing.&lt;/p&gt;

&lt;p&gt;I also put together a more detailed guide on finding and controlling wasted spend in Google Ads: &lt;a href="https://www.jeeviacademy.com/blog/find-wasted-spend-in-google-ads-campaign" rel="noopener noreferrer"&gt;Google Ads wasted spend guide&lt;br&gt;
&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;How do you usually spot search terms that are costing money but not bringing useful results?&lt;/strong&gt;&lt;/p&gt;

</description>
      <category>googleads</category>
      <category>marketing</category>
      <category>ai</category>
      <category>data</category>
    </item>
  </channel>
</rss>
