How to Find Pages Not Included in AI Search Responses
To find web pages not included in AI search responses, analyze your site’s indexing status, traffic anomalies, SERP visibility, and use tools like Google Search Console, log file analysis, and AI search output simulators. These insights help identify and optimize underperforming or ignored content.
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Key Takaways
Frequently Asked Questions
Why aren’t some pages showing up in AI search results?
Use AI search simulations and prompt-based queries to observe which URLs appear. Compare with your top-performing keywords in traditional SERPs for discrepancies.
How can I tell if my page is being excluded from AI-generated content?
Use AI search simulations and prompt-based queries to observe which URLs appear. Compare with your top-performing keywords in traditional SERPs for discrepancies.
Do AI search engines use different ranking factors?
Yes. While core SEO signals still matter, AI engines prioritize holistic meaning, user intent, factual accuracy, and relevancy in a conversational context.
Is AI search replacing traditional SEO?
Not entirely. AI search is evolving alongside traditional search. Optimizing for both ensures broader visibility and future-proofs your content strategy.
Can structured data help my page show in AI responses?
Absolutely. Structured data improves machine readability, which boosts your content’s chances of being selected for AI-powered snippets or responses.
Step by Step Plan
Audit with Google Search Console
Use the Performance and Coverage reports to identify low-visibility pages or those excluded from the index.
Analyze Server Logs
Check which URLs are being crawled (or skipped) by bots like Googlebot or Bingbot using raw server logs or tools like Screaming Frog Log File Analyzer.
Compare Traditional vs. AI SERPs
Search your keywords using both regular search and AI-powered experiences (e.g., SGE or Bing Chat) to identify omitted URLs.
Compare Traditional vs. AI SERPs
Use AI-focused tools like ZIPtopic, SEO.ai, or prompt ChatGPT/Bard to simulate AI search answer generation for your content topic.
Fix Content and Technical Gaps
Update your content to match user intent, add schema markup, strengthen internal linking, and improve load speed to enhance AI search inclusion.
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