How to Check Competitor Visibility in AI Search
A repeatable way to record which sites appear in AI answers, without guessing a rival's budget or strategy.
AEO is short for answer engine optimization. This guide uses it for work on answers and visibility in AI search. A source link tells you where a page appeared. It does not tell you why it was picked. It does not show a rival's plans or spend. Start with questions actual buyers ask. Set the scope and save what you see. This keeps the work honest and repeatable.
Any gap report in this guide covers only agreed questions, platforms, dates, and runs. It cannot cover all possible queries or private traffic. A free assessment uses this same scope. One run may show a site, another may not. Imagine a made-up log with a source link in one run and none in the next. It shows what happened in those runs.
What This Guide Can Show
You can check which names and source links appear. Open each linked page. Check that it backs up the answer. These public facts do not show a rival's budget or plans. Google says no special AI markup or new AI file is required. This does not mean Google will show a page. These are Google rules; check other sites on their own.
Five Checks You Can Run
Choose actual customer questions, platforms, dates, language, location, and mode. Keep conditions clear. Write down the scope before you start.
Record the exact answer, linked URL, and whether a brand is merely mentioned. A mention is not the same as a citation.
Open cited pages and check actual support, date, and limits. Do not infer budget or program from what you see.
Read the public page and check its claims. A page with no byline still needs a fair check. A name or a code block does not prove the claims are true.
The Rich Results Test checks structured data. It is not an AI citation guarantee or proof of AEO investment. Google says valid markup does not guarantee rich results.
Build a Simple Comparison Log
Log the question and run conditions. This includes platform, date, language, location, and mode.
Record brand names and source links as separate counts. State the number of runs behind each count. Show which questions you checked and which you left out.
Record the page and the part that answers the question. Note useful detail and what is missing. This tells you about that page, not the rival's whole plan.
Add a next action, owner, and review date. Bing's AI Performance report is a separate tool for a site owner. It covers supported Microsoft and partner experiences. Source-link counts do not show ranks or sales. Grounding-query data is a sample, not every query. It is not a view of a rival's private traffic.
A link shows where a page was cited. It does not show a rival's plan.
Pick Your Next Content Move
Start with a question that matters to your buyers. Check whether you can give a useful, well-sourced answer.
Improve a useful existing page before making duplicates. A small fix can help more than a new page.
Add new content only where it adds distinct value. Let actual page gaps and staff time set the pace. More posts are not proof of better answers.
Recheck the same scoped questions and record other changes. A change after an edit does not prove the edit caused it. Use this as a TTGC work plan. State the limits of the sample.
For more context, read how AI chatbots are changing search behavior, will AEO cannibalize your existing search traffic and is SEO dead in 2026. These are related guides, not evidence of a particular rival's program.
Sources
- Google Search Central, AI features and your website. Normal SEO foundations, no special AI markup and no guaranteed inclusion; Google-specific guidance.
- Google Search Central, General structured data guidelines. Valid markup and a Rich Results Test pass do not guarantee rich results or establish an AEO program.
- Microsoft Bing, Introducing AI Performance in Bing Webmaster Tools Public Preview, February 10, 2026. Counts and sampled queries have supported-experience limits; not competitor traffic, ranking or sales.
Do Not Invent a Deadline
A lead today does not set a date for you to catch up. Choose a real reader gap you can address well. Use fresh sources and check the answers you see. Do not promise to replace a rival within weeks.
Measure Business Effects Separately
Use your own visits, valid leads and sales to track the business. Keep the dates and other changes in view. Fewer searches for your name do not by themselves prove lost sales. A rival's name in an answer does not prove it caused a loss. Keep mentions, citations, and business measures separate.
Use Evidence, Not Copying
Learn from public pages but produce your own useful answer and evidence. Read the original sources, then explain what your own readers need. Label what you saw and what you still need to check. Check claims against primary sources.
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Why Through The Glass Creatives
Knowing the strategy is the easy part. Doing it well takes clear roles and repeat checks. That is the work of Through The Glass Creatives. TTGC is a premium brand, growth, and AI/development studio. It pairs growth and SEO strategy with creative direction. It adds AI/dev engineering too. Check which parts of that blend your project needs. It is why TTGC can deliver this work the right way. Book a free Brand and Growth Assessment to see how.
