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How Can I See If Ai Assistants Recommend My Company

Written by: Content & GEO Research

Fastlook Team

Posted: 5 min readUpdated:

Buyers now ask ChatGPT, Perplexity and Google AI Overviews which vendors to shortlist, often before they ever open a search engine. How can I see if AI assistants recommend my company? You can find out in an afternoon with a free, repeatable protocol: buyer-style questions, several assistants, several runs, and first-party data from Search Console and Bing Webmaster Tools. The sections below set out each step, the scoring sheet and the mistakes that make single-run results misleading.

Quick answer

Ask AI assistants the questions your buyers actually type, without using your brand name, across ChatGPT, Gemini and Perplexity. Record whether you are mentioned, your position in any list, whether your domain is cited, and which competitors appear. Repeat each prompt several times, because answers are non-deterministic.
Topic
how can i see if ai assistants recommend my company
Last updated
Nov 13, 2026
Read time
5 min
How Can I See If Ai Assistants Recommend My Company — brand illustration

How can I see if AI assistants recommend my company? A step-by-step protocol

Start with the questions a buyer would really type, not your brand name. Assistants answer the question they are given, so a prompt that already contains your company only tests recall of your name, not whether you are recommended. Write five to ten prompts across the buying journey:

  • Direct ("best AEO tools for a mid-market SaaS team")
  • Discovery ("how do I get cited by ChatGPT?")
  • Alternatives ("alternatives to [competitor]")
  • Pain ("my brand never shows up in AI answers
  • Perplexity and Gemini?")

Lighthouse Local advises including local and "near me" phrasings where they apply (Lighthouse Local). Run the same set on ChatGPT, Gemini (or Google AI Overviews) and Perplexity, because each draws on different sources and returns different answers for the same business. Record the result in a sheet with columns for prompt, engine, run number, whether you were mentioned, your position in the list, whether a link or citation pointed to your site, and which competitors were named.

FieldWhat to record
MentionedYes or no, in the body of the answer
PositionRank in any list, 1 = first named
CitedWhether a link or source points to your domain
Competitors namedEvery rival brand that appears
RunRun number, so variance is visible

Score each prompt across all engines and all runs before drawing any conclusion. For instance, according to the Consumer Search Behaviors Report by Yext, 47% of US adults used AI for local search in the past month, and 74% said they trust AI local recommendations highly.

Sources & further reading

how can i see if ai assistants recommend my company — by the numbers

47%
Of US adults used AI for local search in the past month, and 74% said…
74%
Of US adults who used AI for local search said they trust its local…
800 million
ChatGPT reached roughly weekly users in late 2025
2 billion
AI Overviews reach about users a month

Frequently asked questions

How can I see if AI assistants recommend my company?

Ask AI assistants the questions your buyers actually type, without using your brand name, across ChatGPT, Gemini and Perplexity. Record whether you are mentioned, your position in any list, whether your domain is cited, and which competitors appear. Repeat each prompt several times, because answers are non-deterministic.

Why should I test without using my brand name?

Prompts that include your company name only measure whether the assistant recognises it. A genuine recommendation test uses discovery and commercial phrasing instead. For example, a buyer asking for the best **tool in your category reveals whether you are offered as an answer at all**.

Which AI assistants should I check, and why do their answers differ?

Check ChatGPT, Gemini or Google AI Overviews, and Perplexity at minimum. However, each engine retrieves from different sources and weights them differently. Specifically, the same business can be recommended by one engine and absent from another, so a single-engine result tells you about one engine only.

How many times should I run each question?

Run each prompt at least three times per engine and treat the pattern as the result. AI answers vary between runs, so a single screenshot is misleading. InsightScout recommends a fixed set of buyer prompts run on a schedule across several assistants for this reason.

Why can I rank well on Google and still not be recommended by AI?

Ranking and citation are different outcomes. UX Continuum's August 2026 study **found pages ranking as high as position 2.2 on Google went uncited by AI**, while lower-ranked pages were quoted. Assistants select passages they can extract and trust, so structure and clarity matter as much as position.

Which free tools show AI-driven visibility?

Google's Search Console generative AI report is a free tool that shows impressions for AI Overviews and AI Mode. It breaks data down by page, country, device and date, though it omits clicks and queries. Bing Webmaster Tools' AI Performance report shows which phrases pull your pages into AI answers. ChatGPT's live search has long leaned on Bing's index. GA4 can isolate AI Assistant referral traffic.

What should I do if an assistant names my company wrongly or not at all?

If an assistant names your company wrongly or not at all, first check your facts for consistency. Confirm your site, directory listings and third-party reviews match. Sachkhan Digital Marketing notes that assistants favour consistent NAP details and clear service descriptions. Then publish direct, self-contained answers to the buyer prompts where you were absent. Finally, re-test on the same schedule.

How do I track changes in AI recommendations over time?

Tracking changes in AI recommendations over time means logging the same results at regular intervals. Keep the same prompt set, engines and run count each cycle, then log results by date. Compare mention rate, average position and citation rate against the previous period. Fastlook's Citation Analytics and Brand Memory automate this tracking across engines, which removes manual logging from the process.

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