Why does ChatGPT give different answers each time I ask?

AI assistants are probabilistic: the same question can produce different wording, ordering, or even different recommendations between runs, and answers also shift as the underlying web content changes. That's why a single run is a weak signal — ask each question in a fresh conversation, note the date, and look for patterns across runs and over time rather than treating one answer as final.

Does asking ChatGPT about my own business bias the answer?

It can, in two ways. First, if you're logged in with memory enabled, ChatGPT may know you own the business and answer more politely. Second, leading questions ('Isn't X the best plumber in town?') invite agreement rather than a real recommendation. Use a temporary or logged-out session and neutral customer-style phrasing for honest results.

Is there a tool that checks AI visibility for me?

Yes — enterprise platforms like Profound (self-serve from $499/month) and Peec AI (from €89/month) serve marketing teams. For a local business that just wants the answer, AEO Pulse offers a free one-time check: it runs a standardized set of local-intent queries on Claude (Anthropic) with web search, and publishes a plain-language report at a permanent link, no email required.

How to check what ChatGPT says about your business (free methods)

Q: How do I see what ChatGPT says about my business for free?

Open a fresh ChatGPT conversation (ideally a Temporary Chat so memory and past chats don't influence the answer), make sure web search is available, and ask the way a customer would: 'best [your category] in [your city]', 'who do you recommend for [category] near [city]', and 'tell me about [your business] in [city]'. Record each answer with the date. Repeat across assistants (Claude, Gemini, Perplexity) for a fuller picture.

A practical guide from AEO Pulse · Updated June 2026 · ~8 minute read

More of your customers are asking AI assistants for recommendations instead of scrolling search results — Otterly.AI's research puts ChatGPT at 56% of AI referral traffic, with AI agents and bots now accounting for 15% of total website traffic. So the question "what does ChatGPT actually say about my business?" has become as basic as "where do we rank on Google?"

The good news: you can audit this yourself, today, for free. The catch: it's easy to do it in a way that produces flattering, misleading results. This guide gives you the exact method — the prompts, the setup that keeps the answers honest, and a simple way to track changes over time.

Before you start: three rules that keep your audit honest

Rule 1 — Use a fresh, memory-free conversation

If you're logged into ChatGPT with memory and chat history enabled, it may already know you own the business — and assistants tend to be kinder about things their user cares about. Use a Temporary Chat (in ChatGPT, choose Temporary from the chat options), a logged-out session, or another browser profile. One question set per conversation; never ask a follow-up audit question in a chat that already discussed your business.

Rule 2 — Ask like a customer, not like the owner

"Isn't Lakeside Plumbing the best plumber in Austin?" invites agreement — assistants are agreeable by design. A real customer asks "best plumber in Austin" or "who should I call for a water heater replacement in Austin?" Neutral phrasing is the entire difference between an audit and a compliment.

Rule 3 — One run is an anecdote; patterns are data

AI answers are probabilistic: the same question can name different businesses, in different orders, on different days — and the answers also shift as the web content underneath them changes (new reviews, new "best of" articles). Run each question more than once, on different days if you can, and record everything with dates. You're looking for patterns: "I'm never in the 'best of' answers, but the assistant describes me accurately when asked by name."

Step-by-step: the 15-minute DIY audit

Open a temporary/fresh chat with web search available (ChatGPT searches the web for local questions; you can also explicitly say "search the web for current information").
Ask the open money query: best [your category] in [your city] — e.g. "best dentist in Pasadena". Record: were you named? Who was? What reasons did it give (reviews, ratings, specialties)?
New fresh chat. Ask the recommendation variant: who do you recommend for [category] near [city]. Assistants often answer "recommend" differently from "best" — this is the phrasing people use when they intend to buy.
New fresh chat. Ask about your reputation by name: [business name] reviews — would you recommend them? This tests what the assistant believes about you when the customer has already heard of you (e.g., from a neighbor) and is verifying.
New fresh chat. Ask the entity question: tell me about [business name] in [city]. Can it find you at all? Does it describe the right business, the right location, the right services? Confusing you with a similarly named company elsewhere is a common — and fixable — failure.
Record everything in a simple log: date, assistant, exact question, whether you were mentioned, what was said, every competitor named. A spreadsheet with six columns is plenty. The verbatim wording matters: "highly rated" and "mixed reviews" point to different fixes.

Don't stop at ChatGPT

ChatGPT is the biggest single AI referrer, but Otterly.AI's same research credits Gemini with 18% and Perplexity with 8% of AI referral traffic — and Google's AI Overviews sit on top of ordinary searches your customers already make. Ahrefs' 300,000-keyword study found that when an AI Overview appears, the #1 organic result's click-through rate was 34.5% lower (58% in their December 2025 update) — meaning the AI answer, not your ranking, increasingly decides who gets the click. Repeat the same five questions on:

Claude (claude.ai) — with web search enabled
Gemini (gemini.google.com)
Perplexity (perplexity.ai) — which shows its sources prominently, useful for seeing exactly which pages drive answers
Google itself — search "best [category] in [city]" and read the AI Overview if one appears

Pay special attention to which sources each assistant cites. If every assistant keeps leaning on the same two "best [trade] in [city]" articles and a review platform, those pages are your actual battleground — see why AI recommends your competitor for what to do about it.

The mistakes that skew DIY audits

Auditing while logged in with memory on. You'll get the polite version. Use temporary chats.
Leading questions. Any phrasing containing your business name in a "best of" question contaminates the result.
Treating one good answer as victory. Run it again tomorrow. Probabilistic systems require repeated sampling.
Ignoring the no-web-search case. If the assistant answers without searching, it's working from older training knowledge — worth knowing, but check the with-search behavior too, since that's what shapes most current local answers.
Not recording verbatim wording. Two months from now you'll want to know whether "mixed reviews" became "well-reviewed". Memory won't preserve that; a log will.
Asking once and never again. AI answers move with the web. A quarterly (better: weekly) re-check is the only way to see whether your fixes worked.

DIY vs. tools: an honest comparison

The DIY method above is genuinely sufficient if you'll actually do it — the cost is discipline, not money. If you'd rather have it done systematically:

Enterprise AI-visibility platforms — Profound (self-serve plan from $499/month) and Peec AI (from €89/month), per their published pricing as of June 2026 — are built for marketing teams tracking many prompts across many markets. Powerful, but priced and designed for professionals.
AEO Pulse (us) — built for owners. The free check runs a standardized version of exactly the audit described above and publishes a plain-language report at a permanent link, no email required. To be precise about what it is: free checks currently run on Claude (Anthropic) with live web search — ChatGPT coverage is planned for our paid launch. Since assistants draw on overlapping web sources, a structured Claude audit is a strong indicator of your AI visibility generally; for ChatGPT specifically, the DIY steps above work today.

Want the audit done for you — free?

Submit your business name, city, and category. We run the standardized queries, record what came back verbatim-faithfully, and publish your report at a permanent link. No email, no account.

Run my free AI visibility check

FAQ

How do I see what ChatGPT says about my business for free?

Fresh temporary chat, web search available, customer-style questions: "best [category] in [city]", "who do you recommend for [category] near [city]", "[business] reviews — would you recommend them?", "tell me about [business] in [city]". Log the answers with dates and repeat periodically.

Why does ChatGPT give different answers each time?

Assistants are probabilistic and the web underneath them keeps changing. Different runs can name different businesses. Sample repeatedly and look for patterns instead of reacting to single answers.

Does asking about my own business bias the answer?

Yes, if you're logged in with memory enabled or you phrase the question in a leading way. Temporary/logged-out sessions and neutral phrasing fix both.

Is there a tool that does this for me?

Enterprise options exist (Profound from $499/mo, Peec from €89/mo). AEO Pulse does a structured one-time check free — currently on Claude with web search, with ChatGPT coverage planned for paid launch — and a $15/mo founder plan for weekly monitoring. Details here.