Build a buyer-prompt set
Track category, comparison, problem, and competitor prompts. One prompt is a snapshot; a prompt set is a market signal.
Monitor brand mentions in ChatGPT, see whether ChatGPT cites your URL, and find which competitors win the prompt instead. This free tracker gives you the first check; Georion turns it into weekly AI visibility monitoring.
Mention
Brand appears in the answer
Citation
Your URL is used as evidence
Competitor
Someone else wins the prompt
Free checker
We'll ask 5 AI engines this question and check if your URL is cited.
We send your topic to ChatGPT, Claude, Gemini, Perplexity, and Copilot in parallel. Then we parse each response looking for: (a) a direct link to your URL, (b) a text mention of your domain, or (c) content from your page quoted without attribution.
If you're not cited, we also surface which competitors are — so you know exactly who to beat.
Search demand
These are the practical ways teams search for ChatGPT brand monitoring: mentions, citations, competitors, and repeatable prompt tracking.
Track whether ChatGPT names, cites, or ignores your brand for a repeatable set of buyer prompts.
Run the same prompts over time, classify mention type, and compare movement against competitors.
See whether ChatGPT recommends your company, cites your URL, or sends attention to another brand.
Record the URLs ChatGPT uses as evidence so your content and PR fixes target the right sources.
Compare mentions across ChatGPT, Claude, Gemini, Perplexity, Copilot, Grok, and Google AI surfaces.
Measure whether AI answer engines recommend, cite, ignore, or replace your brand with competitors.
Answer paths
Different searches mean different jobs: learn the workflow, monitor alerts, inspect citations, or track all LLMs. These pages route each intent into the right Georion action.
Why this page exists
Google Search Console shows clicks and impressions from Google. It does not tell you whether ChatGPT mentioned your brand in an answer, whether that mention was positive, or which competitor got recommended above you.
A single ChatGPT response is not a ranking report. Track repeated prompt samples and compare mention rate over time.
Track category, comparison, problem, and competitor prompts. One prompt is a snapshot; a prompt set is a market signal.
AI answers change. Run the same prompt multiple times and trend mention rate instead of trusting one response.
Separate first recommendation, passing mention, competitor-only answer, direct citation, and silent mention.
The source ChatGPT cites often matters more than your own page. Build content and links around the sources it trusts.
Track your brand against competitors by prompt, topic, engine, sentiment, and answer position.
Each missing prompt becomes a content, schema, llms.txt, Reddit, backlink, or entity-graph action.
Search quality evidence
This free tool page is structured for action intent: it defines the tracking unit, shows the metrics, explains why analytics cannot capture silent AI recommendations, and links each fan-out query to a dedicated answer page.
Editorial status
Updated June 9, 2026
Built from Search Console demand, visible page content, and official search quality guidance.
Sources reviewed
Metrics
| Metric | Meaning | Why it matters |
|---|---|---|
| Mention rate | Percent of tracked ChatGPT answers where your brand appears. | Your first visibility baseline. |
| First-answer rate | Percent of answers where your brand is the first recommendation. | The metric closest to category leadership. |
| Citation rate | Percent of answers that cite or link to your owned URL. | Shows whether your content is being used as evidence. |
| Competitor share | How often each competitor appears for the same prompts. | Reveals who ChatGPT trusts instead of you. |
| Source overlap | Which third-party pages influence answers across prompts. | Turns PR and link building into a concrete worklist. |
| Sentiment | Positive, neutral, mixed, or negative wording around the mention. | Catches reputation risk before it reaches buyers. |
Prompt examples
Start with prompts that map to buying decisions. Replace the bracketed category with your market.
What is the best [category] tool for a startup?
Compare [your brand] vs [competitor].
Which [category] companies are best for agencies?
What are the top alternatives to [competitor]?
Which [category] tool has the best reporting?
Recommend a [category] platform with AI visibility tracking.
The free checker tells you if one URL is cited for one topic. Georion Pro tracks prompt sets over time across ChatGPT, Claude, Gemini, Perplexity, Copilot, and Grok.
FAQ
Create a fixed set of buyer prompts, run them in ChatGPT on a schedule, record whether your brand appears, classify the position and sentiment, and compare against competitors. Georion automates this across ChatGPT plus other AI engines.
No. GA4 can show some referrals from chatgpt.com when users click a link, but it cannot see silent mentions where ChatGPT recommends your brand and the user later searches or visits directly.
A mention can be a direct brand recommendation, a passing reference, a comparison table entry, a citation link, or an unlinked domain reference. For reporting, track these separately because they have different business value.
No. AI answers are probabilistic and can change between runs. For serious tracking, use repeated samples and look at trend lines, not a single screenshot.
Yes. The useful workflow is not only whether ChatGPT mentions you, but which competitors it mentions instead and which sources appear to support those recommendations.