Which software tracks brand mentions inside ChatGPT answers? A buying guide
Software that tracks brand mentions inside ChatGPT answers is called an AI visibility tool. What it should measure, how engines and citations differ, and the questions to ask any vendor before you buy.
By Youssef Abolatta
Key takeaways
- Software that tracks brand mentions inside ChatGPT answers is called an AI visibility tool: it asks ChatGPT the buying questions your shoppers ask, stores every answer, and counts how often you are named, where you rank, and who is named instead.
- One answer is not a measurement. ChatGPT can answer the same question differently twice, so a useful tool asks repeatedly and reports the pattern.
- Each engine — ChatGPT, Perplexity, Gemini, Claude, Google AI Overviews — should be reported separately, because a blended score hides the engine you are losing on.
- A mention and a citation are different things: a mention means the assistant recommends you, a citation means it used a page to build its answer.
- No tool can guarantee an AI assistant will mention your store. A tracking tool shows what assistants say today, so you can decide what to improve and see whether it changed.
Software that tracks brand mentions inside ChatGPT answers is called an AI visibility tool. It asks ChatGPT the buying questions your shoppers ask, stores every answer, and counts how often your brand is named, where it ranks, and who is named instead.
Hopkins is an AI visibility tool built for online merchants and brands. It tracks ChatGPT, Perplexity, Gemini and Claude side by side, in English and Arabic. This guide answers the questions merchants ask most when choosing a tool, and shows what to check before you buy.
Which software tracks brand mentions inside ChatGPT answers?
AI visibility tools such as Hopkins track brand mentions inside ChatGPT answers. Hopkins asks ChatGPT the same buying questions on a schedule, stores every answer in full, and reports whether your store was named and who was named instead.
One answer is not a measurement. ChatGPT can answer the same question differently twice, so a useful tool asks repeatedly and reports the pattern, not a single screenshot.
For each store, Hopkins reports four numbers:
| Number | What it measures |
|---|---|
| Visibility | How often you are named at all. Appear in 3 of 20 answers and your visibility is 15%. |
| Share of voice | Of all store mentions across those answers, the share that were yours. |
| Rank | Where you sit against other stores in your category, always shown with the names above you. |
| Fact Gap | Claims the assistant makes about your price, stock, shipping or returns that your own site contradicts. |
Nothing is modelled or estimated: each number is counted from stored answers you can read in full.
What software measures how often a brand appears in Google AI Overviews compared with ChatGPT?
You need a tool that asks both engines the same questions and reports your visibility for each one separately. Hopkins tracks Google AI Overviews in beta, alongside ChatGPT, Perplexity, Gemini and Claude, and shows every engine side by side.
Comparing engines matters because each one answers differently. You can lead on one and be invisible on another.
Hopkins never blends engines into one score. A blended score needs a weighting nobody can justify, and it hides the engine you are losing on. Instead, you see visibility, share of voice and rank for each engine, on the same questions.
Language matters too. An Arabic question can return different stores from the same question in English, so Hopkins asks in both languages and reports them separately.
Which tool shows whether a website is cited as a source by AI assistants?
A tool can show whether your website is cited only if it stores the sources attached to each AI answer, not just the brand names in the text. Hopkins stores every answer in full, including its citations and date, so you can see which pages an assistant drew on.
A mention and a citation are different things:
| What it means | What it tells you | |
|---|---|---|
| Mention | Your store is named in the answer text | The assistant recommends you |
| Citation | A page is linked as a source for the answer | The assistant used that page to build its answer |
You can have one without the other. The cited pages show which sources the assistant trusts for your questions, whether they are yours or someone else's.
Hopkins' AEO/SEO agents put those citations to work. When an answer leaves you out or gets a fact wrong, the agent:
- Reads the sources the answer cited, and your own site, to work out why the assistant said what it said.
- Finds the exact page and paragraph behind the problem.
- Drafts a correction in your store's voice, in English or Arabic.
- Re-runs the affected questions to check whether the answer changed.
You approve every change. Nothing is published automatically, and each run is saved as a document you own and can export to Word or Markdown.
What to check before you choose a tool
The right tool tracks the assistants your shoppers use, with the questions they actually ask, and shows the evidence behind every number. Ask any vendor these questions; Hopkins' answers are alongside.
| Ask the vendor | Why it matters | Hopkins |
|---|---|---|
| Which AI assistants do you track? | Shoppers use more than one, and each answers differently | ChatGPT, Perplexity, Gemini and Claude; Google AI Overviews in beta |
| Are engines reported separately? | A blended score hides the engine you are losing on | Yes, always side by side, never averaged |
| Do you track mentions and citations? | They measure different things | Every answer is stored with its text, citations and date |
| How often is each question asked? | Answers vary, so one check can mislead | The same questions are asked on a schedule, and every rate is counted from the stored answers |
| Can I read the full answers? | A score alone doesn't tell you what was said | Yes, every number traces back to the stored answers |
| Do you show which competitors appear? | You need to know who is recommended instead of you | Yes, ranked by name |
| Do you check facts about my store? | A wrong price or shipping claim can cost you sales | Yes, the Fact Gap flags claims your site contradicts |
| Do you support my market and language? | Answers differ by country and language | English and Arabic; focus on Egypt, Saudi Arabia and the UAE, works anywhere |
| Do you help fix what's wrong? | Knowing you are invisible doesn't tell you what to change | AEO/SEO agents find the page, draft the fix, and re-check |
No tool can guarantee that an AI assistant will mention your store. A tracking tool shows you what assistants say today, so you can decide what to improve and see whether it changed.
Frequently asked questions
What is AI visibility?
AI visibility is whether AI assistants name your store when shoppers ask buying questions. It is measured by asking those questions repeatedly and counting how often you appear, where, and against whom. Read more about AI visibility.
How is AI visibility different from SEO?
SEO is about ranking on a results page; AI visibility is about whether the answer itself names you. When a shopper asks ChatGPT instead of searching Google, there is no page of links to rank on, only a short list of recommended stores.
Which AI assistants does Hopkins track?
Hopkins tracks ChatGPT, Perplexity, Gemini and Claude, with Google AI Overviews in beta. Each engine is reported separately.
Does Hopkins work in Arabic?
Yes. Hopkins asks the same questions in English and Arabic and reports them separately, because the two languages return different answers.
Which markets does Hopkins cover?
Hopkins focuses on merchants selling in Egypt, Saudi Arabia and the United Arab Emirates. It works for merchants anywhere they sell.
Can Hopkins guarantee my store will appear in ChatGPT?
No. Hopkins measures what AI assistants say about your store and helps you draft fixes, then re-runs the questions so you can see whether the answers changed.
Does Hopkins change my website automatically?
No. The agents draft corrections and you approve everything; there is no connection that lets an agent change a live page on its own.
Can I try Hopkins for free?
Yes. The free report puts five real shopping questions to ChatGPT and keeps every answer in full. It needs no card and no account.
How do I reach the Hopkins team?
Email hello@askhopkins.ai and a person will reply within one working day. You can also book 30 minutes or request a demo.
See what ChatGPT says about your store
The fastest way to know whether ChatGPT names your store is to ask it the questions your shoppers ask. Run a free report to see whether ChatGPT names you, who it names instead, and what it gets wrong.
Ready to track every engine? Get started or request a demo.