Can I see when ChatGPT mentions my brand?

Not from OpenAI - ChatGPT has no brand dashboard, no mention notifications, and no analytics for businesses. The only way to know what ChatGPT says about you is to ask it the questions your buyers ask and record the answers. Trakkr automates exactly that: it runs your prompt set against ChatGPT daily and alerts you when a mention appears, moves, or disappears.

How does Trakkr track brand mentions in ChatGPT?

Trakkr runs a fixed set of buyer-intent prompts against ChatGPT every day, captures the full response, extracts brand and competitor mentions, records any cited URLs, and notes whether the answer came from model memory or live web search. Everything is stored as time series data, so you see exactly when an answer changed and what changed in it.

Does ChatGPT cite sources?

Sometimes. When ChatGPT answers from its training data it usually names brands without citing anyone. When it runs a live web search, it cites the pages it used - and those citations are winnable. Trakkr tracks both cases separately, because being absent from memory answers and being absent from cited answers are different problems with different fixes.

How do I get my brand mentioned in ChatGPT?

For search-mode answers: publish pages that directly answer your category's buying questions, keep them fast and crawlable for OAI-SearchBot, and win placements on the third-party pages ChatGPT already cites. For memory answers: it's slower - consistent presence on authoritative sites, review platforms, and comparison content eventually shapes what the model learns. Measuring which mode you're losing tells you where to start.

How often do ChatGPT answers about brands change?

Search-mode answers can change daily, since they depend on what ChatGPT fetches at answer time. Memory answers drift more slowly but shift noticeably when OpenAI ships model updates - a new model version can reshuffle brand recommendations across an entire category overnight. Daily tracking catches both kinds of movement.

Can I track my competitors in ChatGPT too?

Yes. Every prompt run records every brand mentioned, not just yours. You see which competitors ChatGPT recommends ahead of you, which prompts they win that you lose, and which sources earn them those mentions - which is usually the to-do list for taking the slot.

ChatGPT mention tracking

Track your brand mentions in ChatGPT.

ChatGPT answers more product questions than any other AI assistant. Trakkr runs your buyers' prompts against it every day, records which brands get mentioned and which sources get cited, and alerts you the day an answer changes.

Free visibility report in 60 seconds · 14-day trial · Cancel anytime

Also tracks Perplexity Claude Claude Gemini Gemini Grok Grok and 3 more.

[01]

[01]In the dashboard

/ ChatGPT tab preview

ChatGPT

/Notion/Last 7 daysLive

Visibility score

74+3

Mention rate

71%+6 pts

Avg position

#2+1

Cited pages

12+2

Prompt

Mentioned

Pos

Top source

best note-taking app for small teams

Notion

notion.com/teams

notion alternatives with better databases

Notion

model knowledge (no citation)

tool to build an internal company wiki

Notion

zapier.com (roundup)

project docs software with AI features

Rival

—

g2.com (category page)

is notion suitable for enterprise teams

Notion

notion.com/enterprise

free knowledge base software 2026

No mention

—

reddit.com/r/productivity

50 prompts tracked dailyMemory + search answers separatedAlerts when answers shift

[02]

[02]Why ChatGPT is different

/ One model, two kinds of answers

One model, two different answers.

Ask ChatGPT for the best product in your category and it answers in one of two modes. Sometimes it answers from memory - brand opinions baked in during training. Sometimes it runs a live web search and builds the answer from pages it fetched seconds ago, citations included.

These two modes reward different work. Memory answers move slowly; they reflect years of accumulated authority, and a brand that loses a memory-mode slot can take months to win it back. Search answers move fast; they reward pages that are fetchable, parseable, and direct enough to quote today.

If you only spot-check ChatGPT by hand, you can't tell which mode produced the answer - so you can't tell which fix applies. Trakkr records both modes separately, tracks them over time, and tells you whether you have a content problem you can fix this week or an authority problem you need to build toward.

Memory answers vs search answers

Where the answer comes from

Training data

Live web search

How fast it moves

Months

Days

What gets you mentioned

Years of authority signals

Fetchable, parseable pages

Citations shown

Rarely

Usually, with links

The fix

Long-term brand building

Content + technical fixes now

[03]

[03]What Trakkr tracks

/ Six signals, one ChatGPT score

ChatGPT’s answer is the output.

The signals around it are what you can move.

Brand mentions

Every time ChatGPT names your brand in response to a buyer-intent prompt - discovery, comparison, recommendation, and support questions alike.

Cited sources

When ChatGPT searches the web, Trakkr records exactly which URLs it cited - yours, a competitor's, a review site, or a Reddit thread.

Competitor share

Which competitors ChatGPT recommends first, how often they appear next to you, and where you sit in the recommendation order.

Answer mode

Whether each answer came from model memory or live search. The same prompt can flip between modes - and the fix is different for each.

Visibility trend

One ChatGPT score rolling up mention rate, position, and sentiment, tracked daily so you can tie movements to what you shipped.

Mention alerts

Notifications when ChatGPT stops mentioning you, starts recommending a competitor, or picks up a source that gets your facts wrong.

[04]

[04]Inside ChatGPT

/ Patterns we keep seeing

Four patterns that show up almost every time we run ChatGPT

Observations from running buyer-intent prompts against ChatGPT daily. Directional, not benchmarked - the published numbers live in Trakkr Research.

Search mode rewrites the answer

The same prompt with web search active often returns a different brand list than the memory answer. Brands that look strong in one mode can be invisible in the other.

Memory answers are sticky

Brand lists in memory mode change slowly. That cuts both ways: a slot you hold is defensible, and a slot you lose takes months of authority work to win back.

Citations favor parseable pages

When ChatGPT cites, it links pages it could fetch and parse cleanly. Slow, script-heavy, or blocked pages lose citations to faster third-party summaries of the same facts.

Phrasing shifts the list

"Best CRM" and "which CRM should I use" can return different brands. One prompt is not a measurement - you need a set of variants tracked over time.

Observations from Trakkr’s daily ChatGPT runsSee the published research

[05]

[05]How it works

/ Three steps to live ChatGPT tracking

Add your brand

Enter your domain. Trakkr generates a buyer-intent prompt set for your category and identifies your competitors automatically.

Run ChatGPT daily

Trakkr queries ChatGPT against your prompts every day, records the full answer, whether it used live search, every cited URL, competitor mentions, and your position.

Act on what changed

When ChatGPT shifts - a lost mention, a new competitor, a weak source - you get an alert with the specific fix, and you watch the next answer respond.

2 min setupDaily ChatGPT runsFree 14-day trial

[06]

[06]Pricing

/ All 8 models, ChatGPT included