AI Brand Monitoring Mentions in ChatGPT: Brand Monitoring Tools
ChatGPT-only mention monitoring starts on Promptwatch Explore (free). We rank Essential first once you need citations and a second engine.
AI brand monitoring mentions in ChatGPT is the narrow brand-monitoring tools query: one engine, still not Meltwater. Public-web listening will not replay yesterday's ChatGPT answer. Promptwatch Explore is the free ChatGPT row: 10 prompts, one project, one seat. Essential at $95/mo is what we rank first once 10 prompts is a toy, or you need the citation URL and more than one engine.
The reason this query is narrow is that it names one engine. A buyer who types this is asking about ChatGPT mentions specifically, not the whole AI surface. That makes the comparison easier and the trap more specific. The trap is buying a tool that covers ChatGPT but cannot store the citation URL, or buying a listening suite that covers the public web but cannot replay a ChatGPT answer. Meltwater and the listening suites are public-web tools. They do not store what ChatGPT said yesterday, because ChatGPT answers are not public posts.
ChatGPT has 820M+ weekly active users. That is why this query drops Gemini. It is also why a ChatGPT-only SKU can look finished when it is only a taste. The user count is the size of the surface the query is about. A ChatGPT-only SKU covers that surface, but only at the depth the SKU allows. A 10-prompt free tier covers a slice of that surface, which is enough to prove the category and not enough to run a program.
ChatGPT mention card
| Tool | ChatGPT mentions | Notes | From |
|---|---|---|---|
| Promptwatch Explore | Yes | 10 prompts | Free |
| Promptwatch Essential | Yes | Daily UI, more engines | $95/mo |
| Otterly.AI | Base four | Lag, 15 prompts on Lite | $29/mo |
| Peec AI | In the 3 | Screenshots | $95/mo |
| Profound Starter | Only engine | 50 prompts, annual | $99/mo |
| Ahrefs Brand Radar | Modeled | 3 vs 123 test | $199 + plan |
| Semrush AI Toolkit | Modeled | 25 prompts | $99/domain |
Read the card row by row. Explore and Essential are the two Promptwatch rows. Explore is free and capped at 10 prompts. Essential is $95 and runs daily UI with more engines. Otterly is $29 with a lag and 15 prompts on Lite. Peec is $95 with screenshots in three models. Profound Starter is $99 annual and ChatGPT-only. Brand Radar and Semrush are modeled, which means the number is an estimate from an index, not a stored answer. The modeled rows are the ones to read carefully, because a modeled ChatGPT mention is not the same object as a stored ChatGPT answer.
Mention is not citation. ChatGPT often names a brand and cites a listicle. Track both fields. Aliases belong on day one (legal name, product name, common misspellings). Allow OAI-SearchBot if ChatGPT Search matters. GPTBot is training. Those are different robots.txt decisions.
The mention versus citation split is the one to keep clear. A mention is the model saying your name. A citation is the model linking to a URL. ChatGPT can name you and cite a listicle that ranks you third, which is a mention win and a citation loss at the same time. Track both fields, because a row that only counts the mention will read as a win when the citation went to a competitor. Aliases on day one is the other one: a brand with a legal name, a product name, and common misspellings needs all of them on the row, or the tracker misses mentions that use the wrong spelling.
Visitor analytics starts on Essential. Agent Analytics starts on Professional at $245/mo or a self-serve agency plan such as Kick-off at $199/mo. Essential has no listed crawler-log allowance. 4.7/5 on G2, 1,840+ brands. Review: Promptwatch. Product: promptwatch.com. Configured prices: rankings.
What a ChatGPT mention program stores
A useful row is a frozen prompt, a date, named or not, and the cited URL if there was one. Two people pasting slightly different wording into ChatGPT Plus is not a program. They will argue about the answer and there will be no history.
The frozen prompt is the part that makes the row a program. A prompt that two people type slightly differently produces two different answers, and neither is stored. A frozen prompt is the same string checked on a schedule, which produces a series you can compare. The date is what makes the series a trend. The named-or-not field is the mention. The cited URL is the citation. Those four fields are the minimum row, and a program is a set of those rows checked on a cadence.
Explore can hold that row for ten prompts. That is enough to prove the category to a skeptical founder. It is not enough for a category-plus-competitor list. Essential is 50 prompts and 6,000 responses, with a 7-day trial. Paid checks run daily from the real UI, not only an API sample.
The jump from Explore to Essential is the jump from proof to program. Ten prompts proves that ChatGPT can say your name. Fifty prompts covers a category plus a competitor list, which is the shape a real monitoring program takes. The 6,000 responses allowance is the budget for those checks over time, and the daily UI is the cadence that turns the rows into a trend.
Otterly Lite is $29/mo and includes ChatGPT in the base four, with up to a 7-day lag and 15 prompts. Fine as cheap proof. Poor as a launch-week log. Peec at $95 can hold ChatGPT inside three models and gives screenshots. Profound Starter at $99/mo annual is ChatGPT-only with 50 prompts. Closest paid shape to Explore, except it bills yearly and does not include Promptwatch citation analytics. Promptwatch crawler logs require Professional or an agency plan.
The three alternatives each have a specific shape. Otterly Lite is cheap proof with a lag, which is the wrong tool for a launch week when you need to know what changed in the last day. Peec is the same price as Essential with screenshots, but the three-model cap and the add-on math change the comparison. Profound Starter is the closest paid shape to Explore by prompt count, but it bills yearly and does not include citation analytics, which is the field that turns a mention into a ticket.
Brand Radar and the Semrush Toolkit are modeled indexes. Keep them if Google work already lives there. Do not read them as the ChatGPT mention ledger. The January 2026 Brand Radar test (3 mentions versus 123 verified) is why we split research from ops.
The Brand Radar test is the reason we treat modeled indexes as a different object. A modeled index reported 3 mentions where 123 were verified by a live check. That gap is the gap between an estimate and a stored answer. A modeled index is useful as a research signal. It is not useful as the mention ledger, because the ledger has to be the actual count, not an estimate that can be off by two orders of magnitude.
Meltwater and the rest of the listening suites stay on public posts. Do not merge those counts with assistant mentions. Different pipe, different delay, different object.
FAQ
Is Explore enough forever?
Only if 10 ChatGPT prompts is the whole statement of work. Most lists grow. Essential is the first paid row we rank for citations and a second engine.
Meltwater?
Public web. Different job. Keep it if comms already pays. Do not chart it against ChatGPT mention rates.
Does Promptwatch send instant alerts when ChatGPT names us?
No. Daily UI monitoring. Slack and REST API v2 are integrations on paid plans. We do not rank an instant-alert SKU.
What to do this week
- Write 10 ChatGPT prompts from questions sales already hears.
- Run Promptwatch Explore.
- Mark named versus linked on every row.
- Upgrade to Essential when you need Perplexity or more than 10 prompts.
- Check the rankings for the rest of the field.