See how often ChatGPT recommends your brand
Rempa asks ChatGPT your buyers' questions the way they ask them, with web search, from the country you choose, and reads every answer: whether your brand is named and in which position, which competitors are named instead, what tone it uses, and which pages it cites. Every answer is kept, so you see the trend and can re-read what ChatGPT said.
ChatGPT is included in every plan, from $75 a month. No credit card for the trial.
ChatGPT
For a team of that size, three options stand out. Pipelane is the most common pick for its pipeline view. Lumen CRM includes email sequences and costs less per seat. Hubvia suits teams that already use its marketing tools.
What Rempa records
- Lumen CRMNamed, position 2
- Sentiment72 / 100
- Your page citedYes
- Named insteadPipelane, Hubvia
Six things recorded for every answer, at every update
ChatGPT gives no analytics to brands. Rempa measures what it says about you the only reliable way: the same questions, asked again and again, in the conditions your buyers use.
Visibility
Whether your brand is named in each answer, under its name or the aliases you set, and the share of answers that name you, by topic.
Position
Where you appear among the brands ChatGPT names: first, or fourth after three competitors. Averaged over the period.
Share of voice
Your share of all the mentions of the tracked brands, plain and weighted by position, against the competitors you track and the ones Rempa finds in the answers.
Citation frequency
Every page ChatGPT cites, by URL and website: how often your own pages are cited, and which third-party pages it reads for each question.
Sentiment
How favourably each answer describes you, scored from 0 to 100 with the reason, and the strengths and weaknesses ChatGPT repeats about you and your competitors.
The full answer
The text ChatGPT wrote, kept for every prompt and update, so any number can be checked against what your buyers actually read.
Your visibility and citations in ChatGPT, against your competitors
Each tracked question gets its line: whether ChatGPT named you and where, who it named instead, and whether it cited your site. Group the questions by topic, product line or market, and the gaps stand out: the comparisons where only competitors come up, the use cases where ChatGPT cites a guide that never mentions you.
Run one project per brand or market (up to 5 on Enterprise), with unlimited seats, and export everything to CSV or the REST API for your own reporting.
| Question | Lumen CRM | Named instead | Site cited |
|---|---|---|---|
| best crm for a 20-person sales team | #2 | Pipelane, Hubvia | Yes |
| crm with built-in email sequences | Not named | Pipelane, Salesloop | No |
| lumen crm vs pipelane | #1 | Pipelane | Yes |
| how much does a crm cost per seat | #3 | Hubvia, Pipelane | No |
| crm that integrates with outlook | Not named | Hubvia, Orbit CRM | No |
What ChatGPT cites on software questions share of answers, Oct 20 – Nov 5, 2026
- Articles and blog posts69%
- Home pages51%
- Comparisons, "best" pages42%
- Help centres and docs42%
- Pricing pages9%
Find the pages ChatGPT reads before it names a vendor
ChatGPT cites more websites than any other assistant: 6.4 per answer in our study of 7,911 answers. On software questions, it leans on the vendors' own pages. In Rempa's own category, AI visibility software, its 372 answers over two weeks cited a home page in 51% of cases, while G2 appeared in about 1% and Reddit in none.
The Sources page lists the websites cited in your ChatGPT answers, how often, and whether each names you. On paid plans, Rempa turns the gaps into recommendations ranked by the searches at stake. Our guide shows how a B2B SaaS company gets recommended by ChatGPT.
The ChatGPT your buyers use
An API call without web search does not answer like chatgpt.com. Rempa reads the consumer ChatGPT, with web search, so the brands and sources you see are the ones your buyers see.
| What Rempa does | Why it matters | |
|---|---|---|
| Version | The consumer ChatGPT, with web search, as on chatgpt.com | On buying questions, ChatGPT searches the web: 0.3% of its answers in our study had no source |
| Country and language | Asked from the project's country (52 markets), in its language | The same question asked in the UK can name other brands and sources than in the US |
| Clean sessions | No history, memory or account personalisation | The baseline most buyers see; no tool can reproduce each user's history |
| Cadence | Every 3 days on Starter, every day on Pro and Enterprise | Answers vary from day to day; trends need repeated checks |
| Training-only view | Optional: ChatGPT through its API, without web search | Shows what the model knows about you from training alone |
Next to ChatGPT, the same questions can go to Gemini, Perplexity, Copilot, Claude and Google's AI answers. See how Rempa collects the answers.
ChatGPT in every plan
A flat monthly price, set by the number of questions you track and how often they run. Each plan tracks 3 models of your choice; ChatGPT can be one of them, next to Gemini, Perplexity or Google's AI answers. No fee per answer, per source or per competitor.
| Plan | Price | Questions tracked | Updated | ChatGPT answers a month | Per question tracked | Countries | Projects |
|---|---|---|---|---|---|---|---|
| Starter | $75 a month | 50 | Every 3 days | 500 | $1.50 a month | 1 | 1 |
| Pro | $195 a month | 150 | Every day | 4,500 | $1.30 a month | 3 | 2 |
| Enterprise | $395 a month | 350 | Every day | 10,500 | $1.13 a month | 3 | 5 |
- Everything recorded is included: mention, position, sentiment, competitors and every cited page, for each answer.
- The price per question covers 3 models. With ChatGPT, Gemini and Perplexity on Pro, one ChatGPT answer to one question costs about 1.4 cents.
- Unlimited seats and competitors, CSV exports, the REST API and the MCP connector on every plan.
- Yearly billing from $60 a month. Prices in US dollars.
Free trial on your own brand: 30 questions, one model (ChatGPT if you like), no credit card. See all plan details.
ChatGPT tracking questions
What are the best software platforms to measure how often a B2B SaaS brand appears in ChatGPT answers?
Dedicated AI visibility platforms (Rempa, Profound, Peec AI, Otterly.AI) and SEO suites that added AI tracking (Semrush, Ahrefs Brand Radar) all include ChatGPT. Look at how answers are collected (the consumer ChatGPT with web search, from your market), whether you see every answer and the pages it cites, how often it runs, and the price at your number of questions. Rempa tracks your own buying questions in ChatGPT with mentions, position, sentiment and cited pages, from $75 a month; our comparison of eight AI visibility tools details the others.
How can enterprise marketing teams track brand visibility and citation frequency in ChatGPT compared to competitors?
Track a fixed set of buying questions per topic and market, asked in ChatGPT every day, with your competitors on the same questions. Report four numbers by topic: the share of answers naming you, your average position, your share of voice against competitors, and how often ChatGPT cites your own pages. Rempa gives each of them by topic, model and market, with one project per brand or market and exports for your reporting.
Can you recommend cost-effective tools for checking whether ChatGPT recommends our software to enterprise buyers?
For a first check, the free AI visibility check on rempa.ai asks ChatGPT and other models a set of buyer questions about your brand at no cost. For tracking, entry prices start at €29 a month for 15 prompts on Otterly.AI, €85 for 50 on Peec AI and €190 for 50 on Semrush One (October 2026). Rempa tracks 50 questions on 3 models for $75 a month, or 150 every day for $195, about $1.30 per question; Profound quotes enterprise prices after a demo.
Does Rempa use the ChatGPT API or the real ChatGPT?
The consumer ChatGPT, with web search, as your buyers use it on chatgpt.com, from the country of your project. You can also add ChatGPT through its API without web search, to see what the model knows about you from training alone.
How often are ChatGPT answers checked?
Every 3 days on Starter and every day on Pro and Enterprise. ChatGPT's answers vary from day to day, so a trend over weeks says more than one answer.
Can I see which pages ChatGPT cites?
Yes. Every page ChatGPT cites is kept with its URL, for each answer, and grouped by website on the Sources page, with whether each website names you or only your competitors.
Can I get the data out?
Yes: CSV export, a REST API and an MCP connector for AI agents are included in every plan, with every answer, mention, position and source.
Guides on ChatGPT visibility
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