Peec AI and Profound are the two names that come up first when a marketing team wants to know how ChatGPT, Gemini or Perplexity talk about its brand. In France alone, "Peec AI" draws about 720 monthly searches according to Semrush, ahead of "Profound AI" (about 170). This comparison explains what each approach measures, who it is for, and where Bubbling, a French GEO platform, fits in.
The essentials in 30 seconds
- Peec AI: a prompt-analytics tool. You define a list of questions, the tool asks them to AI engines every day and tracks your brand's visibility, position and sentiment.
- Profound: an enterprise platform that aggregates large prompt volumes, offers marketing agents and analyzes AI crawler activity on your site.
- Bubbling: a continuous, brand-side steering platform: personas and briefs instead of prompt lists, complete conversations instead of first answers, and analysis of the moments where a recommendation tips.
- The right choice depends on your question: "am I cited?" (prompt tracking), "at what scale?" (volume), or "why does AI recommend a competitor instead of me?" (conversations).
What an AI visibility tool measures
A generative engine does not rank pages: it writes an answer, sometimes cites sources, and recommends brands. An AI visibility tool therefore tries to answer three questions: does your brand appear in answers, how is it described, and which sources does the AI rely on. Tools differ mainly in how they question AI engines, and in what they do with the answers.
Comparison: three approaches
| Peec AI | Profound | Bubbling | |
|---|---|---|---|
| Approach | Tracking of user-defined prompts | Volume platform for enterprises | Continuous steering through personas and conversations |
| Unit of analysis | Answer to one prompt | Large aggregated prompt volumes | Complete multi-turn conversation |
| Questions answered | Visibility, position, sentiment | Visibility at scale, AI crawlers, marketing agents | Why and when AI recommends one brand over another |
| Format | Daily dashboard | Platform and agents | Continuous campaigns with an action plan |
| Origin | — | — | French, team based in France |
This table describes each vendor's public positioning at the date of publication. Features and pricing change quickly: check them directly with each vendor before choosing.
Peec AI: tracking a precise list of questions
The prompt approach works well when you already know which questions matter ("best payroll software for SMBs", for example) and want to follow your presence and your competitors' day after day. Its limit lies in its starting point: you only measure the questions you thought to ask, and only the AI's first answer.
Profound: for large organizations and high volumes
Profound targets companies that need to aggregate many queries, follow many markets and analyze how AI crawlers browse their site. It is a coverage approach: it gives a wide view, useful to teams that already have the resources to act on it.
Bubbling: understanding why AI recommends a competitor
A buyer does not ask ChatGPT a single question: they refine their need, compare, come back to a point. Bubbling simulates these complete conversations from personas close to your customers, and spots the moment the recommendation tips toward a competitor. The output is not just a presence score but an action plan: which content, sources and messages to strengthen.
- Personas and briefs instead of prompt lists to maintain.
- Multi-turn conversations, close to a real buying journey.
- Continuous campaigns instead of a one-off audit.
- A team and hands-on support based in France.
How to choose
- Start from your question. Knowing whether you are cited, covering many markets, or understanding why a competitor gets ahead: each need points to a different approach.
- Check the unit of analysis. An isolated answer does not tell you the same thing as a complete conversation.
- Ask what you will actually get. A dashboard, alerts, or prioritized recommendations your team can act on.
- Test on your own queries. Compare results on two or three key questions in your market before committing.
Frequently asked questions
What is the difference between Peec AI and Profound?
Peec AI tracks user-defined prompts and reports a brand's visibility, position and sentiment daily. Profound targets enterprises, with large prompt volumes, marketing agents and AI crawler analytics.
Is there a European alternative to Peec AI and Profound?
Yes. Bubbling is a French GEO platform that analyzes complete conversations built from personas, rather than isolated prompts, and delivers an action plan to improve how AI engines recommend your brand.
How many people search for "Peec AI"?
About 720 monthly searches in France according to Semrush (October 2026), versus about 170 for "Profound AI".
Does an AI visibility tool replace an SEO tool?
No. SEO tools measure positions in Google; AI visibility tools measure a brand's presence and description in AI answers. The two are complementary.