MCP Partoo: what your AI agents can already do with your data
Your AI agent chats with you, answers your questions, and comes up with ideas. But…
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More and more of your customers are searching for local businesses on AI search engines: ChatGPT, Claude, Gemini…
That means your brand image is being interpreted, summarised, and compared by AI. But how do you know exactly what these algorithms are saying about your business — or whether they’re recommending your competitors instead of your outlets?
Good news: you can easily audit that perception with Partoo’s AI prompt library. Let’s dive in!
When a user asks an AI search engine “what’s the best plumber in Lyon’s 3rd arrondissement?”, algorithms do not simply guess the answer. They extract it from the public signals available online, particularly your Google, Facebook and Tripadvisor reviews.
Your online reputation has therefore become a source of truth for AI. A business with few reviews, poor ratings or unanswered customer feedback may simply be ignored by AI, in favour of a competitor with a stronger reputation and a higher response rate.
Few marketers already know how to test and manage this perception. That is exactly why Partoo created this prompt library: to help businesses stay one step ahead of the competition and keep track of what AI is saying about them.
Partoo’s prompt library is more than just a checklist: copy and paste the 12 prompts into your favourite LLM and, within seconds, get a clearer picture of how AI perceives your brand!
The prompts are grouped into four distinct categories to match your different objectives:
| Category | What to expect |
|---|---|
| Competitive benchmark | Analyse how AI positions you against your direct competitors in your local market. |
| Brand perception | Discover the ‘mental image’ AI associates with your brand based on your customer reviews. |
| Action plan | Identify strengths and weaknesses to prioritise your on-the-ground initiatives. |
| Innovations & opportunities | Spot local trends to act on before your competitors do, and strengthen your appeal. |
Each prompt is designed to be immediately actionable: simply replace the variables in brackets (your brand, your city, your competitor) and submit it to any large language model.
A traditional reputation audit — review monitoring, benchmarking, semantic analysis — can take an analyst several days. With these prompts, you get a first strategic read in just a few minutes.
For marketers managing networks of tens or hundreds of outlets, the stakes are even higher: carrying out this work manually at scale would simply be impossible. This prompt library gives you a structured starting point for weaving AI into your competitive analysis routine.

Get ready-to-use AI prompts to save time and understand exactly how your brand is perceived by AI search engines!
Download the 2026 Barometer on online presence and e-reputation of businesses and gain practical insights to increase your chances of being cited by AI.
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