Qwairy

Mistral Visibility Tracker

See when Mistral recommends your brand, in which position, which sources it relies on and which competitors it names instead.
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  • 1 API model

Example answer

What are the best running shoes for a first marathon?

MistralMistral Medium 3.5
Brand

Mentioned

Position #2

Competitors

2

2 brands observed

Sources

0

None observed

Modules

0

None observed

Answer

For a first marathon, favor cushioning, stability and a pair you have already broken in.

  1. Asics for maximum cushioning on long runs
  2. Your brand praised by runners for comfort after 30 km
  3. Hoka a lighter pick for faster runners
Lefebvre Dalloz
Converteo
Nissan
Razorfish

One platform for Mistral and every other AI engine

Qwairy shows what AI engines say about your brand, explains why, tells you what to do next and measures the impact.

  • Visibility and position

    How often Mistral mentions your brand, in which position, prompt by prompt and over time.

    Monitor

  • Competitive benchmark

    The brands Mistral recommends next to yours, and how your visibility compares with theirs.

    Cockpit

  • Sources and citations

    The pages, media and social platforms Mistral cites, and which of your own pages it uses.

    Optimize

  • Sentiment and perception

    How Mistral describes your brand and positions it against your competitors.

    Analyze

  • Recommended actions

    Prioritized content and backlink opportunities, and citation-ready briefs in Content Studio.

    Act

  • Measured impact

    AI crawler visits, traffic from AI referrers and AI revenue, measured next to your visibility.

    Measure

How Qwairy tracks Mistral

Qwairy reads each engine where its answers are most complete: in its interface, by scraping the page your customers see, or through its official API, model by model.

Official API · premium models

Every model, side by side

Qwairy sends the same prompts straight to Mistral AI models through the official API: compare versions and see which one names your brand, in which position and next to which competitors. These same models also write inside coding and content generation tools: what they know about your brand ends up in the text they produce.

  • Mistral Medium 3.5

1

model compared

Catalogue of 17 AI engines and model families from 15 vendors: 11 web interfaces and 8 API families. Availability varies by engine.

See every engine

How Mistral answers

Mistral AI is a Paris-based AI lab whose models power its assistant, Le Chat, and many business applications. Qwairy queries Mistral models through the API to show how they describe your brand.

  • Is widely embedded in business tools and internal assistants, not only in its own app.
  • Offers open-weight models, so its knowledge also shapes many third-party products.
  • Is a reference choice for organizations that prefer a European provider.

Who uses Mistral

Mistral is popular with European companies and public organizations looking for a European AI provider.

How to improve your visibility in Mistral

  1. 01

    Make sure French and European sources describe your brand accurately.

  2. 02

    Publish clear documentation and product pages that models can learn from.

  3. 03

    Track prompts in each language you sell in: answers differ from one language to another.

  4. 04

    Measure the impact: track the prompts that matter and follow mentions, sources and competitors in Mistral over time.

Explore the AI engine catalogue

Explore 17 AI engines and model families. Meta AI is listed for reference; monitoring is currently disabled.

AI engines and model families
17
AI vendors
15
read in their interface
11
compared through their API
8
Start with Qwairy

See how Mistral talks about your brand

Track your prompts in Mistral and every other major AI engine, then act on what they cite.

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FAQ

Mistral visibility tracking FAQ

What to know before you track your brand in Mistral.

Qwairy sends your prompts to Mistral models through the official API. Each answer is analyzed for brand mentions, position, sentiment, citations and competitors, with the same method used for every other engine.

Qwairy tracks Mistral models through the Mistral API. Le Chat runs on these models, but its interface can add web results, so its answers may differ.

Mistral models are often chosen by European companies for their products and internal assistants. Tracking them shows how your brand appears in answers built on European AI.

Each engine retrieves different sources and names different brands. Two engines answering the same prompt can cite very different domains, so a good position elsewhere says little about Mistral.