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✦ AI Visibility Report Summary

Mirakl scores 38/100 in AI Visibility (Weak). Category: French Tech. Mentioned in 5/15 prompts. AI Share of Voice: 30%. Sentiment: Positive. Trend: Stable. GoAI analyzes how often AI assistants such as ChatGPT, Claude, and Gemini recommend a brand across real buyer prompts. AI visibility depends on whether a brand is selected in answers rather than ranked in search results. Tools like GoAI.ai help analyze which companies are consistently recommended and why.

AI Visibility Report

Mirakl AI Visibility Analysis

Score Card → · Recommendation Analysis → · French Tech Ranking →

AI Visibility Score

38/100

Weak

Share of Voice: 30%

Mentions: 5/15

Tier: established

Platform Coverage

ChatGPT3 mentions
Claude1 mentions
PerplexityNot found
Gemini1 mentions

AI Visibility Signal Analysis

Entity Mention Frequency
43
Content Citability
48
Third-Party Authority
51
Structured Data
44
Content Freshness
33
Competitive Narrative
45

Competitor Recommendation Matrix

How Mirakl ranks against competitors in AI recommendations.

#1DatadogPositive93
#2SpendeskPositive74
#3SwileNeutral52
#4MiraklPositive38

Prompts Analyzed

Buyer-intent prompts tested across 4 AI platforms.

1

"Meilleur outil SaaS français en 2026"

2

"Best French tech companies"

3

"Top French startups to watch"

4

"Best French software companies"

5

"Meilleures startups françaises"

6

"French SaaS tools comparison"

7

"Best tech companies in France"

8

"Top French unicorns in 2026"

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What is AI Visibility? · AI Visibility Index