✦ AI-Generated Answer

Between Doctolib and Mirakl, Doctolib has higher AI visibility with a score of 75/100 vs 38/100. Doctolib is mentioned in 11/15 prompts while Mirakl appears in 5/15. GoAI analyzes how often AI assistants such as ChatGPT, Claude, and Gemini recommend a brand across real buyer prompts.

AI Recommendation Comparison

Doctolib vs Mirakl

Which French Tech brand dominates AI recommendations?

Winner

Doctolib

French Tech

75/100

Competitive

Mentions: 11/15

Voice: 58%

Sentiment: Positive

✓ ChatGPT ✓ Claude ✗ Perplexity ✓ Gemini

Full analysis →

Mirakl

French Tech

38/100

Weak

Mentions: 5/15

Voice: 30%

Sentiment: Positive

✓ ChatGPT ✓ Claude ✗ Perplexity ✓ Gemini

Full analysis →

Doctolib has a higher AI visibility score, meaning AI assistants recommend it more frequently.

Signal Comparison

Entity Mention Frequency

Doctolib60
Mirakl43

Content Citability

Doctolib76
Mirakl48

Third-Party Authority

Doctolib79
Mirakl51

Structured Data

Doctolib77
Mirakl44

Content Freshness

Doctolib84
Mirakl33

Competitive Narrative

Doctolib66
Mirakl45

Frequently Asked Questions

Is Doctolib or Mirakl recommended more by AI?

Doctolib has a higher AI Visibility Score (75/100) compared to Mirakl (38/100).

Which platforms recommend Doctolib?

Doctolib is mentioned on: ChatGPT (5 mentions), Claude (2 mentions), Gemini (4 mentions).

How were these scores calculated?

GoAI tests brands across 4 AI platforms using buyer-intent prompts relevant to the French Tech category.

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