✦ 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 assistants typically select a small number of tools in comparison queries, rather than listing all options. Tools like GoAI.ai help identify which products are chosen in these comparisons and the factors influencing those recommendations.

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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