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Adapta-formation.com, Nathalie CHERMEUX

FR · Training And Consulting · adapta-formation.com

Last refreshed 2026-06-30

30Dark Signal

Based on 4 AI engines across 1 buyer language.

AI Readiness pillars

How Adapta-formation.com, Nathalie CHERMEUX performs against the three pillars buyers care about when sourcing via AI.

AI Knowledge30 / 100

Weight 40% · Do multiple AI engines recognise you and tell a consistent story

AI Recommendation0 / 100

Weight 30% · When buyers ask AI to source in your niche, do you come up

AI Verdict60 / 100

Weight 30% · How AI engines rate you on quality, reliability, pricing

What AI says

AI engines have very limited information about Adapta-formation.com, Nathalie CHERMEUX, a Training and Consulting supplier in fr. Across recent queries the company scored 35 out of 100 (Dark Signal), with the strongest dimension being Buyer Trust at 80 out of 100 and the weakest Digital Footprint at 0 out of 100. One AI engine (out of 4 tested: GPT-4o mini, Claude Haiku, gemini-2.5-flash, deepseek-chat) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include training and consulting, management, sales. Certifications and trust indicators referenced by AI: qualiopi. The biggest opportunity for improvement is the Digital Footprint dimension; the Improvement Roadmap below lists concrete supplier-executable actions ranked by expected score uplift.

AI engine breakdown

One row per AI engine. Aggregates identity, sourcing, trust, and verdict queries.

AI EngineFoundSentimentRatingProducts mentionedCertifications
GPT-4o mini0 / 4not foundn/aNoneNone
Claude Haiku0 / 4not foundn/aNoneNone
Gemini 2.5 Flash0 / 4not foundn/aNoneNone
DeepSeek1 / 4positiven/atraining and consulting, management, salesQualiopi

Improvement Roadmap

Concrete actions to lift this supplier's Signal Score, ranked by impact. Generated from the latest audit.

  1. 1

    Create and optimize LinkedIn company profile

    +12 pts

    Ensure the LinkedIn company page is complete with description, logo, and contact details for better discoverability by AI and potential clients.

    Identity & PresenceMedium effort

  2. 2

    Publish company website on relevant business directories

    +15 pts

    List the company on recognized business directories to improve visibility and increase digital footprint score, aiding in discoverability.

    Digital FootprintMedium effort

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Adapta-formation.com, Nathalie CHERMEUX AI Visibility Score on Reevol Signal

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