Cluster TOTEM

What AI says

AI engines have a partial picture of Cluster TOTEM, a Other Services supplier in fr. Across recent queries the company scored 50 out of 100 (Weak Signal), with the strongest dimension being Product Clarity at 80 out of 100 and the weakest AI Recommendation Rate at 30 out of 100. One AI engine (out of 3 tested: GPT-4o, Claude Sonnet, Perplexity Sonar) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include other services, manufacturing / maintenance, wholesale / retail. Certifications and trust indicators referenced by AI: certified v19, certified v18, certified v17. The biggest opportunity for improvement is the AI Recommendation Rate 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, and trust queries.

Improvement Roadmap

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

1. 1

   Add web schema markup to homepage

   +12 pts

   Implement structured data using schema.org to improve discoverability and help AI engines understand your business better. This can increase your visibility in search engine results.

   Identity & Presence · Medium effort

2. 2

   Enhance LinkedIn company profile

   +10 pts

   Complete and optimize your LinkedIn company profile with accurate business information, including services offered and certifications. A robust profile increases trust and enhances visibility in professional networks.

   Identity & Presence · Medium effort

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