ICE Max

What AI says

AI engines have very limited information about ICE Max, a Software supplier in eg. Across recent queries the company scored 8 out of 100 (Dark Signal), with the strongest dimension being Digital Footprint at 50 out of 100 and the weakest AI Recommendation Rate at 0 out of 100. None of the 2 tested AI engines (GPT-4o mini, Claude Haiku) returned substantive information about the company, even when queried by name, category, or domain. No specific products were surfaced by AI engines for this supplier, which contributes directly to the Product Clarity dimension at 0 out of 100. No certifications or third-party validations surfaced in AI responses, which limits the Buyer Trust dimension at 0 out of 100 and the AI Recommendation Rate at 0 out of 100. 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

   Register ICE Max in Google Business Profile and LinkedIn Company page

   +18 pts

   Create verified Google Business Profile and LinkedIn Company account using consistent legal entity name and website URL. This makes the company discoverable by name across AI search indexing and LLM training data, addressing the 0/3 name-finding rate. Inclusion in these foundational directories lifts identity signal from zero baseline.

   Identity & Presence · Low effort

2. 2

   Add structured product schema and certification badges to website

   +16 pts

   Embed Schema.org Product markup on homepage and product pages listing specific offerings, paired with visible badges for Certified v19 and Certified v17. This gives AI systems machine-readable product and certification data (currently undetected despite being on file) and clarifies what the company actually sells. Structured data directly improves LLM product recognition.

   Product Clarity · Medium effort

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