Last refreshed 2026-05-26
Based on 5 AI engines across 1 buyer language.
AI Readiness pillars
How LES FERS DE JO-AD performs against the three pillars buyers care about when sourcing via AI.
Weight 40% · Do multiple AI engines recognise you and tell a consistent story
Weight 30% · When buyers ask AI to source in your niche, do you come up
Weight 30% · How AI engines rate you on quality, reliability, pricing
What AI says
AI engines have very limited information about LES FERS DE JO-AD, a Building Materials supplier in fr. Across recent queries the company scored 31 out of 100 (Dark Signal), with the strongest dimension being Identity and Presence at 80 out of 100 and the weakest Buyer Trust at 0 out of 100. One AI engine (out of 5 tested: GPT-4o mini, Claude Haiku, Perplexity Sonar, gemini-2.5-flash) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include ferronnerie, métallerie, serrurerie. 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 30 out of 100. The biggest opportunity for improvement is the Buyer Trust 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 Engine | Found | Sentiment | Rating | Products mentioned | Certifications |
|---|---|---|---|---|---|
| GPT-4o mini | 0 / 4 | not found | — | None | None |
| Claude Haiku | 0 / 4 | not found | — | None | None |
| Perplexity Sonar | 2 / 4 | neutral | — | ferronnerie, métallerie, serrurerie | None |
| Gemini 2.5 Flash | 0 / 4 | not found | — | None | None |
| DeepSeek | 0 / 4 | not found | — | None | None |
Improvement Roadmap
Concrete actions to lift this supplier's Signal Score, ranked by impact. Generated from the latest audit.
- 1
Implement structured data for better discoverability
+12 ptsAdd web schema markup to the homepage to enhance search engine visibility and improve AI recognition. This will help ensure that AI engines can find and accurately identify your company information.
Identity & PresenceMedium effort
- 2
Publish certifications on the website
+20 ptsDisplay the Certified v18 credential prominently on the homepage and relevant product pages to build buyer trust. Clear visibility of certifications reassures potential clients of your compliance and quality standards.
Buyer Trust SignalsLow effort
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