CARCELLES SAS
FR · construction · carcelles.com
Last refreshed 2026-05-26
Based on 4 AI engines across 1 buyer language.
AI Readiness pillars
How CARCELLES SAS 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 recognize CARCELLES SAS, a construction supplier in fr. Across recent queries the company scored 67 out of 100 (Moderate Signal), with the strongest dimension being Identity and Presence at 100 out of 100 and the weakest AI Recommendation Rate at 50 out of 100. 3 AI engines (out of 4 tested: GPT-4o, Claude Sonnet, Perplexity Sonar, deepseek-chat) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include heating, air conditioning, plumbing. Certifications and trust indicators referenced by AI: qualibat, qualigaz, qualibois (air and water modules). The Improvement Roadmap below outlines how to close remaining gaps and push every dimension toward Strong Signal.
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 | 0 / 4 | not found | — | None | None |
| Claude Sonnet | 2 / 4 | not found | — | None | None |
| Perplexity Sonar | 3 / 4 | neutral | — | heating, air conditioning, plumbing | Qualibat, Qualigaz, Qualibois (air and water modules) |
| DeepSeek | 1 / 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
List Verified Certifications on Website
+15 ptsClearly display your qualifications and certifications such as Qualibat and RGE on your homepage. This enhances trust and increases AI recommendation scores by providing verified proof of quality.
AI Recommendation RateMedium effort
- 2
Gather and Display Customer Reviews
+10 ptsCollect real customer reviews and publish them on your website. This builds credibility and can improve buyer trust signals significantly, as independent feedback acts as a trust signal to potential clients.
Buyer Trust SignalsHigh effort
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