Last refreshed 2026-07-17
Based on 4 AI engines across 1 buyer language.
AI Readiness pillars
How Debsa 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 Debsa, a Architecture & Planning supplier in sa. Across recent queries the company scored 39 out of 100 (Dark Signal), with the strongest dimension being Product Clarity at 80 out of 100 and the weakest AI Recommendation Rate 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 master planning, urban design, architecture. No certifications or third-party validations surfaced in AI responses, which limits the Buyer Trust dimension at 45 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, trust, and verdict queries.
| AI Engine | Found | Sentiment | Rating | Products mentioned | Certifications |
|---|---|---|---|---|---|
| GPT-4o mini | 0 / 4 | not found | n/a | None | None |
| Claude Haiku | 0 / 4 | not found | n/a | None | None |
| Gemini 2.5 Flash | 1 / 4 | neutral | n/a | master planning, urban design, architecture | None |
| DeepSeek | 0 / 4 | not found | n/a | None | None |
Improvement Roadmap
Concrete actions to lift this supplier's Signal Score, ranked by impact. Generated from the latest audit.
- 1
Claim your company profile on LinkedIn
+12 ptsClaim and optimize your company profile on LinkedIn to enhance online visibility and credibility. This will improve AI discoverability and potentially increase the AI recommendation rate.
Identity & PresenceMedium effort
- 2
Add structured data to your website
+10 ptsImplement JSON-LD schema markup on your website to define your business information clearly. This improves search engine visibility and helps AI engines to find and interpret your company accurately.
Identity & PresenceHigh effort
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<a href="https://signal.reevol.com/supplier/debsa-sa"><img src="https://signal.reevol.com/api/og/badge/debsa-sa" alt="Debsa AI Visibility Score on Reevol Signal" width="320" height="100"></a>Top Architecture & Planning suppliers worldwide
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