Last refreshed 2026-06-12
Based on 4 AI engines across 1 buyer language.
AI Readiness pillars
How analysis group 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 a strong, consistent picture of analysis group, a Professional Services supplier in us. Across recent queries the company scored 82 out of 100 (Strong Signal), with the strongest dimension being AI Recommendation Rate at 100 out of 100 and the weakest Buyer Trust at 50 out of 100. 4 AI engines (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 economics, finance, health care analytics. No certifications or third-party validations surfaced in AI responses, which limits the Buyer Trust dimension at 50 out of 100 and the AI Recommendation Rate at 100 out of 100. 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 mini | 3 / 4 | positive | n/a | economic analysis, statistical modeling, expert testimony | None |
| Claude Haiku | 2 / 4 | positive | n/a | economic consulting, financial analysis, litigation support | None |
| Gemini 2.5 Flash | 3 / 4 | neutral | n/a | economics, finance, health care analytics | None |
| DeepSeek | 3 / 4 | positive | n/a | expert testimony, economic modeling, strategy consulting | None |
Improvement Roadmap
Concrete actions to lift this supplier's Signal Score, ranked by impact. Generated from the latest audit.
- 1
Obtain and display client testimonials
+15 ptsCollect and publish authentic testimonials from clients on the website. This will enhance buyer trust signals by providing social proof of your services.
Buyer Trust SignalsMedium effort
- 2
Enhance social media presence
+10 ptsRegularly post updates and insights on LinkedIn and other relevant platforms to increase engagement and visibility. This will strengthen your digital footprint and attract more visibility.
Digital FootprintMedium effort
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