Last refreshed 2026-07-29
Based on 4 AI engines across 1 buyer language.
AI Readiness pillars
How Forrest 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 Forrest, a Office & Stationery supplier in cn. Across recent queries the company scored 11 out of 100 (Dark Signal), with the strongest dimension being Digital Footprint at 70 out of 100 and the weakest AI Recommendation Rate at 0 out of 100. None of the 4 tested AI engines (GPT-4o mini, Claude Haiku, gemini-2.5-flash, deepseek-v4-flash) 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, 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 | 0 / 4 | not found | n/a | None | 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
Create and publish web schema markup
+12 ptsImplement structured data schema on the company website to improve search engine visibility and AI discoverability. This will boost the likelihood of being recognized by AI engines and enhance overall identity scores.
Identity & PresenceMedium effort
- 2
List company on relevant directories
+10 ptsRegister the company on industry-specific directories and platforms like Google My Business and LinkedIn. This increases discoverability and improves AI recognition of the company's identity.
Identity & PresenceMedium effort
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<a href="https://signal.reevol.com/supplier/forrest-cn"><img src="https://signal.reevol.com/api/og/badge/forrest-cn" alt="Forrest AI Visibility Score on Reevol Signal" width="320" height="100"></a>Other Office & Stationery suppliers in CN
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