Last refreshed 2026-05-25
Based on 5 AI engines across 1 buyer language.
AI Readiness pillars
How Toppwork Limited 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 partial picture of Toppwork Limited, a Information Technology supplier in hk. Across recent queries the company scored 43 out of 100 (Weak Signal), with the strongest dimension being Product Clarity 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 odoo erp, customer relationship management, e-commerce. 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 / 2 | not found | — | None | None |
| Claude Haiku | 0 / 1 | not found | — | None | None |
| Perplexity Sonar | 1 / 1 | neutral | — | Odoo ERP, customer relationship management, e-commerce | None |
| Gemini 2.5 Flash | 0 / 1 | not found | — | None | None |
| DeepSeek | 0 / 1 | not found | — | None | None |
Improvement Roadmap
Concrete actions to lift this supplier's Signal Score, ranked by impact. Generated from the latest audit.
- 1
Enhance online presence with web schema
+12 ptsImplement structured data markup using schema.org to improve discoverability in search engines. This will help AI engines find and recognize your company more effectively, boosting your identity score.
Identity & PresenceMedium effort
- 2
Obtain and publish client testimonials
+20 ptsCollect testimonials from existing clients and showcase them on your website. This will reinforce credibility and trustworthiness with potential buyers, positively impacting the buyer trust score.
Buyer Trust SignalsMedium effort
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