Last refreshed 2026-06-02
Based on 3 AI engines across 1 buyer language.
AI Readiness pillars
How FREE LIGHTING 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 very limited information about FREE LIGHTING LIMITED, a Lights supplier in hk. Across recent queries the company scored 37 out of 100 (Dark Signal), with the strongest dimension being Identity and Presence at 80 out of 100 and the weakest Product Clarity at 15 out of 100. 2 AI engines (out of 3 tested: GPT-4o, Claude Sonnet, deepseek-chat) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include led lamps, decorative lighting. Certifications and trust indicators referenced by AI: ce, rohs, ul. The biggest opportunity for improvement is the Product Clarity 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 | 0 / 4 | not found | — | None | None |
| Claude Sonnet | 1 / 4 | neutral | — | None | CE, RoHS, UL |
| DeepSeek | 1 / 4 | neutral | — | LED lamps, decorative lighting | None |
Improvement Roadmap
Concrete actions to lift this supplier's Signal Score, ranked by impact. Generated from the latest audit.
- 1
Publish company registration details
+12 ptsAdd your current registration number and status on your website to enhance discoverability and credibility. This provides essential verification for AI and potential buyers.
Identity & PresenceLow effort
- 2
Detail product specifications on website
+15 ptsCreate detailed product pages for LED lamps and decorative lighting with specific features, benefits, and use cases. This will improve clarity for AI and potential buyers dealing with the product offerings.
Product ClarityMedium effort
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