Last refreshed 2026-05-26
Based on 5 AI engines across 1 buyer language.
AI Readiness pillars
How MH-Invest 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 MH-Invest, a IT Services supplier in be. Across recent queries the company scored 35 out of 100 (Dark Signal), with the strongest dimension being Identity and Presence at 80 out of 100 and the weakest Product Clarity at 10 out of 100. 2 AI engines (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. No specific products were surfaced by AI engines for this supplier, which contributes directly to the Product Clarity dimension at 10 out of 100. No certifications or third-party validations surfaced in AI responses, which limits the Buyer Trust dimension at 20 out of 100 and the AI Recommendation Rate at 20 out of 100. 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 mini | 0 / 4 | not found | — | None | None |
| DeepSeek | 1 / 4 | not found | — | None | None |
| Claude Haiku | 1 / 4 | not found | — | None | None |
| Perplexity Sonar | 0 / 4 | not found | — | None | None |
| Gemini 2.5 Flash | 0 / 4 | 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 web schema for discoverability
+12 ptsImplement structured data markup on your website to improve how search engines index your company. This will increase discoverability and help AI engines find your business more effectively, raising your visibility score.
Identity & PresenceMedium effort
- 2
List available IT services on website
+15 ptsCreate a dedicated section on your website that clearly lists all IT services offered. This clarity will help AI understand your offerings and align recommendations better, improving the product clarity dimension.
Product ClarityMedium effort
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