Last refreshed 2026-09-01
Based on 3 AI engines across 1 buyer language.
AI Readiness pillars
How Isamail 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 Isamail, a Higher Education supplier in fi. Across recent queries the company scored 23 out of 100 (Dark Signal), with the strongest dimension being Buyer Trust at 50 out of 100 and the weakest AI Recommendation Rate at 0 out of 100. One AI engine (out of 3 tested: GPT-4o, Claude Sonnet, deepseek-v4-flash) returned substantive information about the company across identity, sourcing, and trust prompts. Products surfaced by AI include internal or institutional email/mailing service, it services. 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 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 |
|---|---|---|---|---|---|
| DeepSeek | 0 / 3 | not found | n/a | None | None |
| GPT-4o | 0 / 4 | not found | n/a | None | None |
| Claude Sonnet | 1 / 4 | positive | n/a | internal or institutional email/mailing service, IT services | None |
Improvement Roadmap
Concrete actions to lift this supplier's Signal Score, ranked by impact. Generated from the latest audit.
- 1
Create and publish a LinkedIn company profile
+12 ptsSet up a complete LinkedIn profile to improve discoverability and branding. This will help AIs identify the company more effectively and enhance overall visibility.
Identity & PresenceLow effort
- 2
Implement structured data on the website
+10 ptsAdd schema markup to your website to improve search engine results and help AI recognize your business effectively. This can also enhance the chance of your company being found by name.
Identity & PresenceMedium effort
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<a href="https://signal.reevol.com/supplier/isamail-fi"><img src="https://signal.reevol.com/api/og/badge/isamail-fi" alt="Isamail AI Visibility Score on Reevol Signal" width="320" height="100"></a>