Last refreshed 2026-05-19
Based on 2 AI engines across 1 buyer language.
Dimension breakdown
How AI engines perceive ICSC across the five Signal dimensions.
Weight 30%
Weight 20%
Weight 20%
Weight 15%
Weight 15%
What AI says
AI engines have very limited information about ICSC, a Information Technology supplier in sa. Across recent queries the company scored 8 out of 100 (Dark Signal), with the strongest dimension being Digital Footprint at 50 out of 100 and the weakest AI Recommendation Rate at 0 out of 100. None of the 2 tested AI engines (GPT-4o mini, Claude Haiku) 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, and trust queries.
| AI Engine | Found | Sentiment | Languages | Products mentioned | Certifications |
|---|---|---|---|---|---|
| GPT-4o mini | 0 / 2 | not found | en | None | None |
| Claude Haiku | 0 / 1 | not found | en | None | None |
Improvement Roadmap
Concrete actions to lift this supplier's Signal Score, ranked by impact. Generated from the latest audit.
- 1
Register company on Google Business Profile and LinkedIn
+15 ptsAI systems cannot find ICSC by name (0/3 success rate). Create a verified Google Business Profile with company name, location, and IT service category. Establish a LinkedIn company page with complete description and employee profiles. This enables AI engines to associate queries with your organization and improves discoverability in supplier searches.
Identity & PresenceLow effort
- 2
Publish detailed service offerings with structured data markup
+18 ptsAI found no product or service information about ICSC. Add a Services page listing your IT offerings (e.g., consulting, managed services, infrastructure) with Schema.org markup. Include service names, descriptions, and target industries. Structured data allows AI systems to extract and recommend your specific capabilities in relevant contexts.
Product ClarityMedium effort
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