HARI RAM GULAB RAI
IN · Wholesale · Est. 1920 · hrgr.co.in
Last refreshed 2026-05-23
Based on 2 AI engines across 1 buyer language.
Dimension breakdown
How AI engines perceive HARI RAM GULAB RAI across the five Signal dimensions.
Weight 30%
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What AI says
AI engines have very limited information about HARI RAM GULAB RAI, a Wholesale supplier in in. 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, trust, and verdict queries.
| AI Engine | Found | Sentiment | Rating | Products mentioned | Certifications |
|---|---|---|---|---|---|
| GPT-4o mini | 0 / 1 | not found | — | None | None |
| Claude Haiku | 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
Register company on Google Business Profile and LinkedIn
+18 ptsCreate a verified Google Business Profile listing and a LinkedIn company page with complete business information, location, and contact details. This ensures AI search engines and buyer platforms can reliably find and identify your company by name, which is currently missing entirely.
Identity & PresenceLow effort
- 2
Document and publish wholesale product categories with specifications
+16 ptsCreate a products or services page listing the specific wholesale categories you supply (e.g., spices, food ingredients, or other commodity types). Include basic specifications, minimum order quantities, and packaging details. This gives AI engines concrete product data to index and recommend.
Product ClarityMedium effort
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