{"slug":"hg-insights","name":"HG Insights","domain":"hginsights.com","verdict":"As of 2026-09-08, Claude, Gemini collectively rank HG Insights #4 of 6 for technographic enrichment apis for identifying website tech stacks. Source: https://modelsagree.com/product/hg-insights (modelsagree.com, CC BY 4.0).","best_rank":4,"categories":1,"entries":[{"slug":"best-technographic-enrichment-apis-for-identifying-website-tech-stacks","title":"Best technographic enrichment APIs for identifying website tech stacks","rank":4,"of":6,"score":2,"appearances":2,"modelRanks":{"Claude":5,"Gemini":5},"reason":"Goes beyond crawlable front-end signals using sourced/modeled intelligence (IT spend, contracts, install base) covering enterprise back-office and infrastructure tech that surface scanners can't see; the strongest pick for enterprise ABM targeting on datacenter, ERP, and hardware categories.","reasons":[{"model":"Claude","reason":"Goes beyond crawlable front-end signals using sourced/modeled intelligence (IT spend, contracts, install base) covering enterprise back-office and infrastructure tech that surface scanners can't see; the strongest pick for enterprise ABM targeting on datacenter, ERP, and hardware categories."},{"model":"Gemini","reason":"Unrivaled for identifying complex enterprise IT, cloud infrastructure (e.g., AWS/GCP/Azure workloads, Kubernetes, data pipelines), and internal software that cannot be fingerprinted from external website code alone, leveraging proprietary multi-signal intelligence."}],"fixes":[{"model":"Claude","fix":"Modeled data means lower per-account precision and no real-time single-domain lookup, sold as high-cost enterprise contracts; wrong for developers or SMBs needing an on-demand, verifiable API."},{"model":"Gemini","fix":"Geared entirely toward enterprise B2B sales/marketing intelligence with high contract minimums and coarse domain-level aggregation, making it ill-suited for real-time URL-level tech stack inspection."}],"updated":"2026-09-08","api":"https://modelsagree.com/api/v1/best/best-technographic-enrichment-apis-for-identifying-website-tech-stacks.json"}],"page":"https://modelsagree.com/product/hg-insights","check":"https://modelsagree.com/check?q=HG%20Insights","updated":"2026-09-09T13:07:58.066Z","attribution":"modelsagree.com, CC BY 4.0"}