Comparable AI adoption intelligence — by country & industry
Point estimates with modeled ranges, SME vs Large splits, trends, and ROI signals. Built from public datasets + directional proxies.
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Popular datasets & comparisons
AI Adoption by Industry — India (2025) Leaderboard
SME vs Large splits, trends, ROI bubbles. IT, BFSI, Telecom lead.
Open →AI Adoption by Industry — United States (2025) Benchmark
U.S. cross-industry comparison with ranges and YoY movement.
Open →ChatGPT Usage — Turkey (2025) MAU + Range
Point estimate & uncertainty band; segment penetration.
Open →ChatGPT Usage — UAE (2025) Professional tilt
Higher paid share & enterprise signals across hubs.
Open →AI Adoption by Industry — Germany (2025) Manufacturing
GDPR & works council context; auto/electronics clusters.
Open →AI Adoption by Industry — Brazil (2025) Split Manu
Auto/Electronics vs Food/CPG split; retail momentum.
Open →Latest datasets
Methodology in 30 seconds
We combine public datasets (World Bank, ILOSTAT, national releases) with directional proxies (traffic, postings, developer activity). We publish a point estimate and show a modeled range as an uncertainty band.
All datasets carry a “Modeled + Public Data” badge and link to sources. Ranges update as signals change.
Read full methodologyNext verticals
Digital Marketing Intelligence coming soon
Channel spend, CPC/CPA benchmarks, content velocity & SERP shifts — country & sector cuts.
/dmInternet Economy Indicators coming soon
E-commerce GMV, fintech penetration, logistics capacity, creator economy — comparable indices.
/ienoindex until launch.