Observed arrival · 2026-09-14

The AI Opportunity Index, drawn from installed systems

aioindex.org Observed source

Editorial interest 84/100 Selection signal · not a rating of the site

A research index maps how much AI can reach and return value on a firm's existing work and technology.

Landing page captured for the 2026-09-14 issue.

Field notes

The index reads installed technology rather than survey responses, treating each application as a data layer plus business logic and comparing firms within an industry. Its map places technology categories on reach and structure axes, with bubble size representing contribution to the index. The page identifies 2020, 2021, 2022, and 2025 census waves and notes that 14 of 1,663 firms lack a 2022 observation; product names are reserved for a stated full release.

Observed signals

Read the marks

Editorial observations of this landing page, not a rating.

○OpenPublic substance visible

✦PrettyNotable craft visible

●ProPolished or operationally mature

◎NicheUnusually specific use

◉HumanPersonal, local, civic, or handmade

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