Decision clarity
A reader should know what to buy, skip, or compare within the first screen.
Watchlist
Authenticated AI tool watchlists for teams.
Save AI tools, keep organization context attached, and preserve retest notes behind a secure TechIndex session.
Workspace
Create workspace access
Quality score
How the pages are graded
Evidence quality
Scores need workflow tests, benchmark notes, practical constraints, and failure modes.
Fit guidance
Every page should say who the choice is for, who should avoid it, and when the answer changes.
Operating cost
AI and hardware reviews need price, time, power, maintenance, and switching-cost judgment.
Navigation value
Pages should route readers to the next useful review, comparison, or buying guide.