treg people search bench notes (as cited)

1. Source

Published treg people search materials present “People Search Bench by LessieAI — 119 real tasks, % answered correctly,” comparing the same agent with and without treg.

On this host: treg people search landing.

2. Published headline numbers

• B2B prospecting: Claude Code alone 43%; Claude Code + treg 78.2% (as labeled in that write-up)
• Other category bars include Recruiting, Deterministic, and Influencer percentages
• Additional strip claims (for example speed/token deltas) are published marketing metrics — treat them as attributed citations, not our re-test

3. Limits of this note

We do not re-run LessieAI’s harness here. Upstream published figures can change. This host’s treg people search API is a separate retail product path and does not inherit those bench scores as a guarantee of your results.