Observed arrival · 2026-09-10
GTM AI Recommendation Index
A comparative index of the go-to-market products six frontier AI models recommend across 73 categories.
○Open
⊠Login
$Paid
†Ads
✦Pretty
●Pro
◎Niche
◉Human
⚑Risk
ƒJS
Field notes
The index combines direct, paraphrased, budget, and scale prompts before calculating first-choice shares across six models. Its September 2026 edition records 438 prompts, 2,628 answers, and 17,395 judge labels covering 3,019 products and 2,580 vendors. The page defines a result as contested when the leading share is 40% or lower, while noting that its calibration repeat for measuring the noise floor has not yet run.
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
One card from the complete issue