Observed arrival · 2026-10-18
GEO Tool Index: 44 AI-Visibility Tools Compared
A comparison index for tools that track brand mentions in AI answers, with vendor pricing, plan limits, and engine coverage.
○Open
⊠Login
$Paid
†Ads
✦Pretty
●Pro
◎Niche
◉Human
⚑Risk
ƒJS
- For
- Agencies comparing AI-visibility vendors
- Worth noticing
- It reports 100 unknown fields across 44 listings and keeps those gaps visible instead of inferring missing plan details.
Field notes
Each listing is organized around segment, entry price, plan limit, supported AI engines, white-label, API, MCP, free-trial availability, and the date checked; filters include price bands, segments, and engines. The index reports 44 tools, 40 with public prices, and 100 fields still unknown on Oct. 17, 2026. A price-change log and weekly memo are also linked.
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