Observed arrival · 2026-11-04
Local AI Sources: Central Florida’s monthly AI citation ledger
A public monthly record of which businesses and sources four AI engines cite for local services across 10 Central Florida cities.
○Open
⊠Login
$Paid
†Ads
✦Pretty
●Pro
◎Niche
◉Human
⚑Risk
ƒJS
- For
- Central Florida businesses and local-search researchers
- Worth noticing
- The November edition labels its 100-question sample provisional: one observation per question, with automatic name extraction.
Field notes
The project says it repeats the same local-service questions across its panel and records both business names and cited sources. The November edition displays engine counts by trade and city, but labels the sample N=1 per question; its own caveat says name extraction is automatic and imperfect, so the counts are a record of this run rather than a stable ranking.
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
One card from the complete issue