Observed arrival · 2026-10-25
Dealer Agent Analytics watches the AI shoppers at the showroom door
A dealership analytics product that tracks AI assistants visiting inventory pages, what they request, and whether the site serves or refuses them.
○Open
⊠Login
$Paid
†Ads
✦Pretty
●Pro
◎Niche
◉Human
⚑Risk
ƒJS
- For
- Franchise dealership GMs and internet teams
- Worth noticing
- The page reports 6,418 refused requests at one franchise in two weeks, while noting those refusals were absent from the dealer’s analytics.
Field notes
The page distinguishes assistants answering a shopper, browser agents acting on a shopper’s behalf, and crawlers building training data. It says attribution draws on declared identity, published network ranges, and behavior, while unknown traffic remains labeled unattributed. One example reports 6,418 refused requests at a franchise over two weeks; the page says those refusals did not appear in the dealer’s analytics.
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