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Automd.com

ChatGPT occasionally recommends this site, but not often enough to earn estimated traffic in our index.

~0

ESTIMATED

ChatGPT referrals / mo

Appears in 28 prompt categories at low frequency (under our 2-of-5-runs confidence bar), listed below.

These aren't logged prompts (ChatGPT doesn't share those). They're the commercial topics people ask ChatGPT to recommend products for, sized from real search demand and verified by running each one through ChatGPT. How we estimate this.

Prompts where ChatGPT recommends Automd.com

Each topic written the way a person would ask it. Estimated visits = this site's share of that prompt's demand.

No confident rankings yet.

Also occasionally recommended

ChatGPT named Automd.com here in only some runs (below our 2-of-5 confidence bar), so these earn no estimated traffic, but they show where it occasionally surfaces this site.

What are the best independent auto repair shops? seen rank 12 2 of 5 runs What's the best auto repair franchise? seen rank 1 1 of 5 runs What's the best coolant leak repair? seen rank 1 1 of 5 runs What's the best inexpensive car paint job? seen rank 2 1 of 5 runs What's the best auto air conditioning service? seen rank 4 1 of 5 runs What's the best detailed car wash? seen rank 4 1 of 5 runs What are the best local auto mechanics? seen rank 5 1 of 5 runs What's the best car radiator leak sealer? seen rank 5 1 of 5 runs What's the best car dent removal service? seen rank 6 1 of 5 runs What's the best brake replacement? seen rank 8 1 of 5 runs What's the best car detailing Hoover? seen rank 9 1 of 5 runs What's the best tire repair shop? seen rank 9 1 of 5 runs What's the best brake service price? seen rank 10 1 of 5 runs What's the best rust treatment? seen rank 11 1 of 5 runs What's the best tire rotation? seen rank 12 1 of 5 runs What's the best place to get a car serviced? seen rank 12 1 of 5 runs What's the best car rust prevention? seen rank 12 1 of 5 runs What's the best alternator belt? seen rank 13 1 of 5 runs What is the best commercial window tint? seen rank 13 1 of 5 runs What's the best scratch repair for black cars? seen rank 13 1 of 5 runs What's the best undercoating to prevent rust? seen rank 15 1 of 5 runs What is the best auto body shop? seen rank 16 1 of 5 runs What's the best windshield coating? seen rank 16 1 of 5 runs What's the best radiator flush chemical? seen rank 17 1 of 5 runs What's the best glue remover from glass? seen rank 18 1 of 5 runs What's the best car radiator leak repair? seen rank 18 1 of 5 runs What is the best auto rust protection? seen rank 18 1 of 5 runs What's the best engine oil leak additive? seen rank 20 1 of 5 runs

How is this estimated?

ChatGPT doesn't publish prompt data. We measure real demand for each commercial topic from Google search volume, scale it to ChatGPT's user base (about 1 ChatGPT user for every 8 Google searchers), and run each topic through ChatGPT 5 times to record which sites it recommends and in what order. A click-through-by-rank curve splits each topic's demand across the recommended sites. Every figure is a modeled estimate, not measured analytics. Full methodology →