Automotive: the review sites that decide which models are named

Car buyers ask assistants to compare models. See which review and comparison sites the answers lean on, and where you could appear.

For: Car brands, dealer groups and automotive marketplaces

Paste this into your assistant

Which car review and comparison sites do the assistants cite when buyers compare models like ours, how often are we named in those answers, and where could we get featured?

What happens

1. 01Lists the review and comparison sites cited most, with how often you appear in the same answers.
2. 02For the top site, shows which of your questions it shapes.
3. 03Checks which of those sites offer a placement.

Tools it calls

• listCitedSourcesread only

  Domains or individual pages the models cited when answering, with how often each was used and how often the tracked brand appeared in those same answers. A source cited often with 0% brand presence is the clearest thing to act on.

• getSourcePromptImpactread only

  Which tracked prompts pull from one source, and through which engines. Use it after listCitedSources to turn 'we are missing from X' into a specific set of questions.

• listPublishingOptionsread only

  Cited domains where the client can actually buy a publication through our partner, with the partner's cheapest listed price. Use it when asked where an article, mention or sponsored piece could be placed - it is the only source of prices, and the only way to know which cited sites are buyable at all.

What you end up with

The automotive sources worth a review or a feature, ranked by the answers they shape.

See real assistant answers in this industry

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