An estimated ~1,400,000 domains sit in the automotive category of our 120M+ classification database — car-review and buying-guide sites, DIY repair and maintenance blogs, parts and accessory reviewers, EV and enthusiast communities, detailing creators and motorcycle publishers. We screen each against your advertiser ICP and return the publishers worth recruiting, deduplicated to one row per site. That figure is an estimate for framing; your pilot returns the measured count.
Automotive advertisers each chase a different driver: a car shopper, a DIY mechanic, an EV-curious buyer, an insurance comparer. Each ICP is a precise set of required, preferred and disqualifying signals a full run is screened against.
Aftermarket and accessory stores recruit publishers whose readers turn write-ups into purchases: hands-on part reviews, install guides and gear roundups. First-hand testing with real photos is what they pay for, not spec-sheet regurgitation.
Listing and car-buying services want publishers who catch readers mid-decision: model comparisons, buying guides and reliability breakdowns. Comparison depth and a shopper-stage audience are the signals they screen for.
Insurers and auto-loan brands recruit publishers whose readers are in a cost-and-coverage mindset: ownership-cost breakdowns, insurance explainers and financing guides. Practical money content converts, not enthusiast reviews.
EV makers and charging networks want creators embedded in the electric-vehicle shift: charging-network reviews, range tests and EV-ownership logs. An engaged, forward-looking audience matters as much as the content itself.
On top of the shared 20-signal vocabulary, this vertical is read against fields built for how automotive content behaves. Every field is extracted from what the site publishes and shipped with its own confidence score.
Need a field that isn't here — "commercial / fleet content", "targets a single make or model"? Custom signals are defined per engagement and calibrated on your reviewed sample.
The funnel below is illustrative, shaped like the shrinkage a real run shows: a large category narrows to genuine publishers, then to the subset that clears one advertiser's ICP. Every number here is an estimate for shape — your pilot replaces them with measured counts.
Case-study basis for the method: a large-scale production run on our own classification platform had 30M source domains narrowed to 1.73M travel-related, 1.2M ICP-screened, at ~96% precision on their sample review. Automotive figures above are estimates, not measured.
Networks show you only the automotive publishers who already enrolled. The independent DIY mechanics, model-specific forums and EV creators your competitors haven't signed never surface there.
| Full-web discovery | Affiliate marketplace / network | |
|---|---|---|
| Coverage | Every automotive domain in a 120M+ classification, incl. the independent long tail | Only publishers already enrolled in that network |
| Selection basis | Your ICP as required / preferred / disqualifying signals per site | Self-declared categories and network tags |
| Niche depth | Enthusiast / model niche is a screened field, so single-marque sites surface | Small enthusiast sites rarely join national networks |
| Competitive edge | Reach niche automotive creators no one has recruited yet | The same shortlist every advertiser already sees |
| Deliverable | Deduplicated CSV, one row per canonical domain, every signal scored | In-platform list you cannot export or enrich freely |
The output is a deduplicated CSV, one row per canonical domain, importable into any partner CRM. Every publisher arrives with the same structured profile — not a bare URL you still have to research.
Canonical domain, site name, detected language and geo focus, after mirrors and country variants collapse to a single row.
Fit result and fit score, computed from your required, preferred and disqualifying signals — not guessed from a keyword match.
Every automotive field — part reviews, DIY content, EV focus — carries its own confidence score, so you can slice by certainty.
Affiliate-link and display-ad signals, newsletter and social presence, plus reproducible traffic proxies — never invented visitor counts.
We configure the full run for your advertiser ICP and deliver the first 20 qualified automotive publishers free, with a projection of the complete vertical. No cost, no obligation.
Request a Free Pilot See the Automotive sample report