AIRANKS — The Authoritative Rankings for AI Web Content

AIRANKS measures AI visibility: we ask AI models real product and service questions, capture the complete answers as immutable observations, and publish what they contain — which brands were mentioned, which domains were cited, and which exact pages were linked. Every domain gets an AIR score from 1–10 (a decile of visibility in the active dataset; 0 means insufficient data), with the methodology in the open.

AIR

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The Question

← all rankings / dataset COBALT

Best pickup truck deals

Chevrolet takes the top spot in 100.0% of resamples. Of 10 ranked brands, only 2 hold a position we'd call firm.

0
answers sampled
0
brands named
1,000
bootstrap resamples

Who AI Cites For This Question

25 cited pages · bars vs the leader

Current Chevy Deals & Offers: New Car Dealswww.chevrolet.comchevrolet.com/current-offers?utm=airanks.net182
Best Car Rebates & Incentives: July 2026 - CarsDirectwww.carsdirect.comcarsdirect.com/deals-articles/best…ls?utm=airanks.net62
2026 Chevy Silverado 1500 | Pickup Truck | Chevroletwww.chevrolet.comchevrolet.com/trucks/silverado/1500?utm=airanks.net62
2026 Ram 1500 Deals for July Include $13,500 Consumer Rebate | Cars.comwww.cars.comcars.com/articles/2026-ram-1500-de…1/?utm=airanks.net61
2027 & 2026 Ford F-150 Prices, Financing Deals and Lease Specials | CarsDirectwww.carsdirect.comcarsdirect.com/ford/f-150/prices-deals?utm=airanks.net53
2026 Ford F-150® Truck | Pricing, Leasing & Incentives | Ford.comwww.ford.comford.com/trucks/f150/pricing-and-i…s/?utm=airanks.net46

The Ranking, With Its Uncertainty

Chevrolet locked Chevrolet — ci 1.00–1.00 · n=393 · 100.0% of resamples held this rank · named in 98% of answers
Ford soft Ford — ci 0.78–0.89 · n=393 · 66.5% of resamples held this rank · named in 84% of answers
Ram soft Ram — ci 0.78–0.89 · n=393 · 66.5% of resamples held this rank · named in 84% of answers
GMC soft GMC — ci 0.44–0.67 · n=393 · 66.5% of resamples held this rank · named in 34% of answers
Nissan unsettled Nissan — ci 0.44–0.67 · n=393 · 44.8% of resamples held this rank · named in 48% of answers
Toyota contested Toyota — ci 0.44–0.67 · n=393 · 54.4% of resamples held this rank · named in 56% of answers
Honda locked Honda — ci 0.33–0.33 · n=393 · 100.0% of resamples held this rank · named in 19% of answers
Jeep contested Jeep — ci 0.00–0.22 · n=393 · 61.4% of resamples held this rank · named in 3% of answers
Buick contested Buick — ci 0.00–0.22 · n=393 · 57.2% of resamples held this rank · named in 2% of answers
Hyundai gathering Hyundai — gathering data, n=393. No bootstrap interval yet.

The Incomparability Lattice

what the intervals separate, not what the list claims

An edge means one brand's interval sits strictly above another's — zero overlap. No edge between two brands is not a gap in the drawing, it is the finding: their intervals overlap, and the bootstrap cannot tell them apart. Brands on the same rung are incomparable, not tied — the ranking above orders them anyway because a list has to print a total order; this diagram is the honest version.

Chevrolet

1.00–1.00

Ford

0.78–0.89

Ram

0.78–0.89

GMC

0.44–0.67

Nissan

0.44–0.67

Toyota

0.44–0.67

Honda

0.33–0.33

Jeep

0.00–0.22

Buick

0.00–0.22