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 hybrid car deals

Honda takes the top spot in 64.3% of resamples. Of 9 ranked brands, only 5 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

Special Finance Offers | Lease Deals | Hyundai USAwww.hyundaiusa.comhyundaiusa.com/us/en/offers?utm=airanks.net189
Honda Lease Deals and Current Finance Offers | Hondaautomobiles.honda.comautomobiles.honda.com/tools/curren…rs?utm=airanks.net127
2026 Honda CR-V Hybrid Prices, Financing Deals and Lease Specials | CarsDirectwww.carsdirect.comcarsdirect.com/honda/cr-v-hybrid/p…ls?utm=airanks.net78
Best Hybrid Leases, Deals & Incentives for July 2026 - TrueCarwww.truecar.comtruecar.com/deals/fuel-hybrid/?utm=airanks.net45
Best Hybrid Car Financing Deals: July 2026 - CarsDirectwww.carsdirect.comcarsdirect.com/deals-articles/best…ls?utm=airanks.net40
Find New Car Lease Deals Near You | Monthly Lease Offerswww.carsdirect.comcarsdirect.com/deals/lease-deals?utm=airanks.net39
Toyota Camry Deals | New Toyota Incentiveswww.toyota.comtoyota.com/deals-incentives/camry/?utm=airanks.net36
Best Hyundai Sonata Hybrid Deals, Incentives, and Rebates for July 2026www.kbb.comkbb.com/hyundai/sonata-hybrid/deal…s/?utm=airanks.net26

The Ranking, With Its Uncertainty

Honda contested Honda — ci 0.75–1.00 · n=396 · 64.3% of resamples held this rank · named in 82% of answers
Hyundai unsettled Hyundai — ci 0.75–1.00 · n=396 · 36.9% of resamples held this rank · named in 71% of answers
Toyota contested Toyota — ci 0.75–1.00 · n=396 · 51.7% of resamples held this rank · named in 89% of answers
Kia locked Kia — ci 0.63–0.63 · n=396 · 100.0% of resamples held this rank · named in 40% of answers
Ford firm Ford — ci 0.38–0.50 · n=396 · 94.9% of resamples held this rank · named in 16% of answers
Mazda firm Mazda — ci 0.38–0.50 · n=396 · 94.5% of resamples held this rank · named in 10% of answers
Subaru firm Subaru — ci 0.13–0.25 · n=396 · 81.6% of resamples held this rank · named in 7% of answers
Nissan firm Nissan — ci 0.13–0.25 · n=396 · 82.0% of resamples held this rank · named in 5% of answers
Mitsubishi gathering Mitsubishi — gathering data, n=396. 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.

Honda

0.75–1.00

Hyundai

0.75–1.00

Toyota

0.75–1.00

Kia

0.63–0.63

Ford

0.38–0.50

Mazda

0.38–0.50

Subaru

0.13–0.25

Nissan

0.13–0.25