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 cars used

Toyota takes the top spot in 100.0% of resamples. Of 11 ranked brands, only 4 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

Toyota Battery Warrantywww.toyota.comtoyota.com/electrified-vehicles/wa…y/?utm=airanks.net124
Most Reliable Used Hybrid Cars for 2026 - iSeeCars.comwww.iseecars.comiseecars.com/most-reliable-used-ca…rs?utm=airanks.net101
Edmunds: The best used hybrid sedans for under $25,000 | AP Newsapnews.comapnews.com/article/2c87f77d9cd28b1…04?utm=airanks.net71
Edmundswww.edmunds.comedmunds.com/hybrid/articles/best-u…s/?utm=airanks.net66
Car and Driverwww.caranddriver.comcaranddriver.com/rankings/used/hyb…rs?utm=airanks.net60
Check for Recalls: Vehicle, Car Seat, Tire, Equipment | NHTSAwww.nhtsa.govnhtsa.gov/recalls?utm=airanks.net55
10 Best Used Hybrids Under $20,000 - Kelley Blue Bookwww.kbb.comkbb.com/best-cars/best-used-hybrid…0/?utm=airanks.net55
Most Fuel-Efficient Used Hybrid Cars and Hatchbacks - Consumer Reportswww.consumerreports.orgconsumerreports.org/cars/hybrids-e…7/?utm=airanks.net43
Best Used Hybrid SUVs: Top-Rated Used Hybrid SUVswww.edmunds.comedmunds.com/suv/articles/best-used…s/?utm=airanks.net38
Honda Hybrid Cars & SUVs | Hondaautomobiles.honda.comautomobiles.honda.com/hybrid/?utm=airanks.net31

The Ranking, With Its Uncertainty

Toyota locked Toyota — ci 1.00–1.00 · n=392 · 100.0% of resamples held this rank · named in 99% of answers
Honda locked Honda — ci 0.90–0.90 · n=392 · 100.0% of resamples held this rank · named in 62% of answers
Hyundai locked Hyundai — ci 0.80–0.80 · n=392 · 100.0% of resamples held this rank · named in 46% of answers
Kia contested Kia — ci 0.60–0.70 · n=392 · 53.6% of resamples held this rank · named in 28% of answers
Lexus contested Lexus — ci 0.60–0.70 · n=392 · 53.6% of resamples held this rank · named in 36% of answers
Ford locked Ford — ci 0.50–0.50 · n=392 · 99.7% of resamples held this rank · named in 18% of answers
Chevrolet gathering Chevrolet — gathering data, n=392. No bootstrap interval yet.
BMW gathering BMW — gathering data, n=392. No bootstrap interval yet.
Volvo gathering Volvo — gathering data, n=392. No bootstrap interval yet.
Mercedes-Benz gathering Mercedes-Benz — gathering data, n=392. No bootstrap interval yet.
Nissan gathering Nissan — gathering data, n=392. 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.

Toyota

1.00–1.00

Honda

0.90–0.90

Hyundai

0.80–0.80

Kia

0.60–0.70

Lexus

0.60–0.70

Ford

0.50–0.50

6 of 11 brands measured · 6 dominance edges · 5 rungs · 1 pair the data does not separate