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

PHRASE

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The Question

← all rankings / dataset COBALT

Best suv sun shade

WeatherTech takes the top spot in 100.0% of resamples. Of 3 ranked brands, only 1 holds 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

Windshield Sun Shade - Custom Fit SunShade | WeatherTechwww.weathertech.comweathertech.com/sunshade/?utm=airanks.net125
The 6 Best Car Sun Shades for 2026 - Top-Rated Windshield Sun Shadeswww.popularmechanics.compopularmechanics.com/cars/g3680465…s/?utm=airanks.net114
Best Windshield Sun Shades in 2026 | MotorJudgemotorjudge.commotorjudge.com/guides/best-windshi…es?utm=airanks.net58
Windshield Sun Shade - Custom Fit SunShade | WeatherTechwww.weathertech.comweathertech.com/sunshade/2026/?utm=airanks.net52

The Ranking, With Its Uncertainty

WeatherTech locked WeatherTech — ci 1.00–1.00 · n=433 · 100.0% of resamples held this rank · named in 100% of answers
Chevrolet gathering Chevrolet — gathering data, n=433. No bootstrap interval yet.
Fortem gathering Fortem — gathering data, n=433. 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.

insufficient data

1 of 3 brands on this phrase have run enough samples to carry a bootstrap interval. The lattice needs at least two measured intervals before it can show what the data does or doesn't separate.