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 cheap web hosting place

Namecheap takes the top spot in 100.0% of resamples. Of 15 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

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The Ranking, With Its Uncertainty

Namecheap locked Namecheap — ci 1.00–1.00 · n=363 · 100.0% of resamples held this rank · named in 97% of answers
Hostinger locked Hostinger — ci 0.93–0.93 · n=363 · 100.0% of resamples held this rank · named in 90% of answers
DreamHost locked DreamHost — ci 0.86–0.86 · n=363 · 100.0% of resamples held this rank · named in 86% of answers
Cloudflare locked Cloudflare — ci 0.79–0.79 · n=363 · 100.0% of resamples held this rank · named in 64% of answers
Bluehost contested Bluehost — ci 0.43–0.71 · n=363 · 45.3% of resamples held this rank · named in 5% of answers
IONOS unsettled IONOS — ci 0.36–0.71 · n=363 · 24.7% of resamples held this rank · named in 4% of answers
DigitalOcean unsettled DigitalOcean — ci 0.36–0.71 · n=363 · 24.8% of resamples held this rank · named in 4% of answers
SiteGround unsettled SiteGround — ci 0.36–0.71 · n=363 · 24.0% of resamples held this rank · named in 4% of answers
Shopify unsettled Shopify — ci 0.29–0.64 · n=363 · 35.0% of resamples held this rank · named in 4% of answers
InterServer unsettled InterServer — ci 0.14–0.57 · n=363 · 34.2% of resamples held this rank · named in 2% of answers
Netlify unsettled Netlify — ci 0.14–0.43 · n=363 · 35.8% of resamples held this rank · named in 2% of answers
Vercel unsettled Vercel — ci 0.07–0.36 · n=363 · 38.5% of resamples held this rank · named in 1% of answers
GoDaddy gathering GoDaddy — gathering data, n=363. No bootstrap interval yet.
Hetzner gathering Hetzner — gathering data, n=363. No bootstrap interval yet.
GreenGeeks gathering GreenGeeks — gathering data, n=363. 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.

Namecheap

1.00–1.00

Hostinger

0.93–0.93

DreamHost

0.86–0.86

Cloudflare

0.79–0.79

Bluehost

0.43–0.71

IONOS

0.36–0.71

DigitalOcean

0.36–0.71

SiteGround

0.36–0.71

Shopify

0.29–0.64

InterServer

0.14–0.57

Netlify

0.14–0.43

Vercel

0.07–0.36