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

What is the best backpacking tent

Big Agnes takes the top spot in 100.0% of resamples. Of 9 ranked brands, only 8 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

The Best Backpacking Tents of 2026 | Tested & Rankedwww.outdoorgearlab.comoutdoorgearlab.com/topics/camping-…nt?utm=airanks.net352
Best Backpacking Tents of 2026, 140 Tested | CleverHikerwww.cleverhiker.comcleverhiker.com/backpacking/best-t…g/?utm=airanks.net287
Dagger OSMO™ Lightweight Backpacking Tent | NEMO Equipmentwww.nemoequipment.comnemoequipment.com/collections/car-…mo?utm=airanks.net61
Big Agnes Copper Spur UL2 Tent | REI Co-opwww.rei.comrei.com/product/245273/big-agnes-c…nt?utm=airanks.net51
REI Co-op Half Dome 2 Tent with Footprint | REI Co-opwww.rei.comrei.com/product/243702/rei-co-op-h…nt?utm=airanks.net35
What is the difference between the Hornet OSMO™ , Dragonfly OSMO™, and Dagger OSMO™? – NEMO Equipment Supportsupport.nemoequipment.comsupport.nemoequipment.com/hc/en-us…ck?utm=airanks.net31

The Ranking, With Its Uncertainty

Big Agnes locked Big Agnes — ci 1.00–1.00 · n=451 · 100.0% of resamples held this rank · named in 87% of answers
Durston locked Durston — ci 0.88–0.88 · n=451 · 100.0% of resamples held this rank · named in 71% of answers
NEMO locked NEMO — ci 0.75–0.75 · n=451 · 100.0% of resamples held this rank · named in 57% of answers
REI Co-op locked REI Co-op — ci 0.63–0.63 · n=451 · 99.5% of resamples held this rank · named in 38% of answers
The North Face locked The North Face — ci 0.50–0.50 · n=451 · 99.5% of resamples held this rank · named in 28% of answers
MSR firm MSR — ci 0.25–0.38 · n=451 · 92.5% of resamples held this rank · named in 14% of answers
Zpacks firm Zpacks — ci 0.25–0.38 · n=451 · 92.5% of resamples held this rank · named in 9% of answers
Hyperlite Mountain Gear locked Hyperlite Mountain Gear — ci 0.13–0.13 · n=451 · 99.4% of resamples held this rank · named in 2% of answers
Six Moon Designs gathering Six Moon Designs — gathering data, n=451. 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.

Big Agnes

1.00–1.00

Durston

0.88–0.88

NEMO

0.75–0.75

REI Co-op

0.63–0.63

The North Face

0.50–0.50

MSR

0.25–0.38

Zpacks

0.25–0.38

Hyperlite Mountain Gear

0.13–0.13