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 laptop for gaming and college

ASUS takes the top spot in 100.0% of resamples. Of 10 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

ROG Zephyrus G14 (2026) | Lightweight, AI Gaming Laptoprog.asus.comrog.asus.com/us/laptops/rog-zephyr…c/?utm=airanks.net119
ROG Zephyrus G14 (2026) | Lightweight, AI Gaming Laptoprog.asus.comrog.asus.com/us/laptops/rog-zephyr…5/?utm=airanks.net114
The best laptops for students in 2026 | Tom's Guidewww.tomsguide.comtomsguide.com/best-picks/best-lapt…ts?utm=airanks.net90
Lenovo Legion 5i Gen 10 (15″ Intel) | AI Gaming Laptop | 83LY00XMUS | Lenovo USwww.lenovo.comlenovo.com/us/en/p/laptops/legion-…us?utm=airanks.net82
Best Gaming Laptops 2026 tested and reviewed | Tom's Hardwarewww.tomshardware.comtomshardware.com/laptops/gaming-la…ps?utm=airanks.net73
ROG Zephyrus G16 (2026) | Lightweight, AI Gaming Laptoprog.asus.comrog.asus.com/us/laptops/rog-zephyr…6/?utm=airanks.net66
Best College Laptops: Tested Picks for Research, Writing, Gaming and More | Tom's Hardwarewww.tomshardware.comtomshardware.com/best-picks/best-c…ps?utm=airanks.net59
The best laptops for gaming and schoolwork in 2026www.engadget.comengadget.com/computing/laptops/bes…ml?utm=airanks.net54
Asus ROG Zephyrus G16 (2026) review | PC Gamerwww.pcgamer.compcgamer.com/hardware/gaming-laptop…w/?utm=airanks.net53
Lenovo Legion 5i Gen 10 (15″ Intel) | AI Gaming Laptop | 83LYCTO1WWUS2 | Lenovo USwww.lenovo.comlenovo.com/us/en/p/laptops/legion-…s2?utm=airanks.net53

The Ranking, With Its Uncertainty

ASUS locked ASUS — ci 1.00–1.00 · n=412 · 100.0% of resamples held this rank · named in 85% of answers
Lenovo locked Lenovo — ci 0.89–0.89 · n=412 · 100.0% of resamples held this rank · named in 81% of answers
Acer locked Acer — ci 0.78–0.78 · n=412 · 100.0% of resamples held this rank · named in 27% of answers
Gigabyte contested Gigabyte — ci 0.44–0.67 · n=412 · 46.2% of resamples held this rank · named in 10% of answers
Razer unsettled Razer — ci 0.44–0.67 · n=412 · 41.9% of resamples held this rank · named in 12% of answers
HP contested HP — ci 0.44–0.67 · n=412 · 64.4% of resamples held this rank · named in 8% of answers
MSI contested MSI — ci 0.22–0.33 · n=412 · 61.8% of resamples held this rank · named in 4% of answers
Apple contested Apple — ci 0.11–0.33 · n=412 · 55.7% of resamples held this rank · named in 3% of answers
Alienware firm Alienware — ci 0.00–0.22 · n=412 · 83.5% of resamples held this rank · named in 2% of answers
Framework gathering Framework — gathering data, n=412. 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.

ASUS

1.00–1.00

Lenovo

0.89–0.89

Acer

0.78–0.78

Gigabyte

0.44–0.67

Razer

0.44–0.67

HP

0.44–0.67

MSI

0.22–0.33

Apple

0.11–0.33

Alienware

0.00–0.22