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 budget laptop under 700

Acer takes the top spot in 100.0% of resamples. All 8 ranked brands hold positions 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 4 Best Laptops Under $700 of 2026 - RTINGS.comwww.rtings.comrtings.com/laptop/reviews/best/by-…00?utm=airanks.net227
The best budget laptops in 2026: Top value picks, fully tested | Tom's Guidewww.tomsguide.comtomsguide.com/best-picks/best-budg…ps?utm=airanks.net49
Best Chromebook deals and prices in August 2026 | Tom's Guidewww.tomsguide.comtomsguide.com/news/best-chromebook…es?utm=airanks.net27
The lightweight Asus Zenbook A14 drops $300 at Best Buy | TechRadarwww.techradar.comtechradar.com/pro/asus-zenbook-a14…al?utm=airanks.net25
ASUS Zenbook A14 14" 2K OLED Laptop Snapdragon X Plus 2025 16GB Memory 512GB Storage Copilot+ PC Zabriskie Beige UX3407QA-X1P512 - Best Buywww.bestbuy.combestbuy.com/product/asus-zenbook-a…J4?utm=airanks.net24
Dell XPS 13 Inch – Lightweight Touchscreen Laptop | Dell USAwww.dell.comdell.com/en-us/shop/dell-laptops/n…op?utm=airanks.net23
Laptop Deals | Shop the Latest Offers | Dell USAwww.dell.comdell.com/en-us/shop/deals/pc-lapto…ls?utm=airanks.net23
HP OmniBook 5 Copilot+ PC 14" 2K OLED Touch Screen Laptop Snapdragon X Plus 16GB Memory 512GB SSD Glacier Silver 14-HE0245DX/BV9S3UA#ABA - Best Buywww.bestbuy.combestbuy.com/site/hp-omnibook-5-cop….p?utm=airanks.net21

The Ranking, With Its Uncertainty

Acer locked Acer — ci 1.00–1.00 · n=415 · 100.0% of resamples held this rank · named in 85% of answers
Lenovo locked Lenovo — ci 0.71–0.86 · n=415 · 95.7% of resamples held this rank · named in 60% of answers
ASUS firm ASUS — ci 0.57–0.86 · n=415 · 91.8% of resamples held this rank · named in 39% of answers
Apple firm Apple — ci 0.43–0.71 · n=415 · 93.5% of resamples held this rank · named in 44% of answers
Dell firm Dell — ci 0.29–0.57 · n=415 · 90.1% of resamples held this rank · named in 33% of answers
HP firm HP — ci 0.29–0.43 · n=415 · 92.7% of resamples held this rank · named in 33% of answers
Microsoft locked Microsoft — ci 0.14–0.14 · n=415 · 100.0% of resamples held this rank · named in 5% of answers
MSI locked MSI — ci 0.00–0.00 · n=415 · 100.0% of resamples held this rank · named in 1% of answers

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.

Acer

1.00–1.00

Lenovo

0.71–0.86

ASUS

0.57–0.86

Apple

0.43–0.71

Dell

0.29–0.57

HP

0.29–0.43

Microsoft

0.14–0.14

MSI

0.00–0.00