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 with large memory for photos

ASUS takes the top spot in 100.0% of resamples. All 7 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

Best laptop for photo editing 2026: Tested for every budget | TechRadarwww.techradar.comtechradar.com/news/best-laptops-fo…op?utm=airanks.net70
IdeaPad Slim 5 (AMD) | 16 inch laptop for everyday activities | Lenovo USwww.lenovo.comlenovo.com/us/en/p/laptops/ideapad…s1?utm=airanks.net55
ASUS Vivobook 16 16" FHD+ Laptop AMD Ryzen 7 7730U with 16GB Memory 1TB SSD Indie Black M1605YA-ES74 - Best Buywww.bestbuy.combestbuy.com/product/asus-vivobook-…FQ?utm=airanks.net47
ASUS Vivobook 16 OLED (M1605)|Laptops For Home|ASUS USAwww.asus.comasus.com/us/laptops/for-home/vivob…5/?utm=airanks.net47
ASUS Vivobook 16 OLED (M1605)|Laptops For Students|ASUS USAwww.asus.comasus.com/us/laptops/for-students/v…5/?utm=airanks.net44
Vivobook 16 Laptop (F1605)|Laptops For Home|ASUS USAwww.asus.comasus.com/us/laptops/for-home/vivob…5/?utm=airanks.net33
ASUS Vivobook S16: OLED Ryzen Laptop for College Students - Tech Specswww.asus.comasus.com/us/laptops/for-home/vivob…c/?utm=airanks.net31
ASUS Vivobook 16 OLED (M1605) - Tech Specs|Laptops For Home|ASUS USAwww.asus.comasus.com/us/laptops/for-home/vivob…c/?utm=airanks.net26
Slim 5i (16″ Intel) | Lightweight Intel®-powered laptop | 83FW0005US | Lenovo USwww.lenovo.comlenovo.com/us/en/p/laptops/ideapad…us?utm=airanks.net26

The Ranking, With Its Uncertainty

ASUS locked ASUS — ci 1.00–1.00 · n=414 · 100.0% of resamples held this rank · named in 90% of answers
Lenovo locked Lenovo — ci 0.83–0.83 · n=414 · 99.8% of resamples held this rank · named in 57% of answers
Acer locked Acer — ci 0.67–0.67 · n=414 · 99.2% of resamples held this rank · named in 42% of answers
Apple locked Apple — ci 0.50–0.50 · n=414 · 99.4% of resamples held this rank · named in 46% of answers
Dell locked Dell — ci 0.33–0.33 · n=414 · 98.8% of resamples held this rank · named in 17% of answers
HP locked HP — ci 0.17–0.17 · n=414 · 98.8% of resamples held this rank · named in 12% of answers
Gigabyte locked Gigabyte — ci 0.00–0.00 · n=414 · 100.0% of resamples held this rank · named in 2% 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.

ASUS

1.00–1.00

Lenovo

0.83–0.83

Acer

0.67–0.67

Apple

0.50–0.50

Dell

0.33–0.33

HP

0.17–0.17

Gigabyte

0.00–0.00