← Legibility Index 2026

AVB BrandSource

Specialty & Institutional · #64 by 2025 U.S. retail sales ($7.02B)

Measured at www.brandsource.com

No public catalog
no comparable score published

No product detail pages reachable without a login, membership, or store selection. This is a finding about the retailer, not a measurement failure.

AVB BrandSource is a buying co-op; brandsource.com is a national brochureware/lead site with no catalog of its own. The four 'Products' sections (Appliances, Electronics, Furniture, Mattresses) render only category tiles and a 'FIND A STORE' button, and every subcategory link on them 404s. Actual e-commerce lives on individual member-dealer sites built on the BrandSource Digital platform, which the brief forbids substituting.

Pillar breakdown

Each pillar shows the points earned against the maximum that was actually observable. Where a signal could not be observed it is removed from both sides rather than scored as a failure.

Product Data Depth

0 / 25

25 pts not observable

Buyer Answerability

0 / 20

20 pts not observable

Commerce Transparency

0 / 3

17 pts not observable

Machine Readability

0 / 20

20 pts not observable

Agent Interface

8 / 15

What the site-level probe found

robots.txt readableyes
AI crawler stanceno AI user-agents named (an absent rule permits the crawler)
Sitemapnot found
UCP profilenone at /.well-known/ucp — this is not evidence against adoption
llms.txtnone

What this score is not

It is not an audit and not a judgement of the business — it is a 8-page sample taken on a stated date, scored on a published rubric with no model judgement in it. Nothing here predicts whether any assistant will recommend you; for most answer engines that is decided by a private merchant feed we cannot see. If a number here is wrong, tell us and it goes in the public corrections log.

Go deeper than eight pages

This scorecard is a sample — eight product pages, drawn at random from a published seed. It tells you where AVB BrandSource stands, not which SKUs are costing you. We’ll run a real sample of the whole catalog through the same extractor and send back the fields that are missing, by product.

Everything above stays free either way — the rubric, the sampled pages, the dataset, and every other company’s scorecard.