The AI-Readability Index
We fetched the public files of 45 well-known US companies — billion-dollar names — and checked whether an AI assistant could actually read them. Measured 02 Aug 2026. Markdown version →
The gap is not access — almost nobody blocks the crawlers. The gap is substance. Only 1 of these 45 companies serves a plain-text version of its own homepage, so what a crawler takes away is a page of scripts and components with very little quotable text in it.
That is the whole opportunity. A machine-readable page describing a company costs nothing to produce and almost no one has one — while publishers like TIME are rebuilding entire sites in markdown to sell that exact surface at premium rates.
Full results
| Company | Sector | llms.txt | Plain-text page | GPTBot | ClaudeBot | PerplexityBot |
|---|---|---|---|---|---|---|
| Asana asana.com |
Work management | yes | yes | allowed | allowed | allowed |
| Amplitude amplitude.com |
Analytics | yes | no | allowed | allowed | allowed |
| Braze braze.com |
Marketing | yes | no | allowed | allowed | allowed |
| Datadog datadoghq.com |
Observability | yes | no | allowed | allowed | allowed |
| Fastly fastly.com |
Edge network | yes | no | allowed | allowed | allowed |
| Klaviyo klaviyo.com |
Marketing | yes | no | allowed | allowed | allowed |
| MoneyLion moneylion.com |
Consumer finance | yes | no | allowed | allowed | allowed |
| Payoneer payoneer.com |
Payments | yes | no | allowed | allowed | allowed |
| Remitly remitly.com |
Remittances | yes | no | allowed | allowed | allowed |
| Smartsheet smartsheet.com |
Work management | yes | no | allowed | allowed | allowed |
| Trex trex.com |
Decking | yes | no | allowed | allowed | allowed |
| Twilio twilio.com |
Communications API | yes | no | allowed | allowed | allowed |
| Cava cava.com |
Restaurants | no | no | allowed | allowed | allowed |
| Chewy chewy.com |
Pet retail | no | no | allowed | allowed | allowed |
| Cintas cintas.com |
Uniforms & services | no | no | allowed | allowed | allowed |
| Confluent confluent.io |
Data streaming | no | no | allowed | allowed | allowed |
| Crocs crocs.com |
Footwear | no | no | allowed | allowed | allowed |
| DocuSign docusign.com |
E-signature | no | no | allowed | allowed | allowed |
| Duolingo duolingo.com |
Education | no | no | allowed | allowed | allowed |
| Etsy etsy.com |
Marketplace | no | no | allowed | allowed | allowed |
| Fastenal fastenal.com |
Industrial supply | no | no | allowed | allowed | allowed |
| Grainger grainger.com |
Industrial supply | no | no | allowed | allowed | allowed |
| HashiCorp hashicorp.com |
Infrastructure | no | no | allowed | allowed | allowed |
| Hims & Hers forhims.com |
Telehealth | no | no | allowed | allowed | allowed |
| La-Z-Boy la-z-boy.com |
Furniture | no | no | allowed | allowed | allowed |
| Marqeta marqeta.com |
Card issuing | no | no | allowed | allowed | allowed |
| Peloton onepeloton.com |
Fitness | no | no | allowed | allowed | allowed |
| Planet Fitness planetfitness.com |
Fitness | no | no | allowed | allowed | allowed |
| Pool Corp poolcorp.com |
Pool supply | no | no | allowed | allowed | allowed |
| Roku roku.com |
Streaming | no | no | allowed | allowed | allowed |
| Rollins rollins.com |
Pest control | no | no | allowed | allowed | allowed |
| Sleep Number sleepnumber.com |
Mattresses | no | no | allowed | allowed | allowed |
| SoFi sofi.com |
Consumer finance | no | no | allowed | allowed | allowed |
| Solo Brands solobrands.com |
Outdoor | no | no | allowed | allowed | allowed |
| Sonos sonos.com |
Audio | no | no | allowed | allowed | allowed |
| Sweetgreen sweetgreen.com |
Restaurants | no | no | allowed | allowed | allowed |
| Texas Roadhouse texasroadhouse.com |
Restaurants | no | no | allowed | allowed | allowed |
| Toro thetorocompany.com |
Turf equipment | no | no | allowed | allowed | allowed |
| Traeger traeger.com |
Grills | no | no | allowed | allowed | allowed |
| Watsco watsco.com |
HVAC distribution | no | no | allowed | allowed | allowed |
| Wayfair wayfair.com |
Home retail | no | no | allowed | allowed | allowed |
| Weber weber.com |
Grills | no | no | allowed | allowed | allowed |
| Wingstop wingstop.com |
Restaurants | no | no | allowed | allowed | allowed |
| YETI yeti.com |
Outdoor gear | no | no | allowed | allowed | allowed |
| Garmin garmin.com |
Devices | no | no | allowed | allowed | blocked |
Method
Three HTTP requests per domain: /llms.txt, /robots.txt and the
homepage.
- llms.txt counts only when the path returns plain text. Several companies redirect it to their HTML homepage — that is not an llms.txt, and an earlier version of this scan wrongly counted four of them.
- Plain-text page counts when the homepage advertises a markdown alternate, or when
/index.mdreturns non-HTML content. - Crawler access is read from robots.txt: a root-level
Disallow: /against the named agent, or against*when the agent is not named.
Anyone can repeat this in a few minutes. If a company here has since fixed its setup, tell us and we will re-run it — corrections are published, not quietly edited.
These companies are named because we measured their public files. None of them is a customer of this site, and nothing here implies any relationship with them.