Websites, through a bot’s eyes.

Every published report from our scanner, ranked by how well language models and agents can read each site.

How websites are scored

Signals

Each one you pick narrows the list: a site must have them all.

Agent capabilities

API catalog3Lists the site's public APIs in one standard place, so an agent can find and use them without reading the docs. A bonus: it earns a badge and never costs points.
auth.md1A simple file that tells AI agents how to sign in and get access. A bonus: it earns a badge and never costs points.
A2A agent card2Describes the site's own AI agent in the A2A format, so other agents can find it and hand it work. A bonus: it earns a badge and never costs points.
Agent Skills index0Lists reusable instructions the site publishes for AI agents, with descriptions and download locations. The index earns a badge; the skill downloads themselves are not verified.
Web Bot Auth1Publishes the keys the site's own bots sign their requests with, so other websites can verify them. The badge checks the keys; the bots' requests are not observed.
ACP commerce1Publishes how agents can connect to its Agentic Commerce Protocol integration. The badge confirms discovery metadata; purchases are not tested.

Standards

llms.txt33A short guide to the site written for AI models: what it is and which pages matter most.
robots.txt37The file that tells crawlers where they may go. Every other rule a site gives to bots starts here.
Sitemap34A list of the site's pages, so a bot sees everything that exists instead of guessing from links.
Descriptive llms.txt18The llms.txt describes what is behind each link, so a model knows which pages are worth reading.
llms-full.txt or .md pages15The content is also available as plain Markdown, in one llms-full.txt file or as separate .md pages. Models can read it without the HTML.
Markdown negotiation5Pages come back as clean Markdown when a bot asks for it: just the content, without menus, styling and scripts.
AI crawler rules37The site says which AI bots may visit, for training, search or answering questions. Blocking some is fine; what counts is making a choice.
Content Signals5The site says how its content may be used: for search, in AI answers or to train AI. Any mix of yes and no counts.
schema.org JSON-LD29Structured data on the homepage says what the site is, such as a company, a product or an article, so machines don't have to guess.
Semantic HTML21The page has a clear structure: a main content area, headings in order, a header and a footer. A bot can tell the content from the rest.
Crawlable navigation29Observed homepage navigation exposes usable page addresses and section targets in HTML. Destinations are not fetched by this check.
Named links and buttons30Links and buttons in the collected homepage HTML have names recoverable from text, labels or native alternatives, including icon controls.
Named form fields19Observed homepage fields have recoverable names and recognizable input semantics. Submission behavior is not tested.
Control roles and states21Homepage controls meet static checks for roles, required states and relationship targets, using native HTML semantics where available.
Typed links4The page links to versions made for machines, such as a Markdown copy or an API description, so an agent can go straight to them.
Canonical URL31Each page names the one address that should be indexed and cited, so an agent quoting it links to the right URL.
Working section links21Links to part of a page, such as a table of contents or a skip link, lead to that section instead of the top of the page.

Clear signals

Filters · 1 active

Signals

Each one you pick narrows the list: a site must have them all.

Agent capabilities

API catalog3Lists the site's public APIs in one standard place, so an agent can find and use them without reading the docs. A bonus: it earns a badge and never costs points.
auth.md1A simple file that tells AI agents how to sign in and get access. A bonus: it earns a badge and never costs points.
A2A agent card2Describes the site's own AI agent in the A2A format, so other agents can find it and hand it work. A bonus: it earns a badge and never costs points.
Agent Skills index0Lists reusable instructions the site publishes for AI agents, with descriptions and download locations. The index earns a badge; the skill downloads themselves are not verified.
Web Bot Auth1Publishes the keys the site's own bots sign their requests with, so other websites can verify them. The badge checks the keys; the bots' requests are not observed.
ACP commerce1Publishes how agents can connect to its Agentic Commerce Protocol integration. The badge confirms discovery metadata; purchases are not tested.

Standards

llms.txt33A short guide to the site written for AI models: what it is and which pages matter most.
robots.txt37The file that tells crawlers where they may go. Every other rule a site gives to bots starts here.
Sitemap34A list of the site's pages, so a bot sees everything that exists instead of guessing from links.
Descriptive llms.txt18The llms.txt describes what is behind each link, so a model knows which pages are worth reading.
llms-full.txt or .md pages15The content is also available as plain Markdown, in one llms-full.txt file or as separate .md pages. Models can read it without the HTML.
Markdown negotiation5Pages come back as clean Markdown when a bot asks for it: just the content, without menus, styling and scripts.
AI crawler rules37The site says which AI bots may visit, for training, search or answering questions. Blocking some is fine; what counts is making a choice.
Content Signals5The site says how its content may be used: for search, in AI answers or to train AI. Any mix of yes and no counts.
schema.org JSON-LD29Structured data on the homepage says what the site is, such as a company, a product or an article, so machines don't have to guess.
Semantic HTML21The page has a clear structure: a main content area, headings in order, a header and a footer. A bot can tell the content from the rest.
Crawlable navigation29Observed homepage navigation exposes usable page addresses and section targets in HTML. Destinations are not fetched by this check.
Named links and buttons30Links and buttons in the collected homepage HTML have names recoverable from text, labels or native alternatives, including icon controls.
Named form fields19Observed homepage fields have recoverable names and recognizable input semantics. Submission behavior is not tested.
Control roles and states21Homepage controls meet static checks for roles, required states and relationship targets, using native HTML semantics where available.
Typed links4The page links to versions made for machines, such as a Markdown copy or an API description, so an agent can go straight to them.
Canonical URL31Each page names the one address that should be indexed and cited, so an agent quoting it links to the right URL.
Working section links21Links to part of a page, such as a table of contents or a skip link, lead to that section instead of the top of the page.

Clear signals

37 sites

AI crawler rules

Websites in the directory, with their Good for Bots score. Column headers sort the list.
Site	Category	Score
Hytale Wiki hytale-wiki.fun Player database, creator handbook, and server navigator for Hytale	Research & Reference	View report for Hytale Wiki:
LazyRelay lazyrelay.com Schedule social posts across 17 platforms with Proof-of-Publish verification	SaaS & Web Apps	View report for LazyRelay:
Match Factory Walkthrough matchfactoryguide.com Free level guides, walkthroughs, and strategies for the Match Factory puzzle game	Education & Learning	View report for Match Factory Walkthrough:
Raindance AI raindanceai.pro Two-photo AI video workflow for generating cinematic seaside sunset scenes	AI Products & Agents	View report for Raindance AI:
Traecta traecta.com Personalized learning roadmaps for adults switching into technology and digital careers	Education & Learning	View report for Traecta:
Cat Names AI catnamesai.com AI cat name generator and matching tools for finding feline names by style and color	AI Products & Agents	View report for Cat Names AI:
IdeaHunter ideahunter.today Evidence-led app and micro-SaaS ideas for solo founders	SaaS & Web Apps	View report for IdeaHunter:
CodexTheme Tools Theme Builder codextheme.tools Free browser-local theme builder and exporter for the Codex Desktop app	Developer Tools & APIs	View report for CodexTheme Tools Theme Builder:
Bidcraftr bidcraftr.com Proposal software with e-signatures and payment collection for freelancers	SaaS & Web Apps	View report for Bidcraftr:
planet-hytale.fans planet-hytale.fans	—	View report for planet-hytale.fans:
taskbarhero.one taskbarhero.one	—	View report for taskbarhero.one:
theviatlas.com theviatlas.com	—	View report for theviatlas.com:

Promarks a Pro listing, in gold. Pro never changes a score or a place in the order.What Pro includes