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 catalog2Lists 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 card1Describes 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.txt8A short guide to the site written for AI models: what it is and which pages matter most.
robots.txt18The file that tells crawlers where they may go. Every other rule a site gives to bots starts here.
Sitemap18A list of the site's pages, so a bot sees everything that exists instead of guessing from links.
Descriptive llms.txt5The llms.txt describes what is behind each link, so a model knows which pages are worth reading.
llms-full.txt or .md pages4The 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 negotiation2Pages come back as clean Markdown when a bot asks for it: just the content, without menus, styling and scripts.
AI crawler rules3The site says which AI bots may visit, for training, search or answering questions. Blocking some is fine; what counts is making a choice.
Content Signals2The 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-LD15Structured 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 HTML12The 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 navigation15Observed homepage navigation exposes usable page addresses and section targets in HTML. Destinations are not fetched by this check.
Named links and buttons15Links and buttons in the collected homepage HTML have names recoverable from text, labels or native alternatives, including icon controls.
Named form fields6Observed homepage fields have recoverable names and recognizable input semantics. Submission behavior is not tested.
Control roles and states18Homepage controls meet static checks for roles, required states and relationship targets, using native HTML semantics where available.
Typed links3The 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 URL16Each page names the one address that should be indexed and cited, so an agent quoting it links to the right URL.
Working section links11Links 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 · 2 active

Signals

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

Agent capabilities

API catalog2Lists 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 card1Describes 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.txt8A short guide to the site written for AI models: what it is and which pages matter most.
robots.txt18The file that tells crawlers where they may go. Every other rule a site gives to bots starts here.
Sitemap18A list of the site's pages, so a bot sees everything that exists instead of guessing from links.
Descriptive llms.txt5The llms.txt describes what is behind each link, so a model knows which pages are worth reading.
llms-full.txt or .md pages4The 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 negotiation2Pages come back as clean Markdown when a bot asks for it: just the content, without menus, styling and scripts.
AI crawler rules3The site says which AI bots may visit, for training, search or answering questions. Blocking some is fine; what counts is making a choice.
Content Signals2The 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-LD15Structured 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 HTML12The 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 navigation15Observed homepage navigation exposes usable page addresses and section targets in HTML. Destinations are not fetched by this check.
Named links and buttons15Links and buttons in the collected homepage HTML have names recoverable from text, labels or native alternatives, including icon controls.
Named form fields6Observed homepage fields have recoverable names and recognizable input semantics. Submission behavior is not tested.
Control roles and states18Homepage controls meet static checks for roles, required states and relationship targets, using native HTML semantics where available.
Typed links3The 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 URL16Each page names the one address that should be indexed and cited, so an agent quoting it links to the right URL.
Working section links11Links 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

18 sites

Web Development Control roles and states

Websites in the directory, with their Good for Bots score. Column headers sort the list.
Site	Category	Score
BuiltToWinWeb built2winweb.com Custom PHP websites built for a flat fee alongside AI agent readiness software	Companies & Agencies	View report for BuiltToWinWeb:
Good for Bots goodforbots.com Evaluates website readability for AI crawlers and language models with a scoring rubric	Developer Tools & APIs	View report for Good for Bots:
Modeinspect modeinspect.com AI design tool that runs in your codebase for canvas and code workflows	Developer Tools & APIs	View report for Modeinspect:
WordPress Speed Optimization Service wordpressspeedoptimizationservice.com WordPress speed optimization service focused on Core Web Vitals and edge caching	Companies & Agencies	View report for WordPress Speed Optimization Service:
RankCert rankcert.com Product launch board ranking items on verified domain control rather than upvotes	Directories & Aggregators	View report for RankCert:
VavaHost vavahost.com Fast web hosting with cPanel, LiteSpeed, NVMe storage, and 1-click WordPress	Developer Tools & APIs	View report for VavaHost:
ImageToSTL.online imagetostl.online Turn PNG and JPG images into 3D printable STL files in your browser	Developer Tools & APIs	View report for ImageToSTL.online:
bunny.directory bunny.directory Startup launch directory with permanent pages and daily rankings	Directories & Aggregators	View report for bunny.directory:
Emailyy emailyy.online Free browser-based email tools for signatures, subject lines, HTML previews, and header analysis	Developer Tools & APIs	View report for Emailyy:
Image to Crochet Pattern imagetocrochetpattern.com Browser-based tool that converts photos into printable and editable crochet color charts	SaaS & Web Apps	View report for Image to Crochet Pattern:
Top Proxy top-proxy.com Catalog and comparison platform for mobile, residential, and server proxies	Directories & Aggregators	View report for Top Proxy:
Notify Sound notifysound.com Free customizable notification sounds with an AI editor and MCP server integration	Developer Tools & APIs	View report for Notify Sound:
EnjoySEOS enjoyseos.online Free online toolkit for SEO previews, schema generation, sitemaps, and redirects	Developer Tools & APIs	View report for EnjoySEOS:
CheapHoster cheaphoster.net Shared, reseller, VPS, and dedicated web hosting starting at one dollar per month	Developer Tools & APIs	View report for CheapHoster:
Dropshipping desde cero dropshippingdesdecero.com Shopify themes, conversion audits, and tools for dropshippers by Alejandro Atienza	E-commerce Stores	View report for Dropshipping desde cero:
Jomatter jomatter.online Free browser-based tools for formatting, validating, and testing HTML, CSS and JavaScript	Developer Tools & APIs	View report for Jomatter:
SpeeJax speejax.online Free browser-based tools to minify code, compress images, and optimize website performance	Developer Tools & APIs	View report for SpeeJax:
TheSaaSDir thesaasdir.com Curated directory of software and AI products with submission options	Directories & Aggregators	View report for TheSaaSDir:

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