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 card3Describes 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 index1Lists 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.txt28A short guide to the site written for AI models: what it is and which pages matter most.
robots.txt46The file that tells crawlers where they may go. Every other rule a site gives to bots starts here.
Sitemap46A list of the site's pages, so a bot sees everything that exists instead of guessing from links.
Descriptive llms.txt17The llms.txt describes what is behind each link, so a model knows which pages are worth reading.
llms-full.txt or .md pages10The 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 rules19The site says which AI bots may visit, for training, search or answering questions. Blocking some is fine; what counts is making a choice.
Content Signals3The 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-LD34Structured 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 HTML32The 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 navigation42Observed homepage navigation exposes usable page addresses and section targets in HTML. Destinations are not fetched by this check.
Named links and buttons43Links and buttons in the collected homepage HTML have names recoverable from text, labels or native alternatives, including icon controls.
Named form fields47Observed homepage fields have recoverable names and recognizable input semantics. Submission behavior is not tested.
Control roles and states34Homepage 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 URL44Each page names the one address that should be indexed and cited, so an agent quoting it links to the right URL.
Working section links34Links 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 card3Describes 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 index1Lists 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.txt28A short guide to the site written for AI models: what it is and which pages matter most.
robots.txt46The file that tells crawlers where they may go. Every other rule a site gives to bots starts here.
Sitemap46A list of the site's pages, so a bot sees everything that exists instead of guessing from links.
Descriptive llms.txt17The llms.txt describes what is behind each link, so a model knows which pages are worth reading.
llms-full.txt or .md pages10The 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 rules19The site says which AI bots may visit, for training, search or answering questions. Blocking some is fine; what counts is making a choice.
Content Signals3The 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-LD34Structured 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 HTML32The 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 navigation42Observed homepage navigation exposes usable page addresses and section targets in HTML. Destinations are not fetched by this check.
Named links and buttons43Links and buttons in the collected homepage HTML have names recoverable from text, labels or native alternatives, including icon controls.
Named form fields47Observed homepage fields have recoverable names and recognizable input semantics. Submission behavior is not tested.
Control roles and states34Homepage 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 URL44Each page names the one address that should be indexed and cited, so an agent quoting it links to the right URL.
Working section links34Links 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

47 sites

Named form fields

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:
BulkShare bulkshare.cloud Branded file delivery on custom domains for agencies and freelancers	SaaS & Web Apps	View report for BulkShare:
Chrome Goldmine chromegoldmine.com Database of expired Chrome extensions with proven demand and rebuild plans	Developer Tools & APIs	View report for Chrome Goldmine:
Pathnovo pathnovo.com AI agents that parse engineering documents into structured data for enterprise systems	AI Products & Agents	View report for Pathnovo:
RNGdle Tool rngdletool.com Independent calculator and sandbox for analyzing number patterns and probabilities	Developer Tools & APIs	View report for RNGdle Tool:
SnapPChart snappchart.app AI chart analysis tool that grades trade setups from uploaded screenshots	AI Products & Agents	View report for SnapPChart:
HelpMeDegree helpmedegree.com Adviser-led guidance for students navigating UK university courses and applications	Education & Learning	View report for HelpMeDegree:
Pic2VideoAI pic2videoai.com Browser-based image-to-video tool to turn still photos into animated clips	AI Products & Agents	View report for Pic2VideoAI:
NextFeed nx-feed.com Product feed management software that finds errors before channels reject them	SaaS & Web Apps	View report for NextFeed:
Wisegrid wisegrid.co Work-management spreadsheet with dashboards, automations, and in-cell AI formulas	SaaS & Web Apps	View report for Wisegrid:
Mydentify mydentify.com Weekly product leaderboard and directory for discovering indie software by job	Directories & Aggregators	View report for Mydentify:
RankCert rankcert.com Product launch board ranking items on verified domain control rather than upvotes	Directories & Aggregators	View report for RankCert:
Shift at Midnight Field Manual shiftatmidnightwiki.com Unofficial wiki and practical guides for the Shift at Midnight horror game	Research & Reference	View report for Shift at Midnight Field Manual:
ScriptureSide scriptureside.app AI Bible study and prayer companion for daily quiet time and reflection	AI Products & Agents	View report for ScriptureSide:
סלייט slate.co.il Free invoicing and bookkeeping software for Israeli freelancers and small businesses	SaaS & Web Apps	View report for סלייט:
VerbPal verbpal.com Master verb conjugations in context with spaced repetition across ten languages	Education & Learning	View report for VerbPal:
Peak Answer peakanswer.com Tracks AI search visibility, finds competitor gaps, and closes them with automated content and outreach	AI Products & Agents	View report for Peak Answer:
StackLedge stackledge.com Curated directory of automation, AI and SaaS tools	Directories & Aggregators	View report for StackLedge:
angles.video angles.video Turn product pages and screen recordings into editable launch videos with scripts and captions	SaaS & Web Apps	View report for angles.video:
EmailFig emailfig.com Email marketing platform with campaigns, automations, and scalable pricing	SaaS & Web Apps	View report for EmailFig:
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:
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:
Egmatic egmatic.com No-code 2D game editor with a built-in ship layer for developers	Developer Tools & APIs	View report for Egmatic:

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