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 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 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.txt43A short guide to the site written for AI models: what it is and which pages matter most.
robots.txt85The file that tells crawlers where they may go. Every other rule a site gives to bots starts here.
Sitemap85A list of the site's pages, so a bot sees everything that exists instead of guessing from links.
Descriptive llms.txt26The 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 negotiation7Pages come back as clean Markdown when a bot asks for it: just the content, without menus, styling and scripts.
AI crawler rules21The site says which AI bots may visit, for training, search or answering questions. Blocking some is fine; what counts is making a choice.
Content Signals4The 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-LD64Structured 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 HTML47The 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 navigation71Observed homepage navigation exposes usable page addresses and section targets in HTML. Destinations are not fetched by this check.
Named links and buttons79Links and buttons in the collected homepage HTML have names recoverable from text, labels or native alternatives, including icon controls.
Named form fields34Observed homepage fields have recoverable names and recognizable input semantics. Submission behavior is not tested.
Control roles and states87Homepage 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 URL80Each page names the one address that should be indexed and cited, so an agent quoting it links to the right URL.
Working section links57Links 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 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 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.txt43A short guide to the site written for AI models: what it is and which pages matter most.
robots.txt85The file that tells crawlers where they may go. Every other rule a site gives to bots starts here.
Sitemap85A list of the site's pages, so a bot sees everything that exists instead of guessing from links.
Descriptive llms.txt26The 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 negotiation7Pages come back as clean Markdown when a bot asks for it: just the content, without menus, styling and scripts.
AI crawler rules21The site says which AI bots may visit, for training, search or answering questions. Blocking some is fine; what counts is making a choice.
Content Signals4The 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-LD64Structured 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 HTML47The 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 navigation71Observed homepage navigation exposes usable page addresses and section targets in HTML. Destinations are not fetched by this check.
Named links and buttons79Links and buttons in the collected homepage HTML have names recoverable from text, labels or native alternatives, including icon controls.
Named form fields34Observed homepage fields have recoverable names and recognizable input semantics. Submission behavior is not tested.
Control roles and states87Homepage 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 URL80Each page names the one address that should be indexed and cited, so an agent quoting it links to the right URL.
Working section links57Links 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

87 sites

Control roles and states

Websites in the directory, with their Good for Bots score. Column headers sort the list.
Site	Category	Score
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:
Botmonster Tech botmonster.com Hands-on guides and articles on artificial intelligence, self-hosting, Linux, and developer tools	Blogs & Newsletters	View report for Botmonster Tech:
Youfiliate youfiliate.com Smart affiliate links with geo-targeting and deep linking for YouTube creators	SaaS & Web Apps	View report for Youfiliate:
EmailFig emailfig.com Email marketing platform with campaigns, automations, and scalable pricing	SaaS & Web Apps	View report for EmailFig:
HuntBug huntbug.com Crowdsourced bug bounty platform connecting security researchers with companies	Developer Tools & APIs	View report for HuntBug:
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:
Agent Skills agentskills.codes Open registry of installable skills and instruction files for AI coding assistants	Developer Tools & APIs	View report for Agent Skills:
Raindance AI raindanceai.pro Two-photo AI video workflow for generating cinematic seaside sunset scenes	AI Products & Agents	View report for Raindance AI:
ShipBoost shipboost.io Weekly launch boards and listings for bootstrapped SaaS founders	Directories & Aggregators	View report for ShipBoost:
VavaHost vavahost.com Fast web hosting with cPanel, LiteSpeed, NVMe storage, and 1-click WordPress	Developer Tools & APIs	View report for VavaHost:
AppBanana appbanana.io Real human testers for Android apps to pass Google Play closed testing requirements	Developer Tools & APIs	View report for AppBanana:
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:
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:
Bible Verse of the Day bibleverseoftheday.pro Daily Bible verse readings with context, reflection, application, and prayer	Education & Learning	View report for Bible Verse of the Day:
TinyOps Studio LLC tinyopsstudio.com Fixed-price automation and agent-operations services for engineering and operations teams	Companies & Agencies	View report for TinyOps Studio LLC:
Intertakt intertakt.com Interval timer app with voice cues and background audio for workouts	SaaS & Web Apps	View report for Intertakt:
Pitchroom mypitchroom.com AI sales practice app with voice simulations and real-time objection handling	AI Products & Agents	View report for Pitchroom:
Offer Bull offerbull.net AI interview assistant for real-time answer suggestions and mock practice across platforms	AI Products & Agents	View report for Offer Bull:
Time a Job timeajob.com Flat-price time tracking and invoicing software for freelancers and small agencies	SaaS & Web Apps	View report for Time a Job:
Hotel Lobby AI hotellobbyai.top Browser-based video generator for creating two-person stage performance clips from two photos	AI Products & Agents	View report for Hotel Lobby AI:
Cosolution AegisWise ai.cosolution.cc AI customer service operations platform with unified multi-channel inbox and KPI tracking	AI Products & Agents	View report for Cosolution AegisWise:
Broker Relay brokerrelaycrm.com AI mortgage CRM with email marketing and lead follow-up tools for brokers	SaaS & Web Apps	View report for Broker Relay:
WA - Download Group Phone Numbers contacts.wawebplus.com Chrome extension to export WhatsApp Web group contacts and phone numbers to Excel or CSV	Developer Tools & APIs	View report for WA - Download Group Phone Numbers:
Emailyy emailyy.online Free browser-based email tools for signatures, subject lines, HTML previews, and header analysis	Developer Tools & APIs	View report for Emailyy:

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