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 catalog4Lists 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 index2Lists 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.txt52A short guide to the site written for AI models: what it is and which pages matter most.
robots.txt96The file that tells crawlers where they may go. Every other rule a site gives to bots starts here.
Sitemap96A list of the site's pages, so a bot sees everything that exists instead of guessing from links.
Descriptive llms.txt30The llms.txt describes what is behind each link, so a model knows which pages are worth reading.
llms-full.txt or .md pages20The 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 rules30The 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-LD71Structured 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 HTML57The 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 navigation83Observed homepage navigation exposes usable page addresses and section targets in HTML. Destinations are not fetched by this check.
Named links and buttons98Links and buttons in the collected homepage HTML have names recoverable from text, labels or native alternatives, including icon controls.
Named form fields43Observed homepage fields have recoverable names and recognizable input semantics. Submission behavior is not tested.
Control roles and states79Homepage 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 URL92Each page names the one address that should be indexed and cited, so an agent quoting it links to the right URL.
Working section links64Links 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 catalog4Lists 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 index2Lists 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.txt52A short guide to the site written for AI models: what it is and which pages matter most.
robots.txt96The file that tells crawlers where they may go. Every other rule a site gives to bots starts here.
Sitemap96A list of the site's pages, so a bot sees everything that exists instead of guessing from links.
Descriptive llms.txt30The llms.txt describes what is behind each link, so a model knows which pages are worth reading.
llms-full.txt or .md pages20The 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 rules30The 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-LD71Structured 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 HTML57The 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 navigation83Observed homepage navigation exposes usable page addresses and section targets in HTML. Destinations are not fetched by this check.
Named links and buttons98Links and buttons in the collected homepage HTML have names recoverable from text, labels or native alternatives, including icon controls.
Named form fields43Observed homepage fields have recoverable names and recognizable input semantics. Submission behavior is not tested.
Control roles and states79Homepage 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 URL92Each page names the one address that should be indexed and cited, so an agent quoting it links to the right URL.
Working section links64Links 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

98 sites

Named links and buttons

Websites in the directory, with their Good for Bots score. Column headers sort the list.
Site	Category	Score
VibeCodingList vibecodinglist.com Builder network and feedback platform for AI-assisted and vibe-coded projects	Communities & Forums	View report for VibeCodingList:
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:
TrendingDevTools trendingdevtools.online Curated directory of software, libraries, AI tools, and developer frameworks	Directories & Aggregators	View report for TrendingDevTools:
H3 Max Stream h3maxstream.com Data, cost tools and directory for real-time generative video	Research & Reference	View report for H3 Max Stream:
ATracker atracker.io Self-hosted affiliate and media buying tracker for campaigns and reports	Developer Tools & APIs	View report for ATracker:
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:
Pallix app.pallix.in AI visibility and answer engine optimization platform for marketing teams	AI Products & Agents	View report for Pallix:
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:
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:
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:
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:
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:
Protecta360 protecta360.com Cybersecurity and IT support specializing in e-mail security and phishing protection	Local Businesses & Services	View report for Protecta360:
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:

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