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 catalog5Lists 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.txt63A short guide to the site written for AI models: what it is and which pages matter most.
robots.txt114The file that tells crawlers where they may go. Every other rule a site gives to bots starts here.
Sitemap110A list of the site's pages, so a bot sees everything that exists instead of guessing from links.
Descriptive llms.txt37The llms.txt describes what is behind each link, so a model knows which pages are worth reading.
llms-full.txt or .md pages23The 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 negotiation8Pages 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 Signals6The 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-LD82Structured 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 HTML60The 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 navigation93Observed 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 fields47Observed 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 links5The 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 URL104Each page names the one address that should be indexed and cited, so an agent quoting it links to the right URL.
Working section links74Links 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.

Filters

Signals

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

Agent capabilities

API catalog5Lists 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.txt63A short guide to the site written for AI models: what it is and which pages matter most.
robots.txt114The file that tells crawlers where they may go. Every other rule a site gives to bots starts here.
Sitemap110A list of the site's pages, so a bot sees everything that exists instead of guessing from links.
Descriptive llms.txt37The llms.txt describes what is behind each link, so a model knows which pages are worth reading.
llms-full.txt or .md pages23The 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 negotiation8Pages 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 Signals6The 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-LD82Structured 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 HTML60The 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 navigation93Observed 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 fields47Observed 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 links5The 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 URL104Each page names the one address that should be indexed and cited, so an agent quoting it links to the right URL.
Working section links74Links 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.

117 sites

Websites in the directory, with their Good for Bots score. Column headers sort the list.
Site	Category	Score
SkipBait skipbait.app AI YouTube video summarizer and chat extension for Chromium browsers	AI Products & Agents	View report for SkipBait:
Top Proxy top-proxy.com Catalog and comparison platform for mobile, residential, and server proxies	Directories & Aggregators	View report for Top Proxy:
WorkroomCalc Roman Blind Calculator workroomcalc.co.uk Free browser-based calculator for planning standard and cascade roman blinds	Developer Tools & APIs	View report for WorkroomCalc Roman Blind Calculator:
Chord Progression Generator & Maker chordgen.app Free tool to generate, preview, and export musical chord progressions and MIDI	SaaS & Web Apps	View report for Chord Progression Generator & Maker:
Sky COTL Tools skycotl.tools Fan-made clock, shard tracker, candle calculator and music tools for Sky	Other	View report for Sky COTL Tools:
Timestamp Rocks timestamp.rocks Free tool to generate localized Discord timestamp codes and manage timezones	Developer Tools & APIs	View report for Timestamp Rocks:
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:
Export to Figma exporttofigma.com Capture any website and paste it into Figma as fully editable layers	Developer Tools & APIs	View report for Export to Figma:
ConnectionsHint connectionshintsapp.com Daily hints and answers for the New York Times Connections puzzle	Education & Learning	View report for ConnectionsHint:
Notify Sound notifysound.com Free customizable notification sounds with an AI editor and MCP server integration	Developer Tools & APIs	View report for Notify Sound:
Dark Harbor darkharbor.ai Digital employees for reception, lead follow-up, and administrative tasks	AI Products & Agents	View report for Dark Harbor:
Bidcraftr bidcraftr.com Proposal software with e-signatures and payment collection for freelancers	SaaS & Web Apps	View report for Bidcraftr:
EnjoySEOS enjoyseos.online Free online toolkit for SEO previews, schema generation, sitemaps, and redirects	Developer Tools & APIs	View report for EnjoySEOS:
Briefbox W-2 vs 1099 take-home calculator overnightbrief.netlify.app Compare 2026 US take-home pay between W-2 employment and 1099 self-employment	SaaS & Web Apps	View report for Briefbox W-2 vs 1099 take-home calculator:
Distribute Now Online distributenow.online Answer distribution service for brands to gain mentions in customer questions	SaaS & Web Apps	View report for Distribute Now Online:
CloutStack cloutstack.net Directory of tools that creators use to make, grow and monetize their work	Directories & Aggregators	View report for CloutStack:
Lawn Mowing Cost Calculator lawnmowingcalculator.com Calculate and estimate lawn mowing service costs based on area, frequency, and editable rates	SaaS & Web Apps	View report for Lawn Mowing Cost Calculator:
SplitSleeperCalc splitsleepercalc.com Calculator for FMCSA split sleeper berth rest periods and rules	Developer Tools & APIs	View report for SplitSleeperCalc:
Mysitee mysitee.com Simple personal blogging platform with a distraction-free editor and custom domains	SaaS & Web Apps	View report for Mysitee:
StartupIdeasDB startupideasdb.com AI-powered startup research platform with validated market opportunities and business blueprints	AI Products & Agents	View report for StartupIdeasDB:
CheapHoster cheaphoster.net Shared, reseller, VPS, and dedicated web hosting starting at one dollar per month	Developer Tools & APIs	View report for CheapHoster:
FeelPair feelpair.com AI-assisted live communication and mediation tool for couples experiencing conflict	AI Products & Agents	View report for FeelPair:
RemoveMate removemate.com Automated AI background removal for product photos, portraits and pets	AI Products & Agents	View report for RemoveMate:
WattsCalc wattscalc.com Free conduit bending calculator for EMT offsets, stub-ups, and saddles	SaaS & Web Apps	View report for WattsCalc:
Learn Vietnamese learnviet.co Personalized one-on-one Vietnamese lessons with native tutors	Education & Learning	View report for Learn Vietnamese:

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