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
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:
Intertakt intertakt.com Interval timer app with voice cues and background audio for workouts	SaaS & Web Apps	View report for Intertakt:
Embroidery Pricing Calculator embroiderypricingcalculator.com Free browser-based calculator for embroidery shop costs and retail quotes	SaaS & Web Apps	View report for Embroidery Pricing Calculator:
GitHub Highlights highlightsx.github.io Profiles and technical breakdowns of new open-source projects	Blogs & Newsletters	View report for GitHub Highlights:
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:
OGList oglist.org Directory of nonprofits and government bodies working on human rights, transparency and the environment	Directories & Aggregators	View report for OGList:
Pressure Washer Fix pressurewasherfix.com Free browser-based diagnostic tool for consumer pressure washer troubleshooting	SaaS & Web Apps	View report for Pressure Washer Fix:
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:
Timestamp Rocks timestamp.rocks Free tool to generate localized Discord timestamp codes and manage timezones	Developer Tools & APIs	View report for Timestamp Rocks:
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:
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:
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:
Vintane vintane.acoco.ai Pitch deck evaluator that provides founder fundability scores and investor feedback	SaaS & Web Apps	View report for Vintane:
Growth Bounties growthbounties.com Marketplace for independently verified Ahrefs Domain Rating growth outcomes	Marketplaces & Booking	View report for Growth Bounties:
SpeeJax speejax.online Free browser-based tools to minify code, compress images, and optimize website performance	Developer Tools & APIs	View report for SpeeJax:
PasteGuard pasteguard-exp2.netlify.app Client-side secret and PII scanner for text before pasting into AI chatbots	Developer Tools & APIs	View report for PasteGuard:

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