--- title: "Website directory by AI visibility score" description: "Compare websites by AI visibility score. Browse categories, filter by bot capabilities and open public reports with crawler access checks and scan findings." url: "https://goodforbots.com/directory" --- # 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](https://goodforbots.com/standards#scoring) Search by name or domain: https://goodforbots.com/directory.md?capability=form-semantics&q={query}, at most 120 characters. 47 sites, filtered by Named form fields ([remove](https://goodforbots.com/directory.md)). Sorted by best score first. Also: [worst score first](https://goodforbots.com/directory.md?capability=form-semantics&sort=score-asc) · [site name, A–Z](https://goodforbots.com/directory.md?capability=form-semantics&sort=host). - [bunny.directory](https://goodforbots.com/r/bunny.directory): bunny.directory. Score 57 of 100, Fair. [Directories & Aggregators](https://goodforbots.com/directory/category/directories.md?capability=form-semantics). Startup launch directory with permanent pages and daily rankings - [Protecta360](https://goodforbots.com/r/protecta360.com): protecta360.com. Score 57 of 100, Fair. [Local Businesses & Services](https://goodforbots.com/directory/category/local-business.md?capability=form-semantics). Cybersecurity and IT support specializing in e-mail security and phishing protection - [Intertakt](https://goodforbots.com/r/intertakt.com): intertakt.com. Score 55 of 100, Fair. [SaaS & Web Apps](https://goodforbots.com/directory/category/saas.md?capability=form-semantics). Interval timer app with voice cues and background audio for workouts - [Embroidery Pricing Calculator](https://goodforbots.com/r/embroiderypricingcalculator.com): embroiderypricingcalculator.com. Score 50 of 100, Fair. [SaaS & Web Apps](https://goodforbots.com/directory/category/saas.md?capability=form-semantics). Free browser-based calculator for embroidery shop costs and retail quotes - [GitHub Highlights](https://goodforbots.com/r/highlightsx.github.io): highlightsx.github.io. Score 50 of 100, Fair. [Blogs & Newsletters](https://goodforbots.com/directory/category/blogs.md?capability=form-semantics). Profiles and technical breakdowns of new open-source projects - [Image to Crochet Pattern](https://goodforbots.com/r/imagetocrochetpattern.com): imagetocrochetpattern.com. Score 50 of 100, Fair. [SaaS & Web Apps](https://goodforbots.com/directory/category/saas.md?capability=form-semantics). Browser-based tool that converts photos into printable and editable crochet color charts - [OGList](https://goodforbots.com/r/oglist.org): oglist.org. Score 50 of 100, Fair. [Directories & Aggregators](https://goodforbots.com/directory/category/directories.md?capability=form-semantics). Directory of nonprofits and government bodies working on human rights, transparency and the environment - [Pressure Washer Fix](https://goodforbots.com/r/pressurewasherfix.com): pressurewasherfix.com. Score 50 of 100, Fair. [SaaS & Web Apps](https://goodforbots.com/directory/category/saas.md?capability=form-semantics). Free browser-based diagnostic tool for consumer pressure washer troubleshooting - [WorkroomCalc Roman Blind Calculator](https://goodforbots.com/r/workroomcalc.co.uk): workroomcalc.co.uk. Score 50 of 100, Fair. [Developer Tools & APIs](https://goodforbots.com/directory/category/developer-tools.md?capability=form-semantics). Free browser-based calculator for planning standard and cascade roman blinds - [Chord Progression Generator & Maker](https://goodforbots.com/r/chordgen.app): chordgen.app. Score 49 of 100, Fair. [SaaS & Web Apps](https://goodforbots.com/directory/category/saas.md?capability=form-semantics). Free tool to generate, preview, and export musical chord progressions and MIDI - [Timestamp Rocks](https://goodforbots.com/r/timestamp.rocks): timestamp.rocks. Score 49 of 100, Fair. [Developer Tools & APIs](https://goodforbots.com/directory/category/developer-tools.md?capability=form-semantics). Free tool to generate localized Discord timestamp codes and manage timezones - [Briefbox W-2 vs 1099 take-home calculator](https://goodforbots.com/r/overnightbrief.netlify.app): overnightbrief.netlify.app. Score 44 of 100, Poor. [SaaS & Web Apps](https://goodforbots.com/directory/category/saas.md?capability=form-semantics). Compare 2026 US take-home pay between W-2 employment and 1099 self-employment - [CloutStack](https://goodforbots.com/r/cloutstack.net): cloutstack.net. Score 42 of 100, Poor. [Directories & Aggregators](https://goodforbots.com/directory/category/directories.md?capability=form-semantics). Directory of tools that creators use to make, grow and monetize their work - [Lawn Mowing Cost Calculator](https://goodforbots.com/r/lawnmowingcalculator.com): lawnmowingcalculator.com. Score 42 of 100, Poor. [SaaS & Web Apps](https://goodforbots.com/directory/category/saas.md?capability=form-semantics). Calculate and estimate lawn mowing service costs based on area, frequency, and editable rates - [SplitSleeperCalc](https://goodforbots.com/r/splitsleepercalc.com): splitsleepercalc.com. Score 42 of 100, Poor. [Developer Tools & APIs](https://goodforbots.com/directory/category/developer-tools.md?capability=form-semantics). Calculator for FMCSA split sleeper berth rest periods and rules - [RemoveMate](https://goodforbots.com/r/removemate.com): removemate.com. Score 40 of 100, Poor. [AI Products & Agents](https://goodforbots.com/directory/category/ai-products.md?capability=form-semantics). Automated AI background removal for product photos, portraits and pets - [WattsCalc](https://goodforbots.com/r/wattscalc.com): wattscalc.com. Score 40 of 100, Poor. [SaaS & Web Apps](https://goodforbots.com/directory/category/saas.md?capability=form-semantics). Free conduit bending calculator for EMT offsets, stub-ups, and saddles - [Learn Vietnamese](https://goodforbots.com/r/learnviet.co): learnviet.co. Score 39 of 100, Poor. [Education & Learning](https://goodforbots.com/directory/category/education.md?capability=form-semantics). Personalized one-on-one Vietnamese lessons with native tutors - [Vintane](https://goodforbots.com/r/vintane.acoco.ai): vintane.acoco.ai. Score 36 of 100, Poor. [SaaS & Web Apps](https://goodforbots.com/directory/category/saas.md?capability=form-semantics). Pitch deck evaluator that provides founder fundability scores and investor feedback - [Growth Bounties](https://goodforbots.com/r/growthbounties.com): growthbounties.com. Score 35 of 100, Poor. [Marketplaces & Booking](https://goodforbots.com/directory/category/marketplaces.md?capability=form-semantics). Marketplace for independently verified Ahrefs Domain Rating growth outcomes - [SpeeJax](https://goodforbots.com/r/speejax.online): speejax.online. Score 30 of 100, Poor. [Developer Tools & APIs](https://goodforbots.com/directory/category/developer-tools.md?capability=form-semantics). Free browser-based tools to minify code, compress images, and optimize website performance - [PasteGuard](https://goodforbots.com/r/pasteguard-exp2.netlify.app): pasteguard-exp2.netlify.app. Score 23 of 100, Poor. [Developer Tools & APIs](https://goodforbots.com/directory/category/developer-tools.md?capability=form-semantics). Client-side secret and PII scanner for text before pasting into AI chatbots “(Pro)” marks a Pro listing. Pro never changes a score or a place in the order. [What Pro includes](https://goodforbots.com/pricing#pro). Every report is also available as Markdown at https://goodforbots.com/r/{host}.md. Page 2 of 2. [Previous page](https://goodforbots.com/directory.md?capability=form-semantics) ## Categories - All sites: 47 sites (this page) - Software & Tools - [Developer Tools & APIs](https://goodforbots.com/directory/category/developer-tools.md?capability=form-semantics): 9 sites - [SaaS & Web Apps](https://goodforbots.com/directory/category/saas.md?capability=form-semantics): 15 sites - [AI Products & Agents](https://goodforbots.com/directory/category/ai-products.md?capability=form-semantics): 7 sites - Content & Knowledge - [Blogs & Newsletters](https://goodforbots.com/directory/category/blogs.md?capability=form-semantics): 1 site - [Education & Learning](https://goodforbots.com/directory/category/education.md?capability=form-semantics): 5 sites - [Research & Reference](https://goodforbots.com/directory/category/research-reference.md?capability=form-semantics): 1 site - [Directories & Aggregators](https://goodforbots.com/directory/category/directories.md?capability=form-semantics): 6 sites - Commerce & Services - E-commerce Stores: 0 sites - [Marketplaces & Booking](https://goodforbots.com/directory/category/marketplaces.md?capability=form-semantics): 1 site - [Local Businesses & Services](https://goodforbots.com/directory/category/local-business.md?capability=form-semantics): 1 site - Organizations & People - [Companies & Agencies](https://goodforbots.com/directory/category/companies.md?capability=form-semantics): 1 site - Communities & Forums: 0 sites - Misc - Other: 0 sites ## Platforms Match any selected platform. Counts show sites using each one. - [Astro](https://goodforbots.com/directory.md?capability=form-semantics&platform=astro): 1 site - [Lovable](https://goodforbots.com/directory.md?capability=form-semantics&platform=lovable): 2 sites - [Next.js](https://goodforbots.com/directory.md?capability=form-semantics&platform=nextjs): 23 sites - Nuxt: 0 sites - SvelteKit: 0 sites - [WordPress](https://goodforbots.com/directory.md?capability=form-semantics&platform=wordpress): 2 sites ## Signals Each one you pick narrows the list: a site must have them all. ### Agent capabilities - [API catalog](https://goodforbots.com/directory.md?capability=api-catalog&capability=form-semantics): 3 sites. Lists 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.md](https://goodforbots.com/directory.md?capability=auth-md&capability=form-semantics): 1 site. A 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 card](https://goodforbots.com/directory.md?capability=a2a-agent-card&capability=form-semantics): 3 sites. Describes 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 index](https://goodforbots.com/directory.md?capability=agent-skills-index&capability=form-semantics): 1 site. Lists 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 Auth](https://goodforbots.com/directory.md?capability=form-semantics&capability=web-bot-auth): 1 site. Publishes 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 commerce](https://goodforbots.com/directory.md?capability=acp&capability=form-semantics): 1 site. Publishes how agents can connect to its Agentic Commerce Protocol integration. The badge confirms discovery metadata; purchases are not tested. ### Standards - [llms.txt](https://goodforbots.com/directory.md?capability=form-semantics&capability=llms-txt): 28 sites. A short guide to the site written for AI models: what it is and which pages matter most. - [robots.txt](https://goodforbots.com/directory.md?capability=form-semantics&capability=robots-txt): 46 sites. The file that tells crawlers where they may go. Every other rule a site gives to bots starts here. - [Sitemap](https://goodforbots.com/directory.md?capability=form-semantics&capability=sitemap): 46 sites. A list of the site's pages, so a bot sees everything that exists instead of guessing from links. - [Descriptive llms.txt](https://goodforbots.com/directory.md?capability=form-semantics&capability=llms-txt-quality): 17 sites. The llms.txt describes what is behind each link, so a model knows which pages are worth reading. - [llms-full.txt or .md pages](https://goodforbots.com/directory.md?capability=form-semantics&capability=llms-full-txt): 10 sites. The 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 negotiation](https://goodforbots.com/directory.md?capability=form-semantics&capability=markdown-negotiation): 5 sites. Pages come back as clean Markdown when a bot asks for it: just the content, without menus, styling and scripts. - [AI crawler rules](https://goodforbots.com/directory.md?capability=ai-crawler-rules&capability=form-semantics): 19 sites. The site says which AI bots may visit, for training, search or answering questions. Blocking some is fine; what counts is making a choice. - [Content Signals](https://goodforbots.com/directory.md?capability=content-signals&capability=form-semantics): 3 sites. The 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-LD](https://goodforbots.com/directory.md?capability=form-semantics&capability=schema-org): 34 sites. Structured 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 HTML](https://goodforbots.com/directory.md?capability=form-semantics&capability=semantic-html): 32 sites. The 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 navigation](https://goodforbots.com/directory.md?capability=crawlable-navigation&capability=form-semantics): 42 sites. Observed homepage navigation exposes usable page addresses and section targets in HTML. Destinations are not fetched by this check. - [Named links and buttons](https://goodforbots.com/directory.md?capability=control-names&capability=form-semantics): 43 sites. Links and buttons in the collected homepage HTML have names recoverable from text, labels or native alternatives, including icon controls. - Named form fields: 47 sites, selected ([remove](https://goodforbots.com/directory.md)). Observed homepage fields have recoverable names and recognizable input semantics. Submission behavior is not tested. - [Control roles and states](https://goodforbots.com/directory.md?capability=control-semantics&capability=form-semantics): 34 sites. Homepage controls meet static checks for roles, required states and relationship targets, using native HTML semantics where available. - [Typed links](https://goodforbots.com/directory.md?capability=form-semantics&capability=link-headers): 3 sites. The 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 URL](https://goodforbots.com/directory.md?capability=canonical-url&capability=form-semantics): 44 sites. Each page names the one address that should be indexed and cited, so an agent quoting it links to the right URL. - [Working section links](https://goodforbots.com/directory.md?capability=form-semantics&capability=section-links): 34 sites. Links 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](https://goodforbots.com/directory.md) ## Structured data ```json { "@context": "https://schema.org", "@graph": [ { "@type": "CollectionPage", "@id": "https://goodforbots.com/directory#webpage", "url": "https://goodforbots.com/directory", "name": "Website directory by AI visibility score", "description": "Compare websites by AI visibility score. Browse categories, filter by bot capabilities and open public reports with crawler access checks and scan findings.", "inLanguage": "en", "isPartOf": { "@id": "https://goodforbots.com/#website" }, "breadcrumb": { "@id": "https://goodforbots.com/directory#breadcrumb" }, "mainEntity": { "@id": "https://goodforbots.com/directory#items" } }, { "@type": "BreadcrumbList", "@id": "https://goodforbots.com/directory#breadcrumb", "itemListElement": [ { "@type": "ListItem", "position": 1, "name": "Home", "item": "https://goodforbots.com/" }, { "@type": "ListItem", "position": 2, "name": "Directory", "item": "https://goodforbots.com/directory" } ] }, { "@type": "ItemList", "@id": "https://goodforbots.com/directory#items", "name": "Website directory by AI visibility score", "numberOfItems": 47, "itemListElement": [ { "@type": "ListItem", "position": 26, "name": "bunny.directory", "url": "https://goodforbots.com/r/bunny.directory" }, { "@type": "ListItem", "position": 27, "name": "Protecta360", "url": "https://goodforbots.com/r/protecta360.com" }, { "@type": "ListItem", "position": 28, "name": "Intertakt", "url": "https://goodforbots.com/r/intertakt.com" }, { "@type": "ListItem", "position": 29, "name": "Embroidery Pricing Calculator", "url": "https://goodforbots.com/r/embroiderypricingcalculator.com" }, { "@type": "ListItem", "position": 30, "name": "GitHub Highlights", "url": "https://goodforbots.com/r/highlightsx.github.io" }, { "@type": "ListItem", "position": 31, "name": "Image to Crochet Pattern", "url": "https://goodforbots.com/r/imagetocrochetpattern.com" }, { "@type": "ListItem", "position": 32, "name": "OGList", "url": "https://goodforbots.com/r/oglist.org" }, { "@type": "ListItem", "position": 33, "name": "Pressure Washer Fix", "url": "https://goodforbots.com/r/pressurewasherfix.com" }, { "@type": "ListItem", "position": 34, "name": "WorkroomCalc Roman Blind Calculator", "url": "https://goodforbots.com/r/workroomcalc.co.uk" }, { "@type": "ListItem", "position": 35, "name": "Chord Progression Generator & Maker", "url": "https://goodforbots.com/r/chordgen.app" }, { "@type": "ListItem", "position": 36, "name": "Timestamp Rocks", "url": "https://goodforbots.com/r/timestamp.rocks" }, { "@type": "ListItem", "position": 37, "name": "Briefbox W-2 vs 1099 take-home calculator", "url": "https://goodforbots.com/r/overnightbrief.netlify.app" }, { "@type": "ListItem", "position": 38, "name": "CloutStack", "url": "https://goodforbots.com/r/cloutstack.net" }, { "@type": "ListItem", "position": 39, "name": "Lawn Mowing Cost Calculator", "url": "https://goodforbots.com/r/lawnmowingcalculator.com" }, { "@type": "ListItem", "position": 40, "name": "SplitSleeperCalc", "url": "https://goodforbots.com/r/splitsleepercalc.com" }, { "@type": "ListItem", "position": 41, "name": "RemoveMate", "url": "https://goodforbots.com/r/removemate.com" }, { "@type": "ListItem", "position": 42, "name": "WattsCalc", "url": "https://goodforbots.com/r/wattscalc.com" }, { "@type": "ListItem", "position": 43, "name": "Learn Vietnamese", "url": "https://goodforbots.com/r/learnviet.co" }, { "@type": "ListItem", "position": 44, "name": "Vintane", "url": "https://goodforbots.com/r/vintane.acoco.ai" }, { "@type": "ListItem", "position": 45, "name": "Growth Bounties", "url": "https://goodforbots.com/r/growthbounties.com" }, { "@type": "ListItem", "position": 46, "name": "SpeeJax", "url": "https://goodforbots.com/r/speejax.online" }, { "@type": "ListItem", "position": 47, "name": "PasteGuard", "url": "https://goodforbots.com/r/pasteguard-exp2.netlify.app" } ] }, { "@type": "Organization", "@id": "https://goodforbots.com/#organization", "name": "Good for Bots", "url": "https://goodforbots.com", "logo": "https://goodforbots.com/icon-512.png", "founder": { "@id": "https://goodforbots.com/#person-mateusz-pawlica" }, "contactPoint": { "@type": "ContactPoint", "contactType": "customer support", "email": "support@goodforbots.com", "url": "https://goodforbots.com/contact" } }, { "@type": "WebSite", "@id": "https://goodforbots.com/#website", "name": "Good for Bots", "url": "https://goodforbots.com", "description": "Check if AI crawlers can access and read your website, free. Get a score out of 100 with every finding and fix prompts, then browse reports in the directory.", "inLanguage": "en", "publisher": { "@id": "https://goodforbots.com/#organization" }, "potentialAction": { "@type": "SearchAction", "target": { "@type": "EntryPoint", "urlTemplate": "https://goodforbots.com/directory?q={q}" }, "query-input": "required maxlength=120 name=q" } }, { "@type": "Person", "@id": "https://goodforbots.com/#person-mateusz-pawlica", "name": "Mateusz Pawlica", "givenName": "Mateusz", "familyName": "Pawlica", "jobTitle": "Founder of Good for Bots", "description": "Web developer who builds directories and AI-powered products, and the founder of Good for Bots.", "url": "https://goodforbots.com/about#founder", "sameAs": [ "https://pl.linkedin.com/in/mateusz-pawlica-65238816b", "https://pawlicaweb.pl/o-mnie" ], "knowsAbout": [ "llms.txt", "robots.txt", "AI crawlers", "Markdown content negotiation", "Structured data", "Technical SEO", "Web directories", "Next.js", "TypeScript", "Generative AI" ], "worksFor": { "@id": "https://goodforbots.com/#organization" } } ] } ```