--- 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=sitemap&platform=nextjs&q={query}, at most 120 characters. 51 sites, filtered by Next.js ([remove](https://goodforbots.com/directory.md?capability=sitemap)), Sitemap ([remove](https://goodforbots.com/directory.md?platform=nextjs)). Sorted by best score first. Also: [worst score first](https://goodforbots.com/directory.md?capability=sitemap&platform=nextjs&sort=score-asc) · [site name, A–Z](https://goodforbots.com/directory.md?capability=sitemap&platform=nextjs&sort=host). - [ekstrakt](https://goodforbots.com/r/ekstrakt.app): ekstrakt.app. Score 60 of 100, Fair. [AI Products & Agents](https://goodforbots.com/directory/category/ai-products.md?capability=sitemap&platform=nextjs). AI-powered YouTube video summarizer with multiple summary depths and browser extension - [Traecta](https://goodforbots.com/r/traecta.com): traecta.com. Score 60 of 100, Fair, 1 agent capability. [Education & Learning](https://goodforbots.com/directory/category/education.md?capability=sitemap&platform=nextjs). Personalized learning roadmaps for adults switching into technology and digital careers - [Cat Names AI](https://goodforbots.com/r/catnamesai.com): catnamesai.com. Score 59 of 100, Fair. [AI Products & Agents](https://goodforbots.com/directory/category/ai-products.md?capability=sitemap&platform=nextjs). AI cat name generator and matching tools for finding feline names by style and color - [Egmatic](https://goodforbots.com/r/egmatic.com): egmatic.com. Score 58 of 100, Fair. [Developer Tools & APIs](https://goodforbots.com/directory/category/developer-tools.md?capability=sitemap&platform=nextjs). No-code 2D game editor with a built-in ship layer for developers - [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=sitemap&platform=nextjs). Startup launch directory with permanent pages and daily rankings - [tracerHQ](https://goodforbots.com/r/tracerhq.co): tracerhq.co. Score 56 of 100, Fair. [SaaS & Web Apps](https://goodforbots.com/directory/category/saas.md?capability=sitemap&platform=nextjs). SEO-to-revenue attribution platform connecting search data to signups and MRR for SaaS teams - [Broker Relay](https://goodforbots.com/r/brokerrelaycrm.com): brokerrelaycrm.com. Score 50 of 100, Fair. [SaaS & Web Apps](https://goodforbots.com/directory/category/saas.md?capability=sitemap&platform=nextjs). AI mortgage CRM with email marketing and lead follow-up tools for brokers - [Krillion Field Guide](https://goodforbots.com/r/krillion.quest): krillion.quest. Score 50 of 100, Fair. [Research & Reference](https://goodforbots.com/directory/category/research-reference.md?capability=sitemap&platform=nextjs). Independent practice games, hints and strategy guides for the Krillion trivia game - [PostOnce](https://goodforbots.com/r/postonce.app): postonce.app. Score 50 of 100, Fair. [SaaS & Web Apps](https://goodforbots.com/directory/category/saas.md?capability=sitemap&platform=nextjs). Schedule and publish content to multiple social networks from a single workspace - [SkipBait](https://goodforbots.com/r/skipbait.app): skipbait.app. Score 50 of 100, Fair. [AI Products & Agents](https://goodforbots.com/directory/category/ai-products.md?capability=sitemap&platform=nextjs). AI YouTube video summarizer and chat extension for Chromium browsers - [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=sitemap&platform=nextjs). Free tool to generate, preview, and export musical chord progressions and MIDI - [Sky COTL Tools](https://goodforbots.com/r/skycotl.tools): skycotl.tools. Score 49 of 100, Fair. [Other](https://goodforbots.com/directory/category/other.md?capability=sitemap&platform=nextjs). Fan-made clock, shard tracker, candle calculator and music tools for Sky - [CodexTheme Tools Theme Builder](https://goodforbots.com/r/codextheme.tools): codextheme.tools. Score 47 of 100, Fair. [Developer Tools & APIs](https://goodforbots.com/directory/category/developer-tools.md?capability=sitemap&platform=nextjs). Free browser-local theme builder and exporter for the Codex Desktop app - [Export to Figma](https://goodforbots.com/r/exporttofigma.com): exporttofigma.com. Score 47 of 100, Fair. [Developer Tools & APIs](https://goodforbots.com/directory/category/developer-tools.md?capability=sitemap&platform=nextjs). Capture any website and paste it into Figma as fully editable layers - [ConnectionsHint](https://goodforbots.com/r/connectionshintsapp.com): connectionshintsapp.com. Score 46 of 100, Fair. [Education & Learning](https://goodforbots.com/directory/category/education.md?capability=sitemap&platform=nextjs). Daily hints and answers for the New York Times Connections puzzle - [Bidcraftr](https://goodforbots.com/r/bidcraftr.com): bidcraftr.com. Score 44 of 100, Poor. [SaaS & Web Apps](https://goodforbots.com/directory/category/saas.md?capability=sitemap&platform=nextjs). Proposal software with e-signatures and payment collection for freelancers - [CloutStack](https://goodforbots.com/r/cloutstack.net): cloutstack.net. Score 42 of 100, Poor. [Directories & Aggregators](https://goodforbots.com/directory/category/directories.md?capability=sitemap&platform=nextjs). 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=sitemap&platform=nextjs). Calculate and estimate lawn mowing service costs based on area, frequency, and editable rates - [StartupIdeasDB](https://goodforbots.com/r/startupideasdb.com): startupideasdb.com. Score 41 of 100, Poor. [AI Products & Agents](https://goodforbots.com/directory/category/ai-products.md?capability=sitemap&platform=nextjs). AI-powered startup research platform with validated market opportunities and business blueprints - [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=sitemap&platform=nextjs). 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=sitemap&platform=nextjs). 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=sitemap&platform=nextjs). Personalized one-on-one Vietnamese lessons with native tutors - [Staff Scheduling](https://goodforbots.com/r/getstaffscheduling.ca): getstaffscheduling.ca. Score 38 of 100, Poor. [SaaS & Web Apps](https://goodforbots.com/directory/category/saas.md?capability=sitemap&platform=nextjs). Employee scheduling and shift management software for hourly teams - [Mission Control Labs](https://goodforbots.com/r/proposals.mission-control-labs.com): proposals.mission-control-labs.com. Score 36 of 100, Poor. [SaaS & Web Apps](https://goodforbots.com/directory/category/saas.md?capability=sitemap&platform=nextjs). Proposal automation engine for small MSPs and agencies replacing manual Word quotes - [FormToNotion](https://goodforbots.com/r/vgt.cc): vgt.cc. Score 36 of 100, Poor. [SaaS & Web Apps](https://goodforbots.com/directory/category/saas.md?capability=sitemap&platform=nextjs). Form builder that syncs submissions directly to Notion databases without Zapier “(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 3. [Previous page](https://goodforbots.com/directory.md?capability=sitemap&platform=nextjs) [Next page](https://goodforbots.com/directory.md?capability=sitemap&platform=nextjs&page=3) ## Categories - All sites: 51 sites (this page) - Software & Tools - [Developer Tools & APIs](https://goodforbots.com/directory/category/developer-tools.md?capability=sitemap&platform=nextjs): 8 sites - [SaaS & Web Apps](https://goodforbots.com/directory/category/saas.md?capability=sitemap&platform=nextjs): 16 sites - [AI Products & Agents](https://goodforbots.com/directory/category/ai-products.md?capability=sitemap&platform=nextjs): 11 sites - Content & Knowledge - Blogs & Newsletters: 0 sites - [Education & Learning](https://goodforbots.com/directory/category/education.md?capability=sitemap&platform=nextjs): 4 sites - [Research & Reference](https://goodforbots.com/directory/category/research-reference.md?capability=sitemap&platform=nextjs): 4 sites - [Directories & Aggregators](https://goodforbots.com/directory/category/directories.md?capability=sitemap&platform=nextjs): 7 sites - Commerce & Services - E-commerce Stores: 0 sites - Marketplaces & Booking: 0 sites - Local Businesses & Services: 0 sites - Organizations & People - Companies & Agencies: 0 sites - Communities & Forums: 0 sites - Misc - [Other](https://goodforbots.com/directory/category/other.md?capability=sitemap&platform=nextjs): 1 site ## Platforms Match any selected platform. Counts show sites using each one. - [Astro](https://goodforbots.com/directory.md?capability=sitemap&platform=astro&platform=nextjs): 2 sites - [Lovable](https://goodforbots.com/directory.md?capability=sitemap&platform=lovable&platform=nextjs): 3 sites - Next.js: 51 sites, selected ([remove](https://goodforbots.com/directory.md?capability=sitemap)) - [Nuxt](https://goodforbots.com/directory.md?capability=sitemap&platform=nextjs&platform=nuxt): 2 sites - [SvelteKit](https://goodforbots.com/directory.md?capability=sitemap&platform=nextjs&platform=sveltekit): 1 site - [WordPress](https://goodforbots.com/directory.md?capability=sitemap&platform=nextjs&platform=wordpress): 7 sites [Clear platforms](https://goodforbots.com/directory.md?capability=sitemap) ## 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=sitemap&platform=nextjs): 2 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: 0 sites. 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=sitemap&platform=nextjs): 2 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=sitemap&platform=nextjs): 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: 0 sites. 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: 0 sites. 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=llms-txt&capability=sitemap&platform=nextjs): 29 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=robots-txt&capability=sitemap&platform=nextjs): 51 sites. The file that tells crawlers where they may go. Every other rule a site gives to bots starts here. - Sitemap: 51 sites, selected ([remove](https://goodforbots.com/directory.md?platform=nextjs)). 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=llms-txt-quality&capability=sitemap&platform=nextjs): 18 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=llms-full-txt&capability=sitemap&platform=nextjs): 12 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=markdown-negotiation&capability=sitemap&platform=nextjs): 2 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=sitemap&platform=nextjs): 20 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=sitemap&platform=nextjs): 2 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=schema-org&capability=sitemap&platform=nextjs): 36 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=semantic-html&capability=sitemap&platform=nextjs): 30 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=sitemap&platform=nextjs): 50 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=sitemap&platform=nextjs): 46 sites. Links and buttons in the collected homepage HTML have names recoverable from text, labels or native alternatives, including icon controls. - [Named form fields](https://goodforbots.com/directory.md?capability=form-semantics&capability=sitemap&platform=nextjs): 23 sites. 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=sitemap&platform=nextjs): 33 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=link-headers&capability=sitemap&platform=nextjs): 2 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=sitemap&platform=nextjs): 47 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=section-links&capability=sitemap&platform=nextjs): 31 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?platform=nextjs) ## 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": 51, "itemListElement": [ { "@type": "ListItem", "position": 26, "name": "ekstrakt", "url": "https://goodforbots.com/r/ekstrakt.app" }, { "@type": "ListItem", "position": 27, "name": "Traecta", "url": "https://goodforbots.com/r/traecta.com" }, { "@type": "ListItem", "position": 28, "name": "Cat Names AI", "url": "https://goodforbots.com/r/catnamesai.com" }, { "@type": "ListItem", "position": 29, "name": "Egmatic", "url": "https://goodforbots.com/r/egmatic.com" }, { "@type": "ListItem", "position": 30, "name": "bunny.directory", "url": "https://goodforbots.com/r/bunny.directory" }, { "@type": "ListItem", "position": 31, "name": "tracerHQ", "url": "https://goodforbots.com/r/tracerhq.co" }, { "@type": "ListItem", "position": 32, "name": "Broker Relay", "url": "https://goodforbots.com/r/brokerrelaycrm.com" }, { "@type": "ListItem", "position": 33, "name": "Krillion Field Guide", "url": "https://goodforbots.com/r/krillion.quest" }, { "@type": "ListItem", "position": 34, "name": "PostOnce", "url": "https://goodforbots.com/r/postonce.app" }, { "@type": "ListItem", "position": 35, "name": "SkipBait", "url": "https://goodforbots.com/r/skipbait.app" }, { "@type": "ListItem", "position": 36, "name": "Chord Progression Generator & Maker", "url": "https://goodforbots.com/r/chordgen.app" }, { "@type": "ListItem", "position": 37, "name": "Sky COTL Tools", "url": "https://goodforbots.com/r/skycotl.tools" }, { "@type": "ListItem", "position": 38, "name": "CodexTheme Tools Theme Builder", "url": "https://goodforbots.com/r/codextheme.tools" }, { "@type": "ListItem", "position": 39, "name": "Export to Figma", "url": "https://goodforbots.com/r/exporttofigma.com" }, { "@type": "ListItem", "position": 40, "name": "ConnectionsHint", "url": "https://goodforbots.com/r/connectionshintsapp.com" }, { "@type": "ListItem", "position": 41, "name": "Bidcraftr", "url": "https://goodforbots.com/r/bidcraftr.com" }, { "@type": "ListItem", "position": 42, "name": "CloutStack", "url": "https://goodforbots.com/r/cloutstack.net" }, { "@type": "ListItem", "position": 43, "name": "Lawn Mowing Cost Calculator", "url": "https://goodforbots.com/r/lawnmowingcalculator.com" }, { "@type": "ListItem", "position": 44, "name": "StartupIdeasDB", "url": "https://goodforbots.com/r/startupideasdb.com" }, { "@type": "ListItem", "position": 45, "name": "RemoveMate", "url": "https://goodforbots.com/r/removemate.com" }, { "@type": "ListItem", "position": 46, "name": "WattsCalc", "url": "https://goodforbots.com/r/wattscalc.com" }, { "@type": "ListItem", "position": 47, "name": "Learn Vietnamese", "url": "https://goodforbots.com/r/learnviet.co" }, { "@type": "ListItem", "position": 48, "name": "Staff Scheduling", "url": "https://goodforbots.com/r/getstaffscheduling.ca" }, { "@type": "ListItem", "position": 49, "name": "Mission Control Labs", "url": "https://goodforbots.com/r/proposals.mission-control-labs.com" }, { "@type": "ListItem", "position": 50, "name": "FormToNotion", "url": "https://goodforbots.com/r/vgt.cc" } ] }, { "@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" } } ] } ```