--- 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?tag=b2c&q={query}, at most 120 characters. 17 sites, filtered by tag B2C ([remove](https://goodforbots.com/directory.md)). Sorted by best score first. Also: [worst score first](https://goodforbots.com/directory.md?tag=b2c&sort=score-asc) · [site name, A–Z](https://goodforbots.com/directory.md?tag=b2c&sort=host). - [HelpMeDegree](https://goodforbots.com/r/helpmedegree.com): helpmedegree.com. Score 79 of 100, Good. [Education & Learning](https://goodforbots.com/directory/category/education.md?tag=b2c). Adviser-led guidance for students navigating UK university courses and applications - [ScriptureSide](https://goodforbots.com/r/scriptureside.app): scriptureside.app. Score 71 of 100, Fair. [AI Products & Agents](https://goodforbots.com/directory/category/ai-products.md?tag=b2c). AI Bible study and prayer companion for daily quiet time and reflection - [VerbPal](https://goodforbots.com/r/verbpal.com): verbpal.com. Score 70 of 100, Fair. [Education & Learning](https://goodforbots.com/directory/category/education.md?tag=b2c). Master verb conjugations in context with spaced repetition across ten languages - [Match Factory Walkthrough](https://goodforbots.com/r/matchfactoryguide.com): matchfactoryguide.com. Score 64 of 100, Fair. [Education & Learning](https://goodforbots.com/directory/category/education.md?tag=b2c). Free level guides, walkthroughs, and strategies for the Match Factory puzzle game - [Raindance AI](https://goodforbots.com/r/raindanceai.pro): raindanceai.pro. Score 63 of 100, Fair. [AI Products & Agents](https://goodforbots.com/directory/category/ai-products.md?tag=b2c). Two-photo AI video workflow for generating cinematic seaside sunset scenes - [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?tag=b2c). AI-powered YouTube video summarizer with multiple summary depths and browser extension - [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?tag=b2c). AI cat name generator and matching tools for finding feline names by style and color - [ImageToSTL.online](https://goodforbots.com/r/imagetostl.online): imagetostl.online. Score 58 of 100, Fair. [Developer Tools & APIs](https://goodforbots.com/directory/category/developer-tools.md?tag=b2c). Turn PNG and JPG images into 3D printable STL files in your browser - [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?tag=b2c). Cybersecurity and IT support specializing in e-mail security and phishing protection - [Offer Bull](https://goodforbots.com/r/offerbull.net): offerbull.net. Score 55 of 100, Fair. [AI Products & Agents](https://goodforbots.com/directory/category/ai-products.md?tag=b2c). AI interview assistant for real-time answer suggestions and mock practice across platforms - [Hotel Lobby AI](https://goodforbots.com/r/hotellobbyai.top): hotellobbyai.top. Score 52 of 100, Fair. [AI Products & Agents](https://goodforbots.com/directory/category/ai-products.md?tag=b2c). Browser-based video generator for creating two-person stage performance clips from two photos - [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?tag=b2c). Free browser-based diagnostic tool for consumer pressure washer troubleshooting - [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?tag=b2c). Compare 2026 US take-home pay between W-2 employment and 1099 self-employment - [FeelPair](https://goodforbots.com/r/feelpair.com): feelpair.com. Score 40 of 100, Poor. [AI Products & Agents](https://goodforbots.com/directory/category/ai-products.md?tag=b2c). AI-assisted live communication and mediation tool for couples experiencing conflict - [Learn Vietnamese](https://goodforbots.com/r/learnviet.co): learnviet.co. Score 39 of 100, Poor. [Education & Learning](https://goodforbots.com/directory/category/education.md?tag=b2c). Personalized one-on-one Vietnamese lessons with native tutors - [Dropshipping desde cero](https://goodforbots.com/r/dropshippingdesdecero.com): dropshippingdesdecero.com. Score 37 of 100, Poor. [E-commerce Stores](https://goodforbots.com/directory/category/ecommerce.md?tag=b2c). Shopify themes, conversion audits, and tools for dropshippers by Alejandro Atienza - [XONER4](https://goodforbots.com/r/xoner4.github.io): xoner4.github.io. Score 22 of 100, Poor. [AI Products & Agents](https://goodforbots.com/directory/category/ai-products.md?tag=b2c). Public download and product information for the Honer AI Android application “(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. ## Categories - All sites: 17 sites (this page) - Software & Tools - [Developer Tools & APIs](https://goodforbots.com/directory/category/developer-tools.md?tag=b2c): 1 site - [SaaS & Web Apps](https://goodforbots.com/directory/category/saas.md?tag=b2c): 2 sites - [AI Products & Agents](https://goodforbots.com/directory/category/ai-products.md?tag=b2c): 8 sites - Content & Knowledge - Blogs & Newsletters: 0 sites - [Education & Learning](https://goodforbots.com/directory/category/education.md?tag=b2c): 4 sites - Research & Reference: 0 sites - Directories & Aggregators: 0 sites - Commerce & Services - [E-commerce Stores](https://goodforbots.com/directory/category/ecommerce.md?tag=b2c): 1 site - Marketplaces & Booking: 0 sites - [Local Businesses & Services](https://goodforbots.com/directory/category/local-business.md?tag=b2c): 1 site - Organizations & People - Companies & Agencies: 0 sites - Communities & Forums: 0 sites - Misc - Other: 0 sites ## Platforms Match any selected platform. Counts show sites using each one. - Astro: 0 sites - [Lovable](https://goodforbots.com/directory.md?platform=lovable&tag=b2c): 1 site - [Next.js](https://goodforbots.com/directory.md?platform=nextjs&tag=b2c): 5 sites - [Nuxt](https://goodforbots.com/directory.md?platform=nuxt&tag=b2c): 1 site - SvelteKit: 0 sites - [WordPress](https://goodforbots.com/directory.md?platform=wordpress&tag=b2c): 1 site ## Signals Each one you pick narrows the list: a site must have them all. ### Agent capabilities - API catalog: 0 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: 0 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: 0 sites. 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&tag=b2c): 12 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&tag=b2c): 16 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=sitemap&tag=b2c): 16 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=llms-txt-quality&tag=b2c): 4 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: 0 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&tag=b2c): 1 site. 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&tag=b2c): 5 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: 0 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&tag=b2c): 11 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&tag=b2c): 8 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&tag=b2c): 11 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&tag=b2c): 15 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&tag=b2c): 9 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&tag=b2c): 14 sites. Homepage controls meet static checks for roles, required states and relationship targets, using native HTML semantics where available. - Typed links: 0 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&tag=b2c): 17 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&tag=b2c): 7 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. ## 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": 17, "itemListElement": [ { "@type": "ListItem", "position": 1, "name": "HelpMeDegree", "url": "https://goodforbots.com/r/helpmedegree.com" }, { "@type": "ListItem", "position": 2, "name": "ScriptureSide", "url": "https://goodforbots.com/r/scriptureside.app" }, { "@type": "ListItem", "position": 3, "name": "VerbPal", "url": "https://goodforbots.com/r/verbpal.com" }, { "@type": "ListItem", "position": 4, "name": "Match Factory Walkthrough", "url": "https://goodforbots.com/r/matchfactoryguide.com" }, { "@type": "ListItem", "position": 5, "name": "Raindance AI", "url": "https://goodforbots.com/r/raindanceai.pro" }, { "@type": "ListItem", "position": 6, "name": "ekstrakt", "url": "https://goodforbots.com/r/ekstrakt.app" }, { "@type": "ListItem", "position": 7, "name": "Cat Names AI", "url": "https://goodforbots.com/r/catnamesai.com" }, { "@type": "ListItem", "position": 8, "name": "ImageToSTL.online", "url": "https://goodforbots.com/r/imagetostl.online" }, { "@type": "ListItem", "position": 9, "name": "Protecta360", "url": "https://goodforbots.com/r/protecta360.com" }, { "@type": "ListItem", "position": 10, "name": "Offer Bull", "url": "https://goodforbots.com/r/offerbull.net" }, { "@type": "ListItem", "position": 11, "name": "Hotel Lobby AI", "url": "https://goodforbots.com/r/hotellobbyai.top" }, { "@type": "ListItem", "position": 12, "name": "Pressure Washer Fix", "url": "https://goodforbots.com/r/pressurewasherfix.com" }, { "@type": "ListItem", "position": 13, "name": "Briefbox W-2 vs 1099 take-home calculator", "url": "https://goodforbots.com/r/overnightbrief.netlify.app" }, { "@type": "ListItem", "position": 14, "name": "FeelPair", "url": "https://goodforbots.com/r/feelpair.com" }, { "@type": "ListItem", "position": 15, "name": "Learn Vietnamese", "url": "https://goodforbots.com/r/learnviet.co" }, { "@type": "ListItem", "position": 16, "name": "Dropshipping desde cero", "url": "https://goodforbots.com/r/dropshippingdesdecero.com" }, { "@type": "ListItem", "position": 17, "name": "XONER4", "url": "https://goodforbots.com/r/xoner4.github.io" } ] }, { "@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" } } ] } ```