--- title: "Communities & Forums: AI visibility reports" description: "Browse forums and community websites by AI visibility score. Check public crawler access and look for thread context, dates and clear membership boundaries." url: "https://goodforbots.com/directory/category/communities" --- # Communities & Forums Browse forums and community websites by AI visibility score. Check public crawler access and look for thread context, dates and clear membership boundaries. [How websites are scored](https://goodforbots.com/standards#scoring) Search by name or domain: https://goodforbots.com/directory/category/communities.md?q={query}, at most 120 characters. 1 site. Sorted by best score first. Also: [worst score first](https://goodforbots.com/directory/category/communities.md?sort=score-asc) · [site name, A–Z](https://goodforbots.com/directory/category/communities.md?sort=host). - [VibeCodingList](https://goodforbots.com/r/vibecodinglist.com): vibecodinglist.com. Score 70 of 100, Fair, 2 agent capabilities. [Communities & Forums](https://goodforbots.com/directory/category/communities.md). Builder network and feedback platform for AI-assisted and vibe-coded projects “(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](https://goodforbots.com/directory.md): 117 sites - Software & Tools - [Developer Tools & APIs](https://goodforbots.com/directory/category/developer-tools.md): 24 sites - [SaaS & Web Apps](https://goodforbots.com/directory/category/saas.md): 34 sites - [AI Products & Agents](https://goodforbots.com/directory/category/ai-products.md): 20 sites - Content & Knowledge - [Blogs & Newsletters](https://goodforbots.com/directory/category/blogs.md): 2 sites - [Education & Learning](https://goodforbots.com/directory/category/education.md): 7 sites - [Research & Reference](https://goodforbots.com/directory/category/research-reference.md): 5 sites - [Directories & Aggregators](https://goodforbots.com/directory/category/directories.md): 11 sites - Commerce & Services - [E-commerce Stores](https://goodforbots.com/directory/category/ecommerce.md): 1 site - [Marketplaces & Booking](https://goodforbots.com/directory/category/marketplaces.md): 1 site - [Local Businesses & Services](https://goodforbots.com/directory/category/local-business.md): 1 site - Organizations & People - [Companies & Agencies](https://goodforbots.com/directory/category/companies.md): 3 sites - Communities & Forums: 1 site (this page) - Misc - [Other](https://goodforbots.com/directory/category/other.md): 1 site ## Platforms Match any selected platform. Counts show sites using each one. - Astro: 0 sites - Lovable: 0 sites - Next.js: 0 sites - Nuxt: 0 sites - SvelteKit: 0 sites - WordPress: 0 sites ## Signals Each one you pick narrows the list: a site must have them all. ### Agent capabilities - [API catalog](https://goodforbots.com/directory/category/communities.md?capability=api-catalog): 1 site. 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](https://goodforbots.com/directory/category/communities.md?capability=agent-skills-index): 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/category/communities.md?capability=llms-txt): 1 site. A short guide to the site written for AI models: what it is and which pages matter most. - [robots.txt](https://goodforbots.com/directory/category/communities.md?capability=robots-txt): 1 site. The file that tells crawlers where they may go. Every other rule a site gives to bots starts here. - [Sitemap](https://goodforbots.com/directory/category/communities.md?capability=sitemap): 1 site. 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/category/communities.md?capability=llms-txt-quality): 1 site. 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/category/communities.md?capability=llms-full-txt): 1 site. 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/category/communities.md?capability=markdown-negotiation): 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: 0 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/category/communities.md?capability=content-signals): 1 site. 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: 0 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: 0 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: 0 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/category/communities.md?capability=control-names): 1 site. Links and buttons in the collected homepage HTML have names recoverable from text, labels or native alternatives, including icon controls. - Named form fields: 0 sites. Observed homepage fields have recoverable names and recognizable input semantics. Submission behavior is not tested. - [Control roles and states](https://goodforbots.com/directory/category/communities.md?capability=control-semantics): 1 site. 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/category/communities.md?capability=canonical-url): 1 site. 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: 0 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. ## About Communities & Forums A forum answer rarely stands alone. It may depend on the original question, a correction further down the thread or the date of the software release being discussed. A reader who sees only the most quotable sentence can miss the part that makes it true. Useful public community pages preserve the relationship between questions, replies and updates. They give discussions stable addresses and make it clear which spaces are public. Private member areas have a different purpose; improving discovery should not require exposing conversations participants expected to remain within the group. Read the relevant thread before relying on a reply: the scan does not assess its accuracy or moderation. Restricted conversations remain outside our public web scan. ## What to look for Use these questions when reading the sites themselves. They are guidance for this category, not additional scoring checks. ### The question stays with the answer Replies need their surrounding context. A useful thread preserves the question and makes follow-ups or corrections reachable. ### Dates and thread structure A reader should be able to follow the conversation and distinguish a current reply from guidance written for an older situation. ### Public boundaries made explicit A community should explain what is public and what requires membership. A directory score is not a reason to expose restricted discussions. ### Stable discussion links Individual thread URLs and navigable archives let readers return to a source. Content available only inside a private chat is outside a public web scan. ## Frequently asked questions ### Do you read private groups or member messages? No. The scanner does not join groups, sign in or inspect private conversations. It works with permitted public web evidence. ### Does a score mean community answers are correct? No. Readability is separate from accuracy or consensus. Review the thread, its dates and any supporting sources before relying on an answer. ### Can a community keep some sections private? Yes. Public discovery pages and private member spaces can serve different purposes. Our report concerns only the evidence collected by the scan. Questions about scores, scans and listings in general are answered in [the FAQ](https://goodforbots.com/faq). ## Explore related categories - [Open Source Projects](https://goodforbots.com/directory/category/open-source.md) - [Education & Learning](https://goodforbots.com/directory/category/education.md) - [Directories & Aggregators](https://goodforbots.com/directory/category/directories.md) ## Structured data ```json { "@context": "https://schema.org", "@graph": [ { "@type": "CollectionPage", "@id": "https://goodforbots.com/directory/category/communities#webpage", "url": "https://goodforbots.com/directory/category/communities", "name": "Communities & Forums: AI visibility reports", "description": "Browse forums and community websites by AI visibility score. Check public crawler access and look for thread context, dates and clear membership boundaries.", "inLanguage": "en", "isPartOf": { "@id": "https://goodforbots.com/#website" }, "breadcrumb": { "@id": "https://goodforbots.com/directory/category/communities#breadcrumb" }, "mainEntity": { "@id": "https://goodforbots.com/directory/category/communities#items" } }, { "@type": "BreadcrumbList", "@id": "https://goodforbots.com/directory/category/communities#breadcrumb", "itemListElement": [ { "@type": "ListItem", "position": 1, "name": "Home", "item": "https://goodforbots.com/" }, { "@type": "ListItem", "position": 2, "name": "Directory", "item": "https://goodforbots.com/directory" }, { "@type": "ListItem", "position": 3, "name": "Communities & Forums", "item": "https://goodforbots.com/directory/category/communities" } ] }, { "@type": "ItemList", "@id": "https://goodforbots.com/directory/category/communities#items", "name": "Communities & Forums: AI visibility reports", "numberOfItems": 1, "itemListElement": [ { "@type": "ListItem", "position": 1, "name": "VibeCodingList", "url": "https://goodforbots.com/r/vibecodinglist.com" } ] }, { "@type": "FAQPage", "@id": "https://goodforbots.com/directory/category/communities#faq", "name": "Frequently asked questions about Communities & Forums", "isPartOf": { "@id": "https://goodforbots.com/directory/category/communities#webpage" }, "mainEntity": [ { "@type": "Question", "name": "Do you read private groups or member messages?", "acceptedAnswer": { "@type": "Answer", "text": "No. The scanner does not join groups, sign in or inspect private conversations. It works with permitted public web evidence." } }, { "@type": "Question", "name": "Does a score mean community answers are correct?", "acceptedAnswer": { "@type": "Answer", "text": "No. Readability is separate from accuracy or consensus. Review the thread, its dates and any supporting sources before relying on an answer." } }, { "@type": "Question", "name": "Can a community keep some sections private?", "acceptedAnswer": { "@type": "Answer", "text": "Yes. Public discovery pages and private member spaces can serve different purposes. Our report concerns only the evidence collected by the scan." } } ] }, { "@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" } } ] } ```