--- title: "Directories & Aggregators: AI visibility reports" description: "Browse directories and aggregators by AI visibility score. Review crawler access, listing descriptions and links that lead readers to the original source." url: "https://goodforbots.com/directory/category/directories" --- # Directories & Aggregators Browse directories and aggregators by AI visibility score. Review crawler access, listing descriptions and links that lead readers to the original source. [How websites are scored](https://goodforbots.com/standards#scoring) Search by name or domain: https://goodforbots.com/directory/category/directories.md?q={query}, at most 120 characters. 11 sites. Sorted by best score first. Also: [worst score first](https://goodforbots.com/directory/category/directories.md?sort=score-asc) · [site name, A–Z](https://goodforbots.com/directory/category/directories.md?sort=host). - [SaaS Cubes](https://goodforbots.com/r/saascubes.com): saascubes.com. Score 85 of 100, Good. [Directories & Aggregators](https://goodforbots.com/directory/category/directories.md). Curated SaaS directory offering permanent do-follow backlinks for listed products - [Mydentify](https://goodforbots.com/r/mydentify.com): mydentify.com. Score 74 of 100, Fair, 3 agent capabilities. [Directories & Aggregators](https://goodforbots.com/directory/category/directories.md). Weekly product leaderboard and directory for discovering indie software by job - [RankCert](https://goodforbots.com/r/rankcert.com): rankcert.com. Score 74 of 100, Fair. [Directories & Aggregators](https://goodforbots.com/directory/category/directories.md). Product launch board ranking items on verified domain control rather than upvotes - [StackLedge](https://goodforbots.com/r/stackledge.com): stackledge.com. Score 69 of 100, Fair. [Directories & Aggregators](https://goodforbots.com/directory/category/directories.md). Curated directory of automation, AI and SaaS tools - [TrendingDevTools](https://goodforbots.com/r/trendingdevtools.online): trendingdevtools.online. Score 69 of 100, Fair. [Directories & Aggregators](https://goodforbots.com/directory/category/directories.md). Curated directory of software, libraries, AI tools, and developer frameworks - [ShipBoost](https://goodforbots.com/r/shipboost.io): shipboost.io. Score 63 of 100, Fair. [Directories & Aggregators](https://goodforbots.com/directory/category/directories.md). Weekly launch boards and listings for bootstrapped SaaS founders - [bunny.directory](https://goodforbots.com/r/bunny.directory): bunny.directory. Score 57 of 100, Fair. [Directories & Aggregators](https://goodforbots.com/directory/category/directories.md). Startup launch directory with permanent pages and daily rankings - [OGList](https://goodforbots.com/r/oglist.org): oglist.org. Score 50 of 100, Fair. [Directories & Aggregators](https://goodforbots.com/directory/category/directories.md). Directory of nonprofits and government bodies working on human rights, transparency and the environment - [Top Proxy](https://goodforbots.com/r/top-proxy.com): top-proxy.com. Score 50 of 100, Fair. [Directories & Aggregators](https://goodforbots.com/directory/category/directories.md). Catalog and comparison platform for mobile, residential, and server proxies - [CloutStack](https://goodforbots.com/r/cloutstack.net): cloutstack.net. Score 42 of 100, Poor. [Directories & Aggregators](https://goodforbots.com/directory/category/directories.md). Directory of tools that creators use to make, grow and monetize their work - [TheSaaSDir](https://goodforbots.com/r/thesaasdir.com): thesaasdir.com. Score 30 of 100, Poor. [Directories & Aggregators](https://goodforbots.com/directory/category/directories.md). Curated directory of software and AI products with submission options “(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: 11 sites (this page) - 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](https://goodforbots.com/directory/category/communities.md): 1 site - 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](https://goodforbots.com/directory/category/directories.md?platform=nextjs): 7 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/directories.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](https://goodforbots.com/directory/category/directories.md?capability=a2a-agent-card): 1 site. 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/directories.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/directories.md?capability=llms-txt): 6 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/category/directories.md?capability=robots-txt): 11 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/category/directories.md?capability=sitemap): 11 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/category/directories.md?capability=llms-txt-quality): 5 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/category/directories.md?capability=llms-full-txt): 3 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: 0 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/category/directories.md?capability=ai-crawler-rules): 3 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/category/directories.md?capability=schema-org): 7 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/category/directories.md?capability=semantic-html): 7 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/category/directories.md?capability=crawlable-navigation): 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/category/directories.md?capability=control-names): 10 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/category/directories.md?capability=form-semantics): 6 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/directories.md?capability=control-semantics): 9 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/category/directories.md?capability=canonical-url): 9 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/category/directories.md?capability=section-links): 5 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 Directories & Aggregators A directory sits between a question and a source. It can help a reader find the right website, or add another layer of descriptions that all say the same thing. The useful version explains why an entry belongs, makes the original destination clear and lets readers narrow the collection without losing access to the listings. That is the standard we aim to meet ourselves. Categories should describe a real distinction, listing pages should contain specific information, and navigation should work through ordinary links. An assistant should be able to tell what the directory observed and what came from the listed site's own claims. A directory’s score applies only to its own website. Follow each listing to the original source for current features, terms and availability. ## What to look for Use these questions when reading the sites themselves. They are guidance for this category, not additional scoring checks. ### Specific listing descriptions Useful entries explain what differs between destinations. Repeating the same generic introduction across hundreds of pages gives a reader little to compare. ### Navigation beyond search Category links and reachable result pages provide a path through the collection. A search form alone can leave entries difficult to discover. ### An unmistakable source link The listing should identify the original site and make it easy to inspect. A directory summary is not a substitute for current provider information. ### Placement explained Readers should understand whether ordering reflects an observation, editorial selection or paid promotion. These are different reasons for an entry to appear first. ## Frequently asked questions ### Do you list other directories? Yes. Directories and aggregators are a site type in this catalogue and use the same readability rubric as other sites. ### Does a directory's score apply to its listings? No. Each report describes the scanned website. A directory cannot pass its score on to the external sites it links to. ### Can payment improve a Good for Bots score? No. The score is never for sale. Paid plans and placements do not add points, hide a score or change the scoring rubric. Questions about scores, scans and listings in general are answered in [the FAQ](https://goodforbots.com/faq). ## Explore related categories - [Marketplaces & Booking](https://goodforbots.com/directory/category/marketplaces.md) - [Research & Reference](https://goodforbots.com/directory/category/research-reference.md) - [Communities & Forums](https://goodforbots.com/directory/category/communities.md) ## Structured data ```json { "@context": "https://schema.org", "@graph": [ { "@type": "CollectionPage", "@id": "https://goodforbots.com/directory/category/directories#webpage", "url": "https://goodforbots.com/directory/category/directories", "name": "Directories & Aggregators: AI visibility reports", "description": "Browse directories and aggregators by AI visibility score. 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Paid plans and placements do not add points, hide a score or change the scoring rubric." } } ] }, { "@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" } } ] } ```