--- 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=marketing&q={query}, at most 120 characters. 12 sites, filtered by tag Marketing ([remove](https://goodforbots.com/directory.md)). Sorted by best score first. Also: [worst score first](https://goodforbots.com/directory.md?tag=marketing&sort=score-asc) · [site name, A–Z](https://goodforbots.com/directory.md?tag=marketing&sort=host). - [Mantis Ai](https://goodforbots.com/r/mantisai.in): mantisai.in. Score 78 of 100, Good. [SaaS & Web Apps](https://goodforbots.com/directory/category/saas.md?tag=marketing). Local lead intelligence and website gap detection for agencies and sales teams - [Pic2VideoAI](https://goodforbots.com/r/pic2videoai.com): pic2videoai.com. Score 78 of 100, Good. [AI Products & Agents](https://goodforbots.com/directory/category/ai-products.md?tag=marketing). Browser-based image-to-video tool to turn still photos into animated clips - [NextFeed](https://goodforbots.com/r/nx-feed.com): nx-feed.com. Score 76 of 100, Good. [SaaS & Web Apps](https://goodforbots.com/directory/category/saas.md?tag=marketing). Product feed management software that finds errors before channels reject them - [Peak Answer](https://goodforbots.com/r/peakanswer.com): peakanswer.com. Score 69 of 100, Fair. [AI Products & Agents](https://goodforbots.com/directory/category/ai-products.md?tag=marketing). Tracks AI search visibility, finds competitor gaps, and closes them with automated content and outreach - [ATracker](https://goodforbots.com/r/atracker.io): atracker.io. Score 67 of 100, Fair. [Developer Tools & APIs](https://goodforbots.com/directory/category/developer-tools.md?tag=marketing). Self-hosted affiliate and media buying tracker for campaigns and reports - [angles.video](https://goodforbots.com/r/angles.video): angles.video. Score 66 of 100, Fair. [SaaS & Web Apps](https://goodforbots.com/directory/category/saas.md?tag=marketing). Turn product pages and screen recordings into editable launch videos with scripts and captions - [Youfiliate](https://goodforbots.com/r/youfiliate.com): youfiliate.com. Score 66 of 100, Fair. [SaaS & Web Apps](https://goodforbots.com/directory/category/saas.md?tag=marketing). Smart affiliate links with geo-targeting and deep linking for YouTube creators - [EmailFig](https://goodforbots.com/r/emailfig.com): emailfig.com. Score 64 of 100, Fair. [SaaS & Web Apps](https://goodforbots.com/directory/category/saas.md?tag=marketing). Email marketing platform with campaigns, automations, and scalable pricing - [LazyRelay](https://goodforbots.com/r/lazyrelay.com): lazyrelay.com. Score 64 of 100, Fair. [SaaS & Web Apps](https://goodforbots.com/directory/category/saas.md?tag=marketing). Schedule social posts across 17 platforms with Proof-of-Publish verification - [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?tag=marketing). AI mortgage CRM with email marketing and lead follow-up tools for brokers - [Distribute Now Online](https://goodforbots.com/r/distributenow.online): distributenow.online. Score 43 of 100, Poor. [SaaS & Web Apps](https://goodforbots.com/directory/category/saas.md?tag=marketing). Answer distribution service for brands to gain mentions in customer questions - [Growth Bounties](https://goodforbots.com/r/growthbounties.com): growthbounties.com. Score 35 of 100, Poor. [Marketplaces & Booking](https://goodforbots.com/directory/category/marketplaces.md?tag=marketing). Marketplace for independently verified Ahrefs Domain Rating growth outcomes “(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: 12 sites (this page) - Software & Tools - [Developer Tools & APIs](https://goodforbots.com/directory/category/developer-tools.md?tag=marketing): 1 site - [SaaS & Web Apps](https://goodforbots.com/directory/category/saas.md?tag=marketing): 8 sites - [AI Products & Agents](https://goodforbots.com/directory/category/ai-products.md?tag=marketing): 2 sites - Content & Knowledge - Blogs & Newsletters: 0 sites - Education & Learning: 0 sites - Research & Reference: 0 sites - Directories & Aggregators: 0 sites - Commerce & Services - E-commerce Stores: 0 sites - [Marketplaces & Booking](https://goodforbots.com/directory/category/marketplaces.md?tag=marketing): 1 site - Local Businesses & Services: 0 sites - 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: 0 sites - [Next.js](https://goodforbots.com/directory.md?platform=nextjs&tag=marketing): 5 sites - Nuxt: 0 sites - SvelteKit: 0 sites - [WordPress](https://goodforbots.com/directory.md?platform=wordpress&tag=marketing): 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=marketing): 8 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=marketing): 12 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=marketing): 12 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=marketing): 6 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&tag=marketing): 4 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.md?capability=ai-crawler-rules&tag=marketing): 6 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=marketing): 9 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=marketing): 4 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=marketing): 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=marketing): 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.md?capability=form-semantics&tag=marketing): 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.md?capability=control-semantics&tag=marketing): 11 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=marketing): 11 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=marketing): 9 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": 12, "itemListElement": [ { "@type": "ListItem", "position": 1, "name": "Mantis Ai", "url": "https://goodforbots.com/r/mantisai.in" }, { "@type": "ListItem", "position": 2, "name": "Pic2VideoAI", "url": "https://goodforbots.com/r/pic2videoai.com" }, { "@type": "ListItem", "position": 3, "name": "NextFeed", "url": "https://goodforbots.com/r/nx-feed.com" }, { "@type": "ListItem", "position": 4, "name": "Peak Answer", "url": "https://goodforbots.com/r/peakanswer.com" }, { "@type": "ListItem", "position": 5, "name": "ATracker", "url": "https://goodforbots.com/r/atracker.io" }, { "@type": "ListItem", "position": 6, "name": "angles.video", "url": "https://goodforbots.com/r/angles.video" }, { "@type": "ListItem", "position": 7, "name": "Youfiliate", "url": "https://goodforbots.com/r/youfiliate.com" }, { "@type": "ListItem", "position": 8, "name": "EmailFig", "url": "https://goodforbots.com/r/emailfig.com" }, { "@type": "ListItem", "position": 9, "name": "LazyRelay", "url": "https://goodforbots.com/r/lazyrelay.com" }, { "@type": "ListItem", "position": 10, "name": "Broker Relay", "url": "https://goodforbots.com/r/brokerrelaycrm.com" }, { "@type": "ListItem", "position": 11, "name": "Distribute Now Online", "url": "https://goodforbots.com/r/distributenow.online" }, { "@type": "ListItem", "position": 12, "name": "Growth Bounties", "url": "https://goodforbots.com/r/growthbounties.com" } ] }, { "@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" } } ] } ```