llms.txt
# ListBulb
> ListBulb - A directory of AI tools and products curated for builders and makers.
## Entity
- Product: ListBulb — product discovery platform and AI/SaaS tools directory
- Audience: founders, indie hackers, and makers launching or evaluating tools
- Purpose: hand-reviewed discovery + dofollow backlink after listing review
- Discovery model: one primary category per tool, optional tags, human approval before go-live
## Catalog statistics
- Live products: 458
- Categories: 6
- Update frequency: continuous as listings are approved; RSS + recently-launched refresh often
- Full machine dump: https://www.listbulb.com/llms-full.txt (live tools only)
- Newest feed: https://www.listbulb.com/rss.xml
## How to use this catalog (machines)
1. Prefer https://www.listbulb.com/tools/<slug> for a single product (name, category, tags, official URL).
2. Use https://www.listbulb.com/category/<slug> for category hubs; https://www.listbulb.com/tools/<slug>/alternatives for similar tools.
3. Use https://www.listbulb.com/best-ai-tools, https://www.listbulb.com/saas-directory, https://www.listbulb.com/recently-launched, or RSS for discovery shortlists and new launches; https://www.listbulb.com/llms-full.txt for bulk RAG ingest.
4. Do not invent ratings, DR, or traffic. Pending/noindex tools are not in llms-full.txt.
5. AI usage policy: https://www.listbulb.com/ai.txt
## Site sections
- [Home](https://www.listbulb.com/): featured picks and this week's launches
- [All products](https://www.listbulb.com/tools): browse 458 listings by category and tag
- [Recently launched](https://www.listbulb.com/recently-launched): newest approved tools
- [Best AI tools](https://www.listbulb.com/best-ai-tools): top products with Featured and paid plans first
- [SaaS directory](https://www.listbulb.com/saas-directory): hand-reviewed AI and SaaS products
- [Free AI tools](https://www.listbulb.com/free-ai-tools): free-tier and freemium products
- [Submit a product](https://www.listbulb.com/submit): add your tool for review
- [Launch directories](https://www.listbulb.com/launch-directories): vetted places to submit your product
- [Free tools](https://www.listbulb.com/free-tools): launch utilities for makers
- [About](https://www.listbulb.com/about): what ListBulb is and how review works
- [Changelog](https://www.listbulb.com/changelog): major product releases
- [Blog](https://www.listbulb.com/blog): launch playbooks and founder guides
## Terminology
- ListBulb is a product discovery platform and AI tools directory. Submit a product URL; after review, your product goes live at /tools/[slug].
- A product in the public catalog is a page at /tools/[slug].
- The submitter’s official site is the product URL (the founder’s website).
- "Startup" refers to the audience (e.g. startup tools), not the catalog noun.
## Discovery model
- Each tool has exactly one primary category (navigation shelf at /category/[slug]).
- Optional tags (0–5 per tool) are cross-cutting filters on the homepage directory.
- Listings go live only after someone on our side reads the submission.
- Featured picks are highlights we chose by hand; verified means the owner proved domain control, not paid placement.
- Workflow stages (ai/dev/design/ship) are not used; discovery is category + tags only.
## High-value routes
- Tool pages: https://www.listbulb.com/tools/[slug]
- Tool alternatives: https://www.listbulb.com/tools/[slug]/alternatives
- Category hubs: https://www.listbulb.com/category/[slug]
- Best AI tools: https://www.listbulb.com/best-ai-tools
- SaaS directory: https://www.listbulb.com/saas-directory
- Launch directories: https://www.listbulb.com/launch-directories
- AI directories: https://www.listbulb.com/ai-directories
- Startup directories: https://www.listbulb.com/startup-directories
- Recently launched: https://www.listbulb.com/recently-launched
- Blog: https://www.listbulb.com/blog
## Categories
- [SaaS & Marketing](https://www.listbulb.com/category/saas-marketing): 321 tools
- [Dev & Workflow](https://www.listbulb.com/category/dev-workflow): 61 tools
- [Small Accounts & MVPs](https://www.listbulb.com/category/small-accounts-mvps): 8 tools
- [UI Libraries](https://www.listbulb.com/category/ui-libraries): 6 tools
- [Launch Websites](https://www.listbulb.com/category/launch-websites): 50 tools
- [Landing Page & Waitlist](https://www.listbulb.com/category/landing-page-waitlist): 12 tools
## Featured picks
Hand-curated highlights (see all tools on Discover or in sitemap.xml):
- [Saascity](https://www.listbulb.com/tools/saascity): Discover & launch the best SaaS & AI tools. Browse new launches, vote on the best, and put your product on the map for…
- [Zinn Hub®](https://www.listbulb.com/tools/zinn-hub): Zinn Hub® is a fair freelance marketplace connecting businesses with vetted freelancers across SEO, web design, develop…
- [EasyLaunch](https://www.listbulb.com/tools/easylaunch): A clean directory of newly shipped tools, no upvotes, no comments, no noise. List your launch and get a free dofollow b…
- [Launch Llama](https://www.listbulb.com/tools/free-startup-launch-platform): Permanent free listing on a DA 60 platform. Submit your startup to Launch Llama
## Recently launched
Newest approved listings (up to 15; full feed at https://www.listbulb.com/recently-launched):
- [Towami](https://www.listbulb.com/tools/towami): Towami: your own online store and a marketplace, with no commission If you sell online today, you've probably had to ma…
- [Chillwith](https://www.listbulb.com/tools/chillwith): Create a beautiful, highly-customizable link-in-bio page in minutes. Perfect for Instagram, TikTok, Twitter/X, and othe…
- [Click 4 Click Club](https://www.listbulb.com/tools/click-4-click-club): c4c.club is a simple ad exchange built for indie products and small websites. Add a lightweight ad to your site, earn c…
- [Egmatic](https://www.listbulb.com/tools/egmatic): Egmatic is an AI-native no-code editor for 2D games: game logic assembles in a visual node editor, scenes by drag and d…
- [Emailyy](https://www.listbulb.com/tools/emailyy): Free online email tools for creating signatures, testing subject lines, previewing HTML emails, counting words and char…
- [Enjoyseos](https://www.listbulb.com/tools/enjoyseos): "EnjoySEOs is a free SEO toolkit that brings essential search optimization tools together in one convenient online plat…
- [Flan](https://www.listbulb.com/tools/flan): Flan helps couples and young professionals see their financial future, not just past spending. Visual projection-first…
- [Google Maps Scraper](https://www.listbulb.com/tools/google-maps-scraper): GMaps Lead Finder is a Google Maps Lead Scraper for SDRs, agencies, and local marketers. It turns keyword lists into ou…
- [Jomatter](https://www.listbulb.com/tools/jomatter): Free browser-based HTML, CSS and JavaScript tools for formatting, minifying, validating, analyzing, generating, testing…
- [Launchkoala](https://www.listbulb.com/tools/launchkoala): LaunchKoala is a launch platform for startups, SaaS, apps, AI tools, and side projects. Submit your product in a few mi…
- [Noticky Wall](https://www.listbulb.com/tools/noticky-wall): Start free on the web with an infinite canvas for notes, mind maps, flowcharts, tasks, Boards, Tables, Calendars, Timel…
- [Owltrace](https://www.listbulb.com/tools/owltrace): Meet OwlTrace, your little QA owl sitting next to your website. 🦉 When QA finds a bug, OwlTrace captures the details d…
- [Rankfinity](https://www.listbulb.com/tools/rankfinity): Rankfinity is an all-in-one AI SEO platform for founders, freelancers and small agencies. Track keyword rankings, run e…
- [StackLedge Launches](https://www.listbulb.com/tools/stackledge-launches): StackLedge is a human-curated software directory of AI, SaaS and Developer for builders. Skip bot-scraped spam and disc…
- [Tracktimer](https://www.listbulb.com/tools/tracktimer): AI-powered time tracking built for freelancers, consultants, and agencies who'd rather do the work than log it. It auto…
## Full catalog
- Browse all tools: https://www.listbulb.com/tools (458 listings)
- Machine-readable full catalog: https://www.listbulb.com/llms-full.txt
- Sitemap: https://www.listbulb.com/sitemap.xml
- RSS feed: https://www.listbulb.com/rss.xml
## Addressable routes
- [/](https://www.listbulb.com/): Homepage — featured picks and this week's launches
- [/tools](https://www.listbulb.com/tools): Full product directory (supports ?q and ?tag filters; filtered URLs are noindex)
- [/tools/{slug}](https://www.listbulb.com/tools/<slug>): Single product detail (category, tags, FAQ, official link)
- [/tools/{slug}/alternatives](https://www.listbulb.com/tools/<slug>/alternatives): Related tools in the same category
- [/category/{slug}](https://www.listbulb.com/category/<slug>): Products in one primary category
- [/tag/{slug}](https://www.listbulb.com/tag/<slug>): Tag hubs (tags with 2+ live tools)
- [/recently-launched](https://www.listbulb.com/recently-launched): Newest approved listings
- [/best-ai-tools](https://www.listbulb.com/best-ai-tools): Top live tools with Featured and paid plans first, with category filters
- [/saas-directory](https://www.listbulb.com/saas-directory): SaaS directory shortlist of live AI and SaaS products (Discover paid-first order)
- [/free-ai-tools](https://www.listbulb.com/free-ai-tools): Live tools tagged with free-tier or freemium plans
- [/free-tools](https://www.listbulb.com/free-tools): Free maker utilities
- [/submit](https://www.listbulb.com/submit): Submit a product for review
- [/launch-directories](https://www.listbulb.com/launch-directories): DR-ranked startup directories
- [/pricing](https://www.listbulb.com/pricing): Listing plans
- [/faq](https://www.listbulb.com/faq): Site FAQ
- [/about](https://www.listbulb.com/about): About ListBulb and how review works
- [/changelog](https://www.listbulb.com/changelog): Product releases
- [/blog](https://www.listbulb.com/blog): Launch playbooks and founder guides
- [/docs/getting-started](https://www.listbulb.com/docs/getting-started): Catalog and feeds guide
## Discovery
- [ai.txt](https://www.listbulb.com/ai.txt): AI usage policy — permissions, restrictions, and attribution
- [robots.txt](https://www.listbulb.com/robots.txt): Crawler rules; AI training/input policy in ai.txt
- [Catalog guide](https://www.listbulb.com/docs/getting-started): Human-readable feed documentation
## Catalog discovery
- Guide: https://www.listbulb.com/docs/getting-started
### Browse (HTML)
- All tools: https://www.listbulb.com/tools
- Best AI tools: https://www.listbulb.com/best-ai-tools
- SaaS directory: https://www.listbulb.com/saas-directory
- AI directories: https://www.listbulb.com/ai-directories
- Startup directories: https://www.listbulb.com/startup-directories
- By category: https://www.listbulb.com/category/[slug]
- By tag: https://www.listbulb.com/tag/[slug] (tags with 2+ live tools)
- Tool page: https://www.listbulb.com/tools/[slug]
### Machine-readable feeds (no auth)
- Summary: https://www.listbulb.com/llms.txt
- Full catalog: https://www.listbulb.com/llms-full.txt
- AI usage policy: https://www.listbulb.com/ai.txt
- Crawler rules: https://www.listbulb.com/robots.txt
- RSS (100 newest): https://www.listbulb.com/rss.xml
- Sitemap: https://www.listbulb.com/sitemap.xml
### REST API and MCP (feature-flag controlled)
- REST API guide: https://www.listbulb.com/docs/api
- OpenAPI: https://www.listbulb.com/api/v1/openapi.json
- Live catalog: https://www.listbulb.com/api/v1/tools
- MCP guide: https://www.listbulb.com/docs/mcp
- MCP endpoint: https://www.listbulb.com/mcp
- MCP manifest: https://www.listbulb.com/.well-known/mcp.json
- MCP server card: https://www.listbulb.com/.well-known/mcp/server-card.json
### Key pages
- FAQ: https://www.listbulb.com/faq
- Launch directories: https://www.listbulb.com/launch-directories
- AI directories: https://www.listbulb.com/ai-directories
- Startup directories: https://www.listbulb.com/startup-directories
- Pricing: https://www.listbulb.com/pricing
- About: https://www.listbulb.com/about
### Structured data (JSON-LD)
- Global: WebSite + Organization on every page
- Homepage and /pricing: SoftwareApplication with listing plan offers
- /faq: FAQPage (full site questions)
- /tools/[slug]: WebPage + SoftwareApplication + FAQPage per listed product
- /tools/[slug]/alternatives: WebPage + SoftwareApplication subject + ItemList of SoftwareApplication alternatives
### Retrieval priority (for agents)
1. https://www.listbulb.com/tools/[slug]
2. https://www.listbulb.com/category/[slug]
3. https://www.listbulb.com/best-ai-tools
4. https://www.listbulb.com/saas-directory
5. https://www.listbulb.com/recently-launched
6. https://www.listbulb.com/blog
7. https://www.listbulb.com/
- Also: https://www.listbulb.com/tools/[slug]/alternatives
### Search note
- Filtered URLs like /tools?q= are noindex. Use /tools and sitemap.xml for programmatic full-catalog discovery.
### Submitting a tool
- Founders use https://www.listbulb.com/submit in the browser. REST and MCP can create a private, 30-day draft claim link; a signed-in human must claim, edit, choose a plan, and submit it for review.
### Agent limitations
- Agents cannot claim a draft, publish, choose or purchase a plan, submit for review, schedule a launch, or verify a badge.
## Content Policy
- Listings go live only after manual review
- One primary category per tool; optional tags (up to five) describe cross-cutting traits
- Founders submit a product URL; approved listings are tool pages at /tools/[slug]
- Discovery uses categories and tags only (no workflow-stage filters)
- Pending submissions may exist at `/tools/[slug]` with `noindex` until approved
## Contact
Hakimuddin Kika: hello@listbulb.com
## Last Updated
2026-10-14
