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ListBulb

ListBulb - A directory of AI tools and products curated for builders and makers.

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Authority
51 reach 6 · trust 5 · quality 25 · freshness 15
Tier
listed
llms.txt
https://listbulb.com/llms.txt
llms-full.txt
https://listbulb.com/llms-full.txt
Sections
17
Links
59
Size
13813 bytes
Popularity rank
#758088
Country
— Publisher location unknown; CDN address excluded
Country evidence
No published address evidence collected yet
Categories
AI and machine learning
For agents
Documentation: developer or product docs worth reading, nothing to call
First seen
2026-10-25T17:57:41.305Z
Last checked
2026-10-26T00:53:02.810Z
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Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-26T00:53:00.114Z. Cached copy · Source on listbulb.com

# 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: 476
- 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 476 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 homepag
…

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