Launch guide ยท AI tools

The best launch platforms for AI tools in 2026

AI tools launch into the most crowded category on the internet. The platforms below are where AI products actually get discovered: dedicated AI directories that rank for task-based searches, general launch platforms, and communities where technical users decide what is worth trying.

Quick answer

The best places to launch an AI tool are Lifto (demo reels show the AI working, at most 10 launches a day), There's An AI For That, Futurepedia, Toolify and Future Tools (AI directories that rank for 'AI tool for X' searches), Product Hunt (where AI products make up a large share of launches), Hacker News Show HN for technical AI products, and Hugging Face Spaces if your product runs on a model people can try. Launch on a demo platform and a few directories in the same week.

10 places to launch an AI tool

  1. Lifto

    Video-first launch feed

    Best for: AI tools that are easier to show than describe

    • A demo reel shows real input and output, not just a landing page
    • At most 10 free launches a day, so yours isn't buried
    • Stays in the discovery feed, with a do-follow link to your site

  2. There's An AI For That

    Large directory of AI tools

    Best for: Being found by people searching for an AI tool for a task

    • Very large AI-tool audience
    • Organised by task

  3. Futurepedia

    AI tool directory with daily listings

    Best for: AI products aimed at non-technical buyers

    • High AI-buyer traffic
    • Category and use-case browsing

  4. Toolify

    AI tool aggregator

    Best for: Top-of-funnel search traffic

    • SEO-driven AI traffic
    • Detailed category pages

  5. Future Tools

    Curated AI tool directory

    Best for: AI tools that fit a clear, practical use case

    • Curated listings
    • Engaged AI-curious audience

  6. Product Hunt

    The largest daily launch community

    Best for: AI products with an audience ready for launch day

    • Huge early-adopter audience
    • AI is one of its busiest categories
    • Watch out: So busy that AI launches compete hard for featuring

  7. Hacker News (Show HN)

    Show & Tell on Hacker News

    Best for: Technical AI products: models, infrastructure, developer tools

    • Free and immediate
    • Feedback from very technical users
    • Watch out: Expects technical substance, not a thin wrapper

  8. Hugging Face Spaces

    Hosted demos for machine learning apps

    Best for: Products built on a model people can try in the browser

    • Live, try-it-now demo
    • ML-savvy audience browsing trending Spaces

  9. SaaSHub

    Software discovery and comparison

    Best for: AI SaaS competing with a known product

    • Ranks for 'X alternatives' searches
    • Free profile

  10. Reddit (r/SideProject)

    Subreddit for sharing side projects

    Best for: Early feedback from other makers

    • Free and immediate
    • Honest replies
    • Watch out: Most AI subreddits restrict self-promotion; read the rules

What makes an AI tool launch different

Show the output, not the promise. Visitors have seen hundreds of AI landing pages; a short demo of a real input turning into a real result is what makes yours stand out.

Lead with one job. AI directories are organised by task, and people search for 'AI tool for X'. Pick the one task you do best, list it in that category, and use the same wording in your tagline.

Be upfront about limits and pricing. Free trial, credits, which model it uses: saying so early saves you the sign-ups that churn on day one.

Launch on Lifto

Free to submit. At most 10 launches a day, each shown as a demo, and every approved product keeps a do-follow link to its site. Submit your product.

Frequently Asked Questions

Where should I launch an AI tool?
Use a mix: one demo-first launch platform such as Lifto, two or three AI directories such as There's An AI For That, Futurepedia and Toolify, Product Hunt if you have an audience for launch day, and Show HN if the product is technical.
Are AI tool directories worth it?
Usually, for search traffic over time: they rank for task-based searches that new sites can't win yet. Listing terms vary and many offer paid placement, so start with the free listings and see which ones send visitors.
Do AI directories give do-follow backlinks?
It varies by directory and changes over time. Check the rel attribute on your own listing: if it contains nofollow, ugc or sponsored, the link sends visitors but passes no SEO authority.