Launch guideAI products
How to launch an AI tool
AI tools launch into one of the most crowded categories on launch sites. What separates the ones people remember is proof: real inputs and outputs, a clear statement of what the model does and doesn't do, and a free try that doesn't burn your budget. The other difference is where people discover you: AI directories and AI answers themselves, so being quotable matters as much as ranking.
Updated · platform facts checked against the official docs linked below
At a glance
- Crowding
- Very high on launch boards; lead with a specific job
- Launch-day risk
- Inference costs and rate limits from free users
- Extra discovery
- AI tool directories and AI assistants' answers
Where people find AI tools
- AI tool directories: Lists like There's An AI For That and Futurepedia, plus niche ones. People browse them by task.
- Product Hunt: AI products are a crowded category on launch boards, so the tagline must name a specific job.
- LaunchRanked: Permanent page and followed link after review; no badge needed.
- X and LinkedIn: Short videos of real outputs spread better than feature lists.
- AI assistants: ChatGPT, Perplexity and Google's AI features cite pages that answer a question clearly. See what GEO is.
Assets to prepare
| Asset | Spec or guidance |
|---|---|
| Before/after examples | Five real inputs and the unedited outputs. Label anything you edited. |
| Demo video | Under 60 seconds, real speed, no cuts that hide wait time. |
| Limits page | What the tool is bad at, which model families it uses if you can say, and how data is handled. |
| Free-tier guardrails | Rate limits and a daily cap so a launch spike can't run up the bill. |
| Gallery images | At least two at 1270×760 for Product Hunt.[1] |
Store and listing rules
What the platform itself says, with a link to the page we checked.
- Product Hunt: tagline up to 60 characters; ask for feedback, not upvotes.[1]
- Mass-produced AI pages with little added value are named in Google's scaled content abuse policy. Your tool's own content must be reviewed, not just generated.[2]
- Show HN requires something people can try; a waitlist page doesn't qualify.[3]
A 4-week launch timeline
Week 1 · four weeks out
- Pick the one job the tool does best and write the tagline around it.
- Collect real examples from beta users, with permission.
- Set rate limits and a spending alert on your model provider.
Week 2 · three weeks out
- Record the demo at real speed.
- Write the limits and data-handling page.
- Create an llms.txt and check AI crawler access.
Week 3 · two weeks out
Week 4 · launch week
- Load test the free tier.
- Prepare a fallback message for when the model provider is slow or down.
- Brief beta users so they can share their real results on launch day.
Launch-day checklist
- Launch with an example output in the first gallery image, not a logo.
- Post the video thread with real outputs.
- Watch costs, latency and error rates every hour.
- Answer questions about models and data plainly; vague answers read as hiding something.
- Save the best user outputs (with permission) for your gallery and pages.
After launch: SEO steps
Launch boards reset; search pages don't. These steps keep people finding you after launch week.
- Write one page per task the tool does, with a real example of input and output.
- Publish comparison pages against the tools people mentioned on launch day.
- Allow the AI crawlers you want citing you; see AI crawlers.
- Answer the top questions in short, quotable paragraphs; that's what AI answers lift.
- Keep directory listings current when you ship big features.
Common mistakes
- A tagline like "AI-powered productivity" that could describe a thousand tools.
- Cherry-picked outputs that users can't reproduce.
- No spending cap on the free tier.
- Hiding what model or data practices you use when people ask directly.
Templates for this launch
- Launch thread for XA copy-paste launch thread for X: hook, problem, demo, how it works, proof, offer and ask, with a filled example and the 280-character rule.
- Directory listing descriptionWrite directory and launch-site listings once: a 60-character tagline, a 160-character short description and a long version, with a filled example.
- Maker commentA maker comment template for Product Hunt and other launch boards: who you are, why you built it, what's in it, pricing and a request for feedback.
- Landing page hero copyHero section copy for a product landing page: headline, subhead, call to action and proof line, with formulas, a filled example and what to avoid.
FAQ
How do I stand out when launching an AI tool?
Name one specific job in the tagline and show real, unedited outputs. Proof beats claims in a crowded category.
Are AI directories worth submitting to?
Yes, for the ones people actually browse by task. Check whether a listing is free or paid and whether paid links are marked sponsored.
How do I get my AI tool mentioned in ChatGPT or Perplexity?
Publish clear pages that answer specific questions, allow the crawlers you want, and get listed where those tools look. There's no submission form for AI answers.
How do I avoid a surprise bill on launch day?
Rate-limit the free tier, set a daily cap and alerts with your model provider, and have a fallback message ready.
Sources
- Product Hunt: Preparing for launch
- Google Search Central: Spam policies
- Hacker News: Show HN guidelines
Checked . Platforms change their rules; open the source before you rely on a number.
Related launch guides
- How to launch an AI agentLaunching an AI agent: prove it finishes real tasks, show its permissions and guardrails, publish to MCP and app directories, and plan a 4-week launch.
- How to launch a custom GPT or ChatGPT appPublishing a custom GPT or ChatGPT app: builder profile and verification, GPT Store vs app directory, review rules, and discovery outside ChatGPT.
- How to launch a SaaS productA SaaS launch plan: where buyers find new software, what to prepare, a 4-week timeline, launch-day checklist and the SEO work that keeps signups coming.
- How to launch a Chrome extensionChrome extension launch guide: Web Store image sizes, 132-character summary, review times, single-purpose rule, Edge Add-ons, and SEO beyond the store.