LaunchAutopilot

Launch weekly, then get proof of whether ChatGPT, Perplexity and Gemini mention you.

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Screenshot of LaunchAutopilot, Launch weekly, then get proof of whether ChatGPT, Perplexity and Gemini mention you

What is LaunchAutopilot?

LaunchAutopilot is an analytics tool. A weekly launch directory that baselines and re-measures how often ChatGPT, Perplexity and Gemini mention a product after launch, using control questions to separate real change from category noise.

LaunchAutopilot is a weekly launch directory built around a single idea: a launch should produce evidence, not just a day of traffic. Before a product joins a cohort, the team asks ChatGPT, Perplexity and Gemini the kinds of questions real buyers type, and records a baseline rate of how often the product comes up. The product then launches alongside other startups in a curated, vote-ranked weekly cohort. Thirty days later the same frozen questions are asked again, checked against control questions in the same category, and the change in mention rate is published, good or bad. The tool is aimed at startups, indie makers and marketing teams who want to know whether being discussed in AI answer engines actually shifted after a launch, rather than guessing from vanity metrics. In practice, a maker joins the waitlist, gets a free check that covers thirty questions across the three engines along with the cited sources, and can later opt into a paid Launch Pass that reserves a specific launch week. A separate, clearly labelled sponsored position can sit above the ranked board, but it takes no part in the ranking itself and does not touch editorial review. What separates LaunchAutopilot from a typical launch board is its refusal to publish a single rank or score. Engines do not rank products, so the site reports a mention rate with a statistical range instead, and it subtracts any category wide drift measured through control questions. Every rejection from a cohort is listed with its reason on a public stats page. For teams used to directories that sell visibility outright, this measurement first approach positions LaunchAutopilot closer to an audit tool than a promotional listing, at the cost of the instant exposure other directories offer.

How do you use LaunchAutopilot?

  1. 1Join the waitlist
    Sign up with an email to be notified when the first weekly cohort opens; the site states this is the only message sent.
    LaunchAutopilot — Join the waitlist
  2. 2Understand the measurement rules
    Review how baseline, control questions and the no pay to rank policy work before committing a launch slot.
    LaunchAutopilot — Understand the measurement rules
  3. 3Get your baseline reading
    Once invited, the team asks ChatGPT, Perplexity and Gemini the questions buyers would type and records how often the product appears before launch.
  4. 4Launch in a weekly cohort
    The product launches alongside other startups in a curated, vote ranked weekly batch rather than appearing on a static, always open board.
  5. 5Review the free check results
    Check the thirty cross engine questions, the sources cited, and the baseline mention rate included in the free tier.
  6. 6Re-measure at thirty days
    The same frozen questions are run again a month later against control questions, and the change in mention rate is published either way.

Pros and cons

Pros

  • Publishes a mention rate with a statistical range instead of a fabricated AI rankingAI
  • Separates sponsored placement from organic ranking, with both clearly labelledAI
  • Uses control questions to subtract category wide noise from the measured resultAI
  • Lists every cohort rejection and its reason publicly on the stats pageAI
  • Free check includes thirty cross engine questions and the sources cited, with no paywall on that baselineAI

Cons

  • Still in a pre launch waitlist phase, so there is no published track record of results yetAI
  • No specific prices are listed on the homepage for the Launch Pass or featured sponsored spotAI
  • Coverage is limited to three AI engines, leaving out other assistants and traditional searchAI
  • Free check sample of thirty questions is explicitly called too small to support an overall scoreAI
  • No mention of an API or integrations with existing marketing or analytics stacksAI

How much does LaunchAutopilot cost?

Pricing

The homepage does not list specific prices. A free check (thirty questions across three engines) is available to all entrants, with an optional paid Launch Pass that selects a launch week and a separate labelled sponsored spot above the ranked board.

Learn more

Support

A contact page is provided for inquiries; the homepage does not mention live chat, phone support or a help center.

Learn more

Integrations

LaunchAutopilot queries ChatGPT, Perplexity and Gemini directly to measure mentions; the homepage does not list any third party integrations.

Features

Pre launch baseline of how often ChatGPT, Perplexity and Gemini mention a product, placement in a curated weekly launch cohort, a thirty day re-measurement against control questions, a published mention rate with range instead of a rank, and public rejection reasons.

Frequently asked questions about LaunchAutopilot

  • How much does LaunchAutopilot cost?
    The homepage does not list specific prices. A free check (thirty questions across three engines) is available to all entrants, with an optional paid Launch Pass that selects a launch week and a separate labelled sponsored spot above the ranked board.
  • How do you use LaunchAutopilot?
    The walkthrough on this page covers 6 steps: 1. Join the waitlist 2. Understand the measurement rules 3. Get your baseline reading 4. Launch in a weekly cohort 5. Review the free check results 6. Re-measure at thirty days.
  • What platforms does LaunchAutopilot support?
    LaunchAutopilot is available on Web App.
  • What does LaunchAutopilot integrate with?
    LaunchAutopilot queries ChatGPT, Perplexity and Gemini directly to measure mentions; the homepage does not list any third party integrations.
  • What are the limitations of LaunchAutopilot?
    Still in a pre launch waitlist phase, so there is no published track record of results yet. No specific prices are listed on the homepage for the Launch Pass or featured sponsored spot. Coverage is limited to three AI engines, leaving out other assistants and traditional search.

Status

StatusActive
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Added10/18/2026

Platforms

Web App

Pricing

FreemiumPaid

Creator

@vanshdevx

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