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PreVibe

Searches the live web on a SaaS idea and returns a 0-100 viability score with a go/no-go call and sourced findings.

From $5 onceActively maintained

PreVibe: data, price, alternatives
  • Is it safe? Run by Kometo Labs LLC. Its policy says it does not train on your data.See ↓
  • Is it free? From $5 once · pricing page, read Oct 26, 2026See ↓
  • What else does this? We have not measured alternatives for this one yet. If you know one, add it below.See ↓
At a glancechecked Oct 25, 2026

not read yet

Use

For
Lean SaaS founders validating a product idea before they build it
Price
From $5 oncepricing page, read Oct 26, 2026
Activity
Actively maintainedrelease 7 weeks ago · site updated 9 days ago
Company
Kometo Labs LLCprivacy policy
Used for
  • Get a pivot or no-go verdict on an idea
  • Review an opportunity map of 20 existing products
  • Generate brand name options with available domains
read off previbe.io on Oct 26, 2026
Worth knowingcomputed from what we read · each with its source
  • Has an MCP server (1 in the registry)public registry →
Pricingpricing page, read Oct 26, 2026
Your datawhat they publish, each line with its page · read Oct 26, 2026

“We configure these providers for zero data retention where that option is available, so that your idea and the generated report are not retained by them after your request is processed and are not used to train their AI models under those settings.”

privacy policy ↗

These are PreVibe's own statements, read from its pages. We did not audit them. A line that is missing was not found on the pages we read; it does not mean the practice is absent.

How a program reaches itfound, not claimed · read Oct 26, 2026
  • MCP serverio.previbe/previbeverified in the MCP registry
  • Stateanswers, requires sign-inchecked 2026-10-26
  • Address to connectprevibe.io/api/mcp
  • MCP docsprevibe.io/mcpthe vendor's page ↗

MCP server details →

This card as JSON, for your agent →

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.

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beta

Three tools from the Atlas for the job you describe, each with what fits and what does not.

From people who use itnot part of the reading

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Questions this page answers
  • What is PreVibe?

    Searches the live web on a SaaS idea and returns a 0-100 viability score with a go/no-go call and sourced findings.

  • Who is PreVibe for?

    Lean SaaS founders validating a product idea before they build it

  • How much does PreVibe cost?

    Paid plans start at $5 once, per PreVibe's pricing page on 2026-10-26.

  • Is PreVibe free?

    No. Its pricing page showed no free plan on 2026-10-26.

  • Do people use PreVibe?

    Little sign of use.

  • Is PreVibe still maintained?

    Actively maintained: release 7 weeks ago · site updated 9 days ago.

  • Who owns PreVibe?

    PreVibe is run by Kometo Labs LLC, per its privacy policy (2026-10-26).

  • Does PreVibe train AI on your data?

    No, per its privacy policy (2026-10-26): “We configure these providers for zero data retention where that option is available, so that your idea and the generated report are not retained by them after your request is processed and are not used to train their AI models under those settings.”

  • Is PreVibe safe?

    We do not audit vendors. What PreVibe publishes, read 2026-10-26: on training with your data, “We configure these providers for zero data retention where that option is available, so that your idea and the generated report are not retained by them after your request is processed and are not used to train their AI models under those settings.”.

  • Does PreVibe give refunds?

    In its own words (pricing page, 2026-10-26): “We offer refunds for unused credits within 14 days of purchase.”

How we read a tool

No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.

  • Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
  • Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
  • Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
  • The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.

How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.

How we read every tool → · By INITE Atlas Desk