Vibeos is an AI-powered go-to-market platform for founders. It validates startup ideas using a 7-dimension scoring framework powered by Claude Sonnet, GPT-4o, and Perplexity — producing a Root Cause Report, competitor analysis, and 90-day execution playbook.

How does Vibeos validate startup ideas?

Vibeos analyzes ideas across 7 dimensions: pain evidence, distribution path, unit economics, product vs feature, timing, specific buyer, and primary kill risk. Each is scored 0 to 15. Scores are cross-validated by GPT-4o and adjusted only when models diverge by 3 or more points.

Is Vibeos free to use?

Yes. The Root Cause Report — including 7-dimension score, competitor analysis, market positioning, and white space — is free. The GTM Gameplan (ICPs, channels, path to first dollar) is a one-time $29 unlock per analysis.

Vibeos — Your Vibecoding Business Partner

You build it.
We take it
to market.

The vibe coding wave made building effortless. The gap it left behind is business. Vibeos closes that gap — from prototype to first paying customer.

Instagram

TikTok

Gmail

Facebook

Hunter.io

vibe-os.co/ideaanalyzer

✓ Analysis Complete

Vibeos

Vibe-coding partner

Module 1 · GTM Gameplan

◇ Marketing Roadmap

☰ Playbook

◷ History

◎ View Progress

Module 2 · PMF Partner

⊕ PMF Partner

▦ DM Automation

Module 3 · Growth Engine

◈ Social Ad Generator

⚙ Settings

↩ Sign Out

VIBEOS

What are you building?

Describe your app, prototype, or idea...
What problem does it solve? Who is it for?

Try an example

AI coding tutor for beginners

Marketplace for freelance designers

Subscription box for dog owners

Build your Marketing Roadmap →

Free root cause report in ~30 seconds

Past Analyses

ai that makes fruits animations

A micro-niche already served by existing tools with no defensible moat whatsoever.

🔗

AI scheduling assistant for sales teams

Strong pain signal — distribution path is the core risk to fix.

🔗

· THE PROBLEM

Building is easy now.
Getting paid is the hard part.

You shipped fast. You have a working prototype. And now you're stuck at zero users. Every other tool helps you plan your business. Nobody helps you get paid.

ChatGPT

No memory of your business context

Notion

Static docs, no AI, no action

Hootsuite

Posts, but no strategy layer

Coaching

$300/hr, 30 min/week, no continuity

Spreadsheets

Manual tracking, always outdated

Canva + Ads

No brand context, generic output

Vibeos replaces your entire stack — with one AI partner that takes you from idea to first paying customer.

HOW IT WORKS

From idea to first dollar in 4 steps.

Enter Your Idea

Describe in plain English — no deck needed

Describe your startup

B2B SaaS

AI-powered

SMB Market

AI Cross-Validates

3 models check 7 market dimensions in 60s

Claude Sonnet

GPT-4o

Perplexity

Initializing…

Get Your GTM Score

Root cause report + 90-day action plan

/100

Pain Evidence

13/15

Distribution

7/15

Unit Econ.

11/15

Timing

12/15

Launch & Grow

AI finds prospects, writes emails, tracks replies

Jessica Lee

VP Sales · Retool

✉ Sent

Marcus Kim

Head of Growth · Linear

↻ Day 3

Sarah Chen

CTO · Vercel

Draft →

Open Rate

Reply Rate

Meetings

CAPABILITIES

What Vibeos does for you

Five AI-powered modules working together — from idea validation to paid customers.

Choose a module

vibe-os.co/ideaanalyzer

Analysis complete · 58s

Overall Score

78/100

Verdict

Strong Idea · Fix Distribution

SMB pivot unlocks faster growth path

Pain Evidence

13/15

Distribution Path

7/15

Unit Economics

11/15

Timing

12/15

Specific Buyer

10/15

90-Day Action Plan

Week 1–2

✓Validate 5 customer interviews

✓Map SMB buyer journey

✓Set up CRM + outreach stack

Week 3–4

✓Launch cold outbound sequence

✓A/B test 3 subject lines

✓Target 50% open rate

Month 2

✓Close first 3 paid customers

✓Collect case study + NPS

Month 3

✓Scale to 200 outreach/week

✓Hire first SDR or AE

25 prospects found · Hunter.io

Jessica Lee

VP Sales · Retool · 320 employees

✉ Sent

Marcus Kim

Head of Growth · Linear · 85 employees

Sarah Chen

CTO · Vercel · 190 employees

AI-Written Outreach · Day 0

Subject: Quick question about your scheduling workflow, Jessica

Hi Jessica, I noticed Retool is scaling its sales team — most VPs I talk to lose 3–4 hours a week to scheduling...

Ad Copy Generated

Instagram

TikTok

📸

Stop guessing. Know if your idea has legs.

Vibecoding a new product? Get an honest market score in 60 seconds — backed by 3 AI models. No fluff. No agency.

#vibecoding #startups #gtm

AI Co-pilot · Active Thread

Hey! Saw your app on Twitter — looks really cool 🔥

Thanks! Are you working on anything in the scheduling space?

Yeah actually, we're struggling with booking demos at scale

✦ AI Suggested Reply

"That's exactly the problem we solve — mind if I show you how we've helped 3 similar teams cut demo scheduling time by 80%?"

THE SOLUTION

Two modules. One journey. Total clarity.

See exactly what Vibeos does — every module, live.

— Idea Analyzer

Score your idea across
7 market dimensions

vibe-os.co/ideaanalyzer

Score

78/100

Top Risk

Distribution Path

Pain Evidence

13/15

Distribution

7/15

Unit Economics

11/15

Timing

12/15

— PMF Partner

AI finds prospects &
writes the emails

vibe-os.co/pmfpartner

25 prospects · Hunter.io

Jessica Lee

VP Sales · Retool

✉ Sent

Marcus Kim

Head of Growth · Linear

Draft

Sarah Chen

CTO · Vercel

Draft

✦ AI Writing Email...

Subject: Quick question, Jessica

Hi Jessica, I noticed Retool is scaling

— DM Automation

AI co-pilot for every
Instagram conversation

vibe-os.co/dmautomation

Hey! Love the app 🔥 Are you taking on clients?

Thanks! What's your main pain point right now?

Booking demos — we lose leads in the follow-up

✦ AI Suggested Reply

"That's exactly what we solve — mind if I show you a quick demo this week?"

Use This ↗

— Social Ad Generator

AI-written ads for
every platform

vibe-os.co/adgenerator

📸 Instagram

💼 LinkedIn

🎵 TikTok

📸

Stop guessing. Know if your idea has legs.

Vibecoding a new product? Get an honest market score in 60 seconds.

#vibecoding #startups

WHY VIBEOS

What makes this impossible to copy.

Adversarial by Design

LLMs are sycophantic by default. Our framework is engineered to break your idea before the market does.

Pain Validated

82%

Risk Score

47%

Timing

91%

Outside-In Analysis

Starts from real Reddit pain signals, real G2 reviews, real job postings — before your assumptions enter.

G2 Reviews

Job Boards

Perplexity

Apollo

✦ 4 live searches · external evidence only

Live Web Research

Four targeted searches run automatically. External evidence you didn't know to look for.

Searching Reddit for pain signals…

✓

Scanning G2 competitor reviews…

✓

Analyzing job board demand…

…

Validating market size estimates…

–

The Artifact, Not the Chat

A scored report with a shareable link. Documents are decisions.

vibe-os.co/shared?id=xk92p

AI scheduling assistant · 78/100

🔗 Copy Link

Views

Shared

Convos

PRICING

Start free. Get paid. Scale.

No credit card for the free tier. Cancel Module 2 anytime after 3 months.

Module 1

Business Landscape

$0 / forever

Free forever

Business Launch Score
Market positioning
Competitor landscape
White space analysis
Shareable report link

Ready to build something real?

Join founders who turned their vibe-coded prototype into a paying business. Free tier. No credit card. Start in 30 seconds.

You build it.We take itto market.

Ready to build something real?

You build it.
We take it
to market.