ShipFit - The decision engine for your next product

What is ShipFit?

You have an idea. Maybe it's been gnawing at you for weeks — a SaaS tool for dog groomers, a niche marketplace for vintage audio gear, a plugin that fixes something you deal with every single day at work. It feels good. It feels right.

But here's the uncomfortable truth: you're guessing.

Is it actually worth building? Who's really going to pay for it — and how much? What's the smallest version you could ship? You don't know. Nobody around you knows either. So you do what everyone does: you ask ChatGPT.

ChatGPT tells you your idea is brilliant. Of course it does. It's designed to please you. A landing page might seem smarter — but all it tells you is that someone clicked a button. Neither of those is real validation.

The cost of guesswork isn't abstract. It's weeks of building the wrong thing, months of chasing the wrong buyer, or thousands of dollars on a product nobody asked for. That's the brutal reality of shipping on gut feel.

ShipFit changes the game. It's an Idea-to-playbook engine that takes one vague idea and turns it into a product ready to build. It makes 9 decisions and produces 9 outputs — all backed by data, not gut feel. Each decision is forced, each result is contextual to your idea, your market, and your buyer. One idea in. One winning product out.

That's why ShipFit calls itself "The decision engine for your next product." Its tagline says it all: "Kill bad ideas fast. Make good ideas win."

And here's the part that surprises most people: validation starts at just $5, and the full playbook costs $10. No credit card required to start. That's cheaper than one bad decision — which, as any founder will tell you, can cost months.

Core Features That Protect You From Bad Bets

Most idea-validation tools are chat windows. They answer whatever you throw at them, in whatever order you happen to think of things. That's not a process — it's a conversation that ends wherever you let it.

ShipFit is different. It forces you through the 9 decisions in a fixed sequence, and here's the kicker: skipping one breaks the next. You can't jump to pricing before you know who's paying. You can't design a competitive angle before you understand what actually hurts your buyer. It's a decision engine, not a chatbot.

Let's walk through what each decision gives you — and the specific pain it solves.

"Is this worth building?" → Market Verdict. Before you spend a single hour building, ShipFit tells you whether to kill it, pivot, or proceed — backed by market data. The $5 question that saves you a week.

"Who actually pays?" → Your Buyer. Not a vague demographic. A named persona with willingness-to-pay, customer acquisition cost, and decision timeline. This is the person every feature decision should be anchored to.

"What really hurts?" → Pain Ranking. A prioritized list of your buyer's problems, ranked by severity and frequency. You'll know exactly what to fix first — and what to ignore.

"How do I win?" → Competitive Angle. Your positioning strategy against real competitors found in live market data. Not your assumptions about the market — the actual landscape.

"What's the right V1?" → MVP Scope. A scoped feature list with a timeline, packaged as Lean, Balanced, or Full. Notice that's not a two-year roadmap — it's the smallest thing you can ship to prove the idea.

"How should I charge?" → Pricing Architecture. Tiers, a competitive positioning map, and unit economics. Pricing decided by data, not by copying your favorite competitor.

"Will they actually pay?" → Demand Proof. A smoke test kit with landing page copy, traffic templates, and a conversion verdict. Real signals from real human beings.

"How do I launch?" → Launch Plan. Channel playbooks with copy templates, social posts, and email sequences. A launch strategy that exists before you need it.

"What do I export?" → Vibe Code Exports. Ready-to-use files for 7 AI coding environments — from .cursorrules for Cursor to CLAUDE.md for Claude Code. Copy. Paste. Build.

On top of all nine decisions, the ShipFit Verdict sharpens at every stage — you'll always know whether to ship, pivot, or kill. And The Roast gives you brutally honest feedback that won't let you skip the hard questions.

Real Data, Not AI Slop: How ShipFit Validates

Here's the uncomfortable truth about most AI validation tools: they make things up. You ask about "the competitive landscape" and they invent a competitor with a made-up pricing page. You ask about customer complaints and they paraphrase a blog post they half-remember. It feels authoritative and it's completely fabricated.

ShipFit refuses to do this. The company makes a hard commitment: every competitor has a real website. Every price has a source link. Every complaint comes from a real review platform. No hallucinated data. No AI slop dressed up as market research.

When ShipFit analyzes your market, it pulls from a specific, verifiable set of sources:

• Reddit — raw, unfiltered founder and user conversations

• G2 — verified software reviews

• Trustpilot — consumer feedback at scale

• App Store and Play Store — app-specific ratings and complaints

• Capterra — B2B software comparisons

Consider how this plays out in a real scenario. Imagine you're validating a helpdesk product. ShipFit's competitive analysis builds a comparison against actual competitors like Gorgias and Tidio, complete with evidence:

Then it shows you a source listing you can actually check:

Gorgias — $50/mo · Starter plan — gorgias.com — "Support tickets pile up during peak hours and the AI suggestions miss context." — trustpilot.com · 143 reviews

That's not a number pulled from thin air. That's a price with a URL, a complaint with a review count, and a ranking you can verify in two minutes. When ShipFit tells you the market is crowded or the pricing is broken, you can check for yourself.

Underneath all of this sits something even more valuable: 50 years of startup wisdom. ShipFit is guided by the thinking of Clayton Christensen, Rob Fitzpatrick, Ash Maurya, and 49 additional frameworks — each mapped to the right idea at the right stage. It's not an AI that gives you generic advice. It's an AI that applies the frameworks proven founders have used for decades, to your specific situation.

From Idea to Playbook: What ShipFit Exports

ShipFit doesn't just tell you whether an idea is good — it hands you everything you need to act on the answer. The journey from vague idea to buildable product happens in two stages, and each one leaves you with concrete, usable artifacts.

Stage one: the Taster pack. You bring an idea; ShipFit runs it through the decision engine and returns your Market Verdict, Buyer Profile, and Competitive Angle, plus a scoped MVP feature list. At this point you already know whether this idea deserves another hour of your time — let alone another week.

Imagine it working for you. The Market Verdict tells you to proceed with a pivot. Your Buyer Profile comes back as "Inez, a solo-bookkeeping firm owner who manages 40 clients, is willing to pay $49/month, and has a 30-day decision cycle." Your Competitive Angle shows you the gap: competitors are feature-heavy and expensive, while Inez wants something simple and flat-priced. And your MVP Scope lays out five features, tagged Lean, that you could build in about three weeks.

Stage two: the Starter pack. Upgrade and ShipFit completes the full playbook — Pricing Architecture, Demand Proof (with a smoke test kit including landing page copy and traffic templates), and a Launch Plan with channel playbooks, social posts, and email sequences. This is the difference between knowing an idea could work and knowing how to make it work.

Then comes the part that separates ShipFit from every other validation tool: Vibe Code Exports. ShipFit translates your validated playbook into tool-optimized files for 7 AI coding environments:

And if you work outside those tools, there's a Universal Prompt that works anywhere. Copy. Paste. Build.

Throughout this entire journey, the ShipFit Verdict sharpens at every stage — continuously telling you whether to ship, pivot, or kill. And The Roast keeps you honest with brutally direct feedback, refusing to let you gloss over the questions that actually decide whether your product lives or dies.

Pricing That Costs Less Than One Bad Decision

Let's put the price in perspective. How much does it cost to build the wrong product for a month? If you're a developer, that's 160 hours. If you're hiring, that's thousands of dollars. If you're paying with motivation, that's the kind of setback that makes good founders quit.

ShipFit's pricing is built around one idea: "Cheaper than one bad decision."

Money-back reality check: for the price of two coffees, the Taster Pack tells you whether your idea survives contact with real market data. If ShipFit says "kill it" — congratulations, you just avoided spending a week (or a month) building something nobody asked for. That's the best $5 ROI you'll find in the startup world.

The Taster Pack alone is enough to kill a bad idea before you waste a week of building. And if you want to validate multiple ideas or see the full playbook through to launch, the Starter Pack at $10 is the complete end-to-end experience.

Some general terms worth knowing: PAYG credits never expire — buy them once, use them whenever you're ready. And you can start with no credit card required. There's no barrier between you and knowing whether your idea is worth building.

Frequently Asked Questions