ShipFit vs IdeaProof

ShipFit vs IdeaProof: a score isn't a build plan (2026)

IdeaProof scores your idea in 120 seconds and bundles brand assets, AI ads and landing pages. ShipFit forces 9 sequential decisions with live G2 / Trustpilot / Reddit signal, Van Westendorp pricing and exports to 7 coding tools. A score is an opinion. A playbook is a plan.

What makes ShipFit different.

ChatGPT doesn't force the decisions that matter. It tells you your idea is great and moves on. A landing page tells you someone clicked. Neither is validation. Is there a market? Who's the buyer? What should you charge? What's the MVP? How do you launch? These are the decisions that determine whether your product lives or dies. ShipFit makes you answer all nine, in order. Each one builds on the last. Skip one, the next one breaks.

See the full 9-step playbook

Decision Engine

It's not a chat. It's a process. 9 decisions, fixed sequence, no skipping. Every answer is contextual to your idea, your market, and your buyer.

shipfit.ai/recipe
The Recipe
9 steps from idea to launch
1
Validate the market
Worth Building?
2
Know your buyer
Who Pays?
3
Rank the pain
What Hurts?
4
Pick your angle
How to Win?
5
Scope ruthlessly
What's V1?
6
Price with data
How to Charge?
7
Prove demand
Will They Pay?
8
Plan the launch
How to Launch?
9
Export and build
What to Export?

Skip a step? We've seen how that movie ends.

Proven frameworks

The decisions are guided by 50 years of startup wisdom. Christensen, Fitzpatrick, Vohra, Helmer + 49 more frameworks, mapped to the right idea and stage.

shipfit.ai/frameworks
Frameworks Library
55 frameworks, mapped to 9 stages

The Mom Test

Q3

Rob Fitzpatrick

Validation question methodology — real interviews, not theater

Jobs-to-be-Done

Q2-Q4

Clayton Christensen

Functional, social, and emotional jobs your product fulfills

7 Powers

Q4

Hamilton Helmer

Strategic moats: Scale, Network, Counter-positioning, Switching, Brand, Cornered Resource, Process

Van Westendorp PSM

Q6

Feature-weighted price sensitivity analysis without guessing

Blue Ocean Strategy

Q4

Kim & Mauborgne

ERRC framework: Eliminate, Reduce, Raise, Create

Fake Door Testing

Q7

Pre-build behavioral validation with landing pages and apology modals

+ 49 more: TAM/SAM/SOM Analysis, Porter's Five Forces, Market Timing Analysis, Unit Economics (LTV/CAC)...

Real data, not AI slop

Every competitor has a real website. Every price has a source link. Every complaint comes from Trustpilot, G2, or App Store reviews.

Reddit
Reddit
G2
G2
Trustpilot
Trustpilot
App Store
App Store
Play Store
Play Store
Capterra
Capterra
Contextual Analyses
AI-Powered Processing
shipfit.ai/worth-building
Market evidence
Real sources, not hallucinated

The competition

How they fail their users

FeatureGorgiasTidioYou
TrustScore 2.5/5 on Trustpilot (143 reviews)
Interface overwhelming for non-power users
Pricing scales painfully with ticket volume

Gorgias

$50/mo · Starter plan

gorgias.com

“Support tickets pile up during peak hours and the AI suggestions miss context.”

trustpilot.com · 143 reviews

ShipFit

Strengths
  • Forced 9-stage sequential decision sequence with Ship / Pivot / Kill verdicts. No skipping. Each stage builds on the last
  • Live competitor data from search APIs at run time. Every competitor has a real URL, every price has a source link
  • Real customer complaints sourced from G2 / Trustpilot / Reddit / App Store reviews, not generated text
  • MVP scope with Lean / Balanced / Full packages, feature prioritisation and a build timeline
  • Van Westendorp pricing methodology applied by name, with competitive positioning map and tier recommendations
  • Behavioural validation with landing page copy, traffic templates and conversion tracking checklist
  • Channel-specific launch playbook matched to your buyer, with copy templates and success metrics
  • Exports to Cursor, Claude Code, Lovable, Replit, Windsurf, v0 and Gemini with tool-optimised prompts
  • 55 named frameworks attributed (Christensen, Fitzpatrick, Vohra, Helmer, Van Westendorp, JTBD) applied at the right stage
Tradeoffs
  • 20 minutes for the full sequence, not 120 seconds. If you only want a fast confidence number, this isn't it
  • No brand-asset or AI ad generation. Logos, colour palettes and ad creative aren't part of the playbook

IdeaProof

Strengths
  • Fast. 120 seconds from idea to a 0-100 viability score
  • Broad output bundle. Score, SWOT, brand archetype, logo, AI ads, landing pages and email sequences in one place
Tradeoffs
  • One-shot report, not a forced sequential decision process. No Ship / Pivot / Kill verdict on individual stages
  • Frameworks not attributed. No Christensen, Fitzpatrick, Vohra, Helmer or Van Westendorp by name
  • 89% accuracy claimed against 10,000+ user follow-ups, but no published methodology document
  • No exports to AI coding tools. PDF and brand-asset output only, no Cursor / Claude Code / Lovable handoff
  • No live G2 / Trustpilot / Reddit complaint mining. Customer signal is generated from inputs, not pulled from real reviews
  • No Lean / Balanced / Full MVP packaging. MVP roadmap is generic, not scope-tiered
  • Pricing strategy generated, but Van Westendorp methodology and competitive pricing positioning not named

A score is a number. A playbook is a plan.

IdeaProof’s pitch is fast. A 120-second viability score, a SWOT, target audience and a marketing bundle: brand archetype, logo, colour palette, AI-generated ads, landing pages and email sequences. The output is broad. It is also a one-shot. You type, you wait, the system produces the whole bundle.

ShipFit is shaped the other way. 9 forced decisions, in order. Each one builds on the last. You can’t skip ahead. You walk out with a named buyer, real competitor URLs, a Van Westendorp pricing tier, a Lean / Balanced / Full MVP scope, a channel-specific launch playbook and exports for seven AI coding tools.

The IdeaProof score and the ShipFit playbook are different end states. The score answers “should I think about this for longer?” The playbook answers “what should I build, for whom, at what price, and how?“

9 decisions IdeaProof doesn’t force

IdeaProof produces its outputs in parallel from one prompt. ShipFit’s 9 stages run sequentially because each one depends on the last.

StageWhat ShipFit produces
1. Worth Building?Market verdict with real competitor URLs, real prices, real complaints. Ship / Pivot / Kill
2. Who Pays?Named buyer personas with willingness-to-pay, CAC and decision timeline
3. What Hurts?Pain points ranked by severity and frequency from real review data
4. How to Win?Side-by-side competitive positioning with real pricing and feature gaps
5. What’s V1?Lean / Balanced / Full MVP packages with prioritisation and build timeline
6. How to Charge?Pricing architecture with Van Westendorp methodology and tier recommendations
7. Will They Pay?Landing page copy, traffic templates, conversion tracking checklist
8. How to Launch?Channel playbook with copy templates and success metrics
9. What to Export?Cursor, Claude Code, Lovable, Replit, Windsurf, v0 and Gemini configs

You can’t price before you’ve defined the buyer. You can’t scope the MVP before you’ve ranked the pain. That ordering is the product.

What you get. ShipFit vs IdeaProof

CapabilityShipFitIdeaProof
Forced 9-stage sequential decision process
Ship / Pivot / Kill verdict on every stage
Live competitor URLs from search APIs at run time
Customer signal mined from G2 / Trustpilot / Reddit / App Store
Lean / Balanced / Full MVP packages with prioritisation
Van Westendorp pricing methodology named
Behavioural validation with traffic templates + tracking checklist
Channel-specific launch playbook with success metrics
Exports to Cursor, Claude Code, Lovable, Replit, Windsurf, v0, Gemini
55 frameworks attributed by author (Christensen, Fitzpatrick, Vohra, Helmer)
24% Kill rate against live data thresholds
Source link on every claim
Reproducible: same idea, same data, same verdict

The bottom line

IdeaProof gives you a score in 120 seconds plus a marketing kit. ShipFit gives you the nine decisions and the coding-tool handoff that come between “this might work” and “this is shipping next week”.

Both have free entry. Both cost about the same to go deeper. Only ShipFit replaces the “what do I actually build, for whom, at what price” gap with a forced sequence and an export prompt.

If you’re past the score-curiosity stage and want a build plan, start with ShipFit.

Frequently asked questions

Is ShipFit better than IdeaProof?
Better at the build plan. IdeaProof produces a fast 120-second score plus a marketing bundle (logo, AI ads, landing pages). ShipFit produces a 9-stage build plan with Van Westendorp pricing, Lean / Balanced / Full MVP packages, channel-specific launch and exports to seven coding tools. If you want the marketing kit, IdeaProof is shaped for it. If you want a forced decision sequence and a coding-tool handoff, ShipFit is shaped for it.
What does ShipFit do that IdeaProof doesn't?
Eight things. Forced 9-stage sequential decisions. Ship / Pivot / Kill verdict on every stage. Live G2 / Trustpilot / Reddit complaint mining. Van Westendorp pricing methodology named. Lean / Balanced / Full MVP packages with prioritisation. Frameworks attributed by author. Exports to Cursor, Claude Code, Lovable, Replit, Windsurf, v0 and Gemini. Source link on every claim.
Is IdeaProof's 89% accuracy claim real?
The site claims 89% accuracy verified through follow-up studies with 10,000+ users. The methodology document is not published or linked. The number is asserted, not transparently sourced. ShipFit publishes its data sources (Tavily, Serper at run time; G2, Trustpilot, Reddit, App Store on the consumer side) so claims are auditable.
Can I use ShipFit instead of IdeaProof?
Yes, for the decision and build side. Start with ShipFit's Quick Take at $5 for a verdict against live data. The full 9-stage playbook at $10 covers everything IdeaProof produces on the decision side, plus eight categories IdeaProof doesn't (sequential decisions, Van Westendorp, Lean / Balanced / Full MVP, coding-tool exports, etc). For brand assets and AI ads, IdeaProof's bundle is the better-shaped product.
Related on ShipFit

Keep exploring

Master guide
Validate your business idea

The 9-step playbook from market verdict to ship-ready spec.

Framework
The Mom Test

The Mom Test is Rob Fitzpatrick's framework for customer interviews that generate real signal. Not praise. Three rules, applied step-by-step, with examples.

Framework
Van Westendorp Price Sensitivity Meter

The Van Westendorp framework uses 4 questions to surface a defensible price range. Here's how to run it, interpret the results, and avoid the usual mistakes.

Guide
Market Research

Most founder market research is a TAM slide that nobody believes. The numbers that actually matter are smaller, harder to defend, and tell you whether the market exists for the ten-customer version of your business.

Guide
Idea Validation

Most founders confuse idea validation with idea-receiving-encouragement. The two have nothing in common. Here's what real validation looks like, and the four methods that actually produce it.

Calculator
CAC / LTV ratio calculator

Does each customer make you money? Or cost you money?

Q&A
How do you validate a business idea?

Run nine framework-backed decisions in order before writing code: define the buyer, prove the pain is painful, name the winning angle, scope V1 to the smallest test of the hypothesis, get behavioral evidence (paid pre-orders, signed letters of intent, or credit cards on file from a Fake Door Test), then ship. Most failed startups skipped at least three of those nine. Plan to spend two to four weeks on this. It saves six to nine months of building the wrong thing.

For founders
indie hackers

For indie hackers who've wasted months on dead ideas. ShipFit forces 9 decisions before you write a line of code. Proven frameworks, exports to Cursor.

Comparison
Buildpad

If you want a conversation partner, Buildpad. If you want to stop researching and ship, ShipFit. Both solve different problems for different founders. Don't pick on hype.

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