What it is
FocusedPreuve AI
Focused: validation depth + verifiable proof
→ One job done deeply, not six done at the surface.
IdeaProof
All-in-one: validation + plan + brand + logo + ads
IdeaProof review (2026)
IdeaProof tries everything. Masters none.
IdeaProof tries to validate ideas, then piles on brand, logo, and ad tools, citing barely any sources. Preuve AI does one job: it scans 60+ live sources and ties every claim to its origin.
Side by side
Feature comparison at a glance
Verdict
Preuve AI wins 10 of 11 validation steps.
IdeaProof cites a handful of sources. Preuve links every claim to one of 60+.
01Scope & focus1 rows
02How they get the data3 rows
Live data vs trained data, the upstream problem.
Data source
LivePreuve AI
60+ live sources (Crunchbase, Trends, Reddit, PH, G2)
→ You see what the market looks like today, not a model best guess.
IdeaProof
2025 models (GPT-5, Claude Sonnet 4.5, Grok 4), 28 links in its sample report
Source links
VerifiablePreuve AI
Every claim links to its origin
→ Every number is a clickable URL you can verify yourself.
IdeaProof
A few inline citations, most claims unlinked
Competitor data
Real-timePreuve AI
Live data with funding, pricing, traction
→ Real competitors with real rounds, not a list invented by a model.
IdeaProof
Generated teardown, sources not linked per claim
03What you get out5 rows
Sourced numbers, repeatable verdict, structured report.
Market sizing
SourcedPreuve AI
Bottom-up TAM/SAM/SOM with sources
→ A TAM you can defend, because every input has a link behind it.
IdeaProof
Included, methodology unclear
Scoring
HonestPreuve AI
6 frameworks, median 54, every input linked to verify
→ Pass rate 17.5%. A score has to mean something.
IdeaProof
Claims "89% accuracy" from 12-month stats, no cohort or sample size given
Consistency
ReproduciblePreuve AI
Verified across multiple runs, auto-reruns on disagreement
→ Re-run the same idea, get the same verdict.
IdeaProof
Multi-model, but no published consistency check
Pivot recommendations
ActionablePreuve AI
3 ranked pivots with score impact, effort and evidence. Run any one as a new full report: 75.2% of re-scored versions went up.
→ When the verdict is "no," you still walk away with directions worth testing.
IdeaProof
4 one-line Pivot Examples, no score impact or effort estimate
Report format
StructuredPreuve AI
21-section interactive dashboard + shareable link + AI export
→ Share a dashboard, export your report as AI context, not a 20-page PDF.
IdeaProof
6-section report + PDF export
04Access & cost2 rows
One-time pay vs subscription, and who it is for.
Cost
TransparentPreuve AI
$59 one-time per report
→ No credits to decode, no math to work backward, simple & clear.
IdeaProof
Credit packs (EUR 19.99-99.99); a full journey runs 640 credits at its pricing-page rates
Best for
Preuve AI
Validating with sourced evidence
IdeaProof
Bundled validation + branding workflow
Pricing checked manuallyFeature pages reviewedVerifiability checked
The core difference
The fundamental difference: where does the data come from?
Preuve AI
Live source scanning
- 10 agents across 7 model families search 60+ sources in parallel
- Cross-validation runs against live data, not against other models
- Competitors found on Crunchbase with real funding data
- Demand signals pulled from Reddit, forums, and review sites
- Every data point links back to its source
- Click any claim to verify it yourself
IdeaProof
LLM-generated analysis
- Multi-model LLM analysis with only a handful of sources cited
- Competitor teardown generated, sources not linked per claim
- Claims "89% accuracy" from a 12-month survival stat, without cohort dates or sample size
- Methodology page says "60+ sources", the homepage says 50+
- A few inline citations; most claims have no clickable source
- Looks thorough, but most numbers have no traceable source
The real test
Does the tool ever say no?
A validator that tells every founder their idea is great is not validating anything, just flattering them.
Preuve AI · 6,000+ ideas
54
median score
6 scoring frameworks against 60+ live sources. Only 17.5% of ideas earn a go verdict. If your idea scores well, it earned it.
0go zone →100
IdeaProof and similar tools
AI-generated analysis with no live data to disagree with. High scores feel good but don't mean much.
0everyone passes100
A low score points to specific problems, most of them fixable. The gap between a 48 and a 72 is usually 2-3 things you can address.
Fair assessment
What IdeaProof does well
IdeaProof has strengths worth acknowledging.
All-in-one breadth
One place for validation, market analysis, a business plan, brand strategy, an AI logo, and ad creatives. If you want a bundle, the bundle is real.
Brand and ad assets
Generates a logo, visual identity, and ad creatives for Meta, Google, and TikTok at the Builder and Founder packs. Useful if you need early branding fast.
One-time, no subscription
Pricing is one-time credit packs (EUR 19.99 to 99.99) with no recurring monthly bill. Its pricing page says credits never expire; its Terms say they expire 12 months after purchase.
What Preuve AI does differently
Live source scanning
60+ sources searched in real-time, not from training data. Crunchbase, Google Trends, Reddit, Product Hunt, G2, and more.
Verifiable claims
Click any data point to see its source. No trust required. Every competitor, funding round, and demand signal links back to where we found it.
Honest scoring
We tell founders when their idea needs work. Only 17.5% of ideas earn a go verdict. Six scoring frameworks run against live data, so the score reflects what the market says, not what sounds good.
Investor-ready deliverables
$499 package with pitch deck, investment memo, 18-month financial model, and competitive teardown. Built for due diligence, not just brainstorming.
Interactive dashboard
Shareable link with 21 interactive sections. Filter competitors, drill into market data, and share specific sections with co-founders or investors.
Competitor intelligence
Real competitors with real funding data, real pricing, and real traction. Not a list of names from an LLM's training data.
Business Plan PDF
Defendable 4-6 page Business Plan PDF, bank-ready. Auto-filled from your analysis, share with your cofounder or team in one click.
Claims vs receipts
Same script. Different receipts.
IdeaProof now says what we say, live sources, multiple models, re-runs you can trigger again. Copying the line is easy. Backing it is the part that does not fit in a screenshot.
ClaimsWhat IdeaProof advertisesWhat we actually found
Sources
Their homepage says 50+. Their sample report links 28 pages.
Accuracy
A 12-month survival stat. Which cohort, what counts as survival, how many ideas: not stated.
Social proof
0 reviews on Trustpilot, G2, and Capterra, checked 24 September 2026.
Scale
Read 24 September 2026; the counter has moved since. Their methodology page said 27,000+. Their pricing page said 10,000+ founders. Same product, same week.
Free tier
Accurate at 40 credits, but 10 short of one Market Analysis.
Lock-in
Their Terms say 12 months. Their own Preuve-vs-IdeaProof page says both.
Refunds
"All sales are final" on the same page. Their Terms refund a pack only if not one credit was used. Preuve reports carry a 14-day satisfaction guarantee.
Anyone can copy the words. We will show you the links: every claim in a Preuve report ties back to one of 60+ live sources.
Verify everything
Fact-checking IdeaProof's marketing claims
Method missing
"12-month survival tracking"
Our finding
IdeaProof publishes this on its research methodology page: 89% of ideas scoring 75+ are "still operating" after 12 months. The page does not say which ideas were tracked (their validation dates), how "still operating" was checked, or how many ideas the 89% covers. Those three facts are what would let anyone check the number. The same page says 67% of the ideas it rates highly go on to earn $10,000 a month. It never asks you what you earn. It also says it publishes an accuracy report every three months. There is none. Checked 10 August 2026 at ideaproof.io/research-methodology.
Contradicted
"Real-time data · 60+ authoritative sources"
Our finding
Their site markets "real-time data", their methodology page says "60+ authoritative sources" and their homepage says 50+. Their public sample report links 28 outside pages, mostly Reddit threads and competitor sites (checked 24 September 2026). A Preuve report cites 40+ distinct domains, median 70 clickable links. An unlinked number is not one you can verify.
No method
"$2.3M+ raised · 156+ launches · 67% better pitches"
Our finding
Their homepage cites "$2.3M+ in funding raised," "156+ successful business launches," and a "67% improvement in pitch success rates." None of these come with a sample size, time window, or attribution showing the tool caused the outcome. Round numbers without a method behind them are marketing copy.
Contradicted
"10,000+ verified entrepreneurs"
Our finding
IdeaProof went from "2,800+ founders" on Product Hunt (28 January 2026) to "10,000+ verified entrepreneurs" today. On 10 August 2026 we checked third-party review platforms: 0 reviews on Trustpilot, 0 on G2, 0 on Capterra, and 3 on Product Hunt, each from a single-review account. A 10,000+ count with zero third-party reviews behind it is not social proof, it is highly suspicious. Their homepage now shows an even bigger number. See the next card for where it comes from.
Check the links
"Join 110,524+ founders who validated first"
Our finding
That line was on their homepage, and a few lines down, "110,524+ Ideas Validated" (read 24 September 2026; the counter has moved since). Both numbers came from one piece of their code, useValidationCount, which calls a database function named get_public_validation_count and refreshes each time a row is added to their idea_analysis table. So the "founders" figure counts analyses, not people. Elsewhere the same homepage says "10,000+ verified entrepreneurs".
The rating markup in that page's code, the part search engines read, gives the same product 4.8 from 10,000 ratings and 850 reviews, and also 4.8 from 365 ratings and 287 reviews. Both pairs were already there on 11 May 2026 (Wayback copy). The same markup gives 17 free tools rating counts of their own, several in steps of exactly 11: 134, 145, 156, 167, 178, 189. It holds 34 review entries under 27 distinct names, among them "Raj Patel, VC Partner, Sequoia India". Their public G2 page showed 0 / 5, with 0 reviews, on 10 August 2026. Every link above is theirs or an archive of theirs. We are not asking you to take our word for it, that is the entire point.
Same test on us, because it would be cheap not to run it. Preuve has 16 reviews: 9 on Trustpilot, 4 on TheresAnAIForThat, 1 on Product Hunt and 2 sent to us directly. Of those, 3 are verified purchases. Each one is named, with its platform, on our reviews page. Count them.
Two scores
"3.4 / 5 · reviewed by IdeaProof editorial"
Our finding
IdeaProof publishes two different ratings of Preuve AI, on two of its own pages, both live on 10 August 2026. On their roundup of 8 validators we score 4.6, ranked second and labelled "Best for Evidence-Based Validation". On the page written to rank against our name, the same editorial team scores us 3.4. Their own score does not move between the two: 4.9 on both. A validation tool sells one thing, that a score means something. This one moved 1.2 points depending on which page it sat on.
The real math
What does one report actually cost?
IdeaProof prices in credits, and the credits hide the real cost. Its pricing page puts a validation at 40 credits, but the analysis founders actually want, Market Analysis, at 50, and it gates the Business Plan (100), Brand Strategy (50), Visual Identity (150) and Marketing Suite (250) behind it. One idea taken end to end runs 640 credits. The free tier is 40 credits, which their pricing page describes as one full validation, and which falls 10 short of unlocking a single Market Analysis. On its own, the "EUR 19.99" Starter pack (150 credits) covers a validation, a Market Analysis and a Brand Strategy (140 credits), then stops before the Business Plan (100). With Preuve AI there is no math: $59 for the full report, or run the free scan first.
Our verdict on IdeaProof
2/ 5
IdeaProof, reviewed by Preuve AI, checked 10 August 2026 and rechecked 24 September 2026. The product ships a lot. What pulls the score to 2 is the evidence behind its own claims, every item above verifiable from its own pages. Scale 1 to 5. We are the competitor here, so check the links rather than the number.
Verdict in one minute
Who should use which tool
IdeaProof stretches across validation, branding, logos, and ad creatives. That breadth is the pitch, but a tool doing six jobs rarely goes as deep on any one as a tool built for a single decision. It works best when bundled brand assets matter more than proof. Preuve AI is the better call once you need validation that holds up when a real decision rides on it.
Pricing, founder feedback, and where Preuve falls short are in the Preuve AI review.
Best for most founders
Choose Preuve AI if
- You need evidence-backed validation with source links
- You want honest scoring that tells you when to pivot
- If investor-ready deliverables matter, Preuve is the right call
- You want to verify every claim in your report with one click
→ Most founders start here
Choose IdeaProof if
- You want brand identity and visual assets included
- You prefer credit-based pricing in EUR
- You want marketing copy and ad concepts generated
- Source verification isn't critical for your use case
→ Best for branding-first teams
The challenge
The Proof Test
Run the same idea through both tools. Click the links in our report. Then try clicking the claims in theirs.
Test your idea free→Join 234+ entrepreneurs who upgraded
FAQ
Common questions about Preuve AI vs IdeaProof
Is IdeaProof legit?
IdeaProof is a real product: you can sign up, use 40 free credits (one validation) and buy credit packs from €19.99 to €99.99. What does not hold up is its social proof. Its homepage line "Join 110,524+ founders who validated first" came from the same counter as its "110,524+ Ideas Validated" (read 24 September 2026; the counter has moved since), and that counter counts analyses, not people. Its rating markup gives the same product 4.8 from 10,000 ratings and 4.8 from 365 ratings, both already in an 11 May 2026 archive copy. No third-party reviews back any of it: 0 on Trustpilot, G2 and Capterra. Reviews checked 24 September 2026, pricing 9 October 2026. So the product is real, and its numbers need checking before you trust them.
Is IdeaProof accurate?
IdeaProof advertises "89% prediction accuracy" next to "10,000+ founders". It does publish a research methodology page, so the number is not unexplained. The problem is what that page leaves out. It says 89% of ideas scoring 75+ are "still operating" after 12 months, but not which cohort was tracked (the validation dates), how "still operating" was checked, or how many ideas the figure covers. Without those three, nobody outside IdeaProof can check the 89%. It says 67% of high-scoring ideas go on to earn $10,000 a month, a revenue figure it never collects. It says it publishes an accuracy report every three months. There is none. Checked 10 August 2026. Preuve AI claims no accuracy number at all: every data point links to its source, so you check it yourself.
Which tool gives real market data?
Preuve AI pulls from 60+ live sources (Crunchbase, Google Trends, Reddit, Product Hunt, G2) and links every claim to its origin. IdeaProof runs a multi-model setup and links some sources: its public sample report links 28 outside pages, mostly Reddit threads and competitor sites (checked 24 September 2026). Before a funding decision depends on the numbers, check which claims carry a link.
Can I try both tools for free?
Yes. Preuve AI offers a free viability scan (score + risks + 2 competitor previews). IdeaProof gives 40 free credits, which its pricing page describes as one full validation. The deeper Market Analysis (50 credits) sits just past the free tier. Try both and compare the outputs.
What is the best startup validation tool in 2026?
It depends on what you need. If you want a verdict where every claim links to the page it came from, Preuve AI is built for that. If you want brand identity and marketing assets bundled with validation, IdeaProof covers that at higher tiers.
Does IdeaProof offer investor packages?
As of July 2026, IdeaProof's paid tiers generate an investor-ready business plan with financial projections, and a 10-slide investor deck is available as a credit add-on, both AI-generated. What it does not sell is a done-for-you package. Preuve AI's $499 Investor Package is founder-built and reviewed from your own report: pitch deck, investment memo, 18-month financial model, and competitive teardown.
IdeaProof features based on ideaproof.io as of September 2026, pricing as of October 2026. Features and pricing may have changed. All trademarks belong to their respective owners.