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Cited market reports for consultants. Client-ready in 5 minutes.

Competitors, demand, funding, risk, across 60+ live sources. Every number traces to a source your client can click.

$0 for 3 days · 2 projects · Cancel anytime

FounderKTMichalGaliléeJay
5-star reviews on Trustpilot
Client-ready validation report: 96/100 readiness score, verdict, and 15 sourced sections
Your logo, your brand
Client-ready in 5 minutes

SOURCED DATA ONLY — IF WE CAN'T VERIFY IT, WE DON'T SHOW IT

CrunchbaseG2PitchBookSEC EDGARGoogle TrendsStatistaCB Insights
CrunchbaseG2PitchBookSEC EDGARGoogle TrendsStatistaCB Insights

Preuve AI for Consultants

Preuve AI for Consultants is a white-label startup validation tool. Consultants and advisors use it to produce client-ready validation reports under their own brand: each report includes a sourced market analysis, competitor breakdown, TAM/SAM/SOM market sizing, and a readiness score, generated in 5 minutes with every key claim linked to its source. Reports are delivered as white-label share links with per-section visibility controls. Agencies use it to pre-qualify startup leads before the discovery call, accelerators and incubators for first-pass application screening, and VCs to score inbound deal flow. Pricing starts with 2 free client projects, then the Consultant plan at $99 per month for 5 client projects with white-label branding, Discreet mode, and client share controls included. Extra projects are $19 each, and custom volume plans start at $499 per month.

“I was never satisfied with the output from Claude. With Preuve.ai I get a 360° scan of the idea in no time at all, and I use these scans to advise founders.”
Lothar · Startup ConsultantVerified on Trustpilot

Inside every report

Nothing invented. All of it cited.

Deep Competitor Intel

Scan complete

Every competitor mapped with live pricing, funding rounds, user counts, and weaknesses, plus the market gaps your client can exploit.

preuve — scan3m 42s
$ preuve analyze "AI user-research tool"15 competitors found COMPETITOR PRICING FUNDING USERS Maze $99/mo $60M 60K+ brands Figma $16/seat IPO 13M+ MAU Notion $10/seat $343M 100M+ Dovetail $30/seat $63M 3K+ teams +11 more mapped…→ strength: praised for ease of use (G2)→ weakness: no SMB tier below $99/mo→ live intel: Maze hiring in SF + NY→ live intel: Notion careers page open→ gap detected: SMB research, usage-based pricing✓ 15 competitors mapped in 3m 42s

Up to 15 competitors per report

Live Sources

60+sources

Pain points and demand signals from Reddit and X, market data from SEC and Crunchbase, all cited.

Reddit“I’d pay for this tomorrow…”
X2.4K demand signals
TechCrunchSeries B in your space
SEC EDGARS-1 filings parsed
Crunchbase$60M raised by Maze
Combinator3 competitors in S26 batch
Product Hunt4 launches this quarter
G21-star reviews = your gap
App Storeunmet needs in app reviews
Statista$4.2B market by 2028
LinkedInhiring signals at rivals
Indie Hackersrevenue benchmarks
Trustpilotsupport complaints mined

How it works

From client idea to branded deliverable in 5 minutes.

Paste the client's idea. Nothing to install.

Run scans from your dashboard. Competitors, demand, market size, funding context, done in 5 minutes. Every key claim is source-linked.

See a real preview of the dashboard
Team Command Center
New Ideas
0
Avg Score
0
Ready
0
FounderBusiness IdeaViability Score
LR
Lena Rostova
AI logistics assistant
Automating freight quotes
78
MD
Marcus Davis
B2B payroll API
Legacy bank integrations
64

Your logo on top. You choose what the client sees.

Client share controls let you toggle sections before you send: keep the competitor map and market sizing, hold back the sensitive parts.

G
GrowthStudioClient view settings
Competitor landscapeVisible
Market sizing (TAM/SAM/SOM)Visible
Go-to-market planVisible
Internal notes & sensitive dataVisible
Discreet mode onPreuve branding hidden

Send one link. The report is the deliverable.

See a white-label sample report

ChatGPT cites. It doesn't verify.

ChatGPTnothing behind it
Market size for on-demand healthcare staffing?

The US healthcare staffing market is estimated at $25 to $30 billion, driven by persistent nursing shortages. The per-diem segment is growing strongly and presents an attractive opportunity.

No source, no date, no scale.
Preuve aianswered in your report

The source travels with the number

$28.7B✓ VerifiedStatista · 2025 ↗

“…US healthcare staffing totaled $28.7 billion in 2025…”

up from $24.1B in 2023, so “growing strongly” has a number

The same rubric on every engagement

72this report41another clientone 0-100 scale, so two client projects actually compare

Evidence is what they pay you for

Research by hand

3 hrs / client

Dig through Crunchbase, G2, Reddit and reports, then hope your gut read holds up in front of the client.

Advice backed by opinion, not proofHours billed to desk research, not strategy
Research with Preuve

5 min / client

A source-verified viability score in hand before the kickoff call, every claim linked to where it came from.

Every recommendation backed by a sourceBill for judgment, not Googling

Do the math

What's your research time worth?

10
120 min
$150
Recovered every month$3,00020 hours of research, back on your calendar
Net of a $99 Consultant plan plus 5 extra projects at $19 (=$194), you keep $2,806 in recovered time, every month.Get those hours back · Start for $0

The data says not yet. You don't have to.

A low score isn't a lost client. They get a report with specific pivot suggestions. Your "not yet" becomes their roadmap, and your next engagement.

Not a filter. A pipeline.

Every report includes pivot recommendations based on competitive gaps and market data.

Also included

Put the same engine on your site

An optional white-label intake form captures ideas from your own website: your logo, your colors, one code snippet. Every submission is spam-filtered and lands in your dashboard already scored.

More on the embeddable form
G
GrowthAgency.co

Get your idea reviewed

Describe it once. We analyze it against real market data, then reach out.

Real competitorsSourced dataViability score

Better reports. Better advice.

A sourced market report turns a raw client idea into a sharper, better-prepared engagement.

I was never satisfied with the output from Claude. With Preuve.ai I get a 360° scan of the idea in no time at all, and I use these scans to advise founders.

LotharStartup ConsultantTrustpilot

I do not regret any cent spent. Much different from ChatGPT or Claude. I keep coming back to my report.

MichalFounderTrustpilot

The data are on point and the recommendations are accurate. I even discovered a copycat of my idea that launched weeks ago!

GaliléeFounderTrustpilot

I tried a lot of market search and validation tools. This is the best in its category.

Younes B.A.Independent ConsultantProduct Hunt

First tool that gives a comprehensive analysis of an idea - competitors, coaching, pivot recommendations, MRR estimator. Something that takes hours manually with an LLM.

Michel J.FounderTrustpilot

My everyday tool for ideation. Clearly beats the others. It helps you think deeper and see angles you would otherwise miss.

PramimaFounderTrustpilot

Helped me structure my fundraising materials. The investor panel responded strongly.

Kapriel T.Founder at STEFDirect message

Confirmed key hypotheses and gave me actionable input for my post-MVP roadmap.

JacobFounder at BasinCheckTwitter DM

Game changer. Fast, reliable feedback. Skip friends-and-family bias and get real market insights in minutes.

ElijahSystems ArchitectTwitter DM
189+founders & teams served7,500+project submissions analyzed5★reviews on Trustpilot

Simple pricing

You bill the hours. We do the research.

Pay as you go

Single client

White-label workspace, pay per client

$49once

First project included · then $39 a project

No subscriptionWhite-label
Activate$49onceWorkspace + first project
Then$39/ projectOnly when a client shows up
  • All workspace features
  • Your logo, no Preuve badge
  • Commercial license included
  • Nothing expires, no monthly fee
  • Upgrade to a plan anytime

Two clients a month? Consultant is cheaper.

Starts today · No trial · No card on file

Early partner pricing

Consultant

Your white-label validation back-office

$99/mo

or $990/yr · 2 months free

White-labelClient sharesIntake scanner
  • 5 client projects included each month
  • Reports source-linked across 60+ live sources
  • Pivot coach: weak ideas become a second report
  • Full data export (Markdown/JSON) included
  • Client share controls: pick what clients see
  • White-label: your logo, no Preuve badge
  • Commercial license: deliver under your brand
  • Intake scanner on your site + full dashboard
  • Extra projects available as top-ups

Less than one billable hour a project.

Start Consultant for $0

$0 for 3 days · card on file · then $99/mo

Program

For accelerators, programs & portfolios running validation at volume

$499/mo

Billed monthly

30 projectsAPIOnboarding
  • All workspace features
  • 30 client projects a month
  • Enterprise API
  • Dedicated onboarding
  • Extra projects available as top-ups

One wasted cohort review costs more.

Start Program for $0

Same trial · converts to $499/mo

Subscriptions start with proof before payment: 2 client projects free over 3 days, card on file, $0 today. Pay as you go starts today, no card on file.

Questions teams ask before signing up

From live external sources, not model memory. For each report, Preuve AI pulls competitor, demand, and market signals from sources like Crunchbase, G2, Capterra, Google Trends, SEC EDGAR, public pricing pages, and community discussions like Reddit. Key claims are cross-checked during the analysis window and only included when they can be tied back to an auditable source. If we cannot verify a claim, it stays out of the report.

A white-label link to the full report: competitors, demand signals, market sizing, risks, and a readiness score, with your branding on top. Before you send it, you pick exactly which sections the client sees. Most consultants walk the client through the report on a call, then leave the link with them. No deck to rebuild, no copy-paste.

Yes, fully. The intake form on your site carries your logo and colors, Discreet mode removes Preuve branding entirely, and client share controls add your branding to shared report links plus let you pick exactly which sections each client sees. All of it is included in the Consultant plan.

A chat answer is a starting point you still have to fact-check. This is an agentic pipeline: autonomous AI agents search the live web in parallel, pull real competitor, funding, demand, and market-size data, filter out junk sources, and feed verified facts to a reasoning model that scores every idea against the same 0-100 rubric. Claims that cannot be sourced are excluded. The result is a deliverable you can defend in front of a client, with every key claim linked to where it came from.

Every key claim links back to an auditable source. The readiness score comes from sourced market data, not model opinion, so when a client asks "why this number?" you can point to the evidence. If a claim cannot be verified, it stays out of the report.

A roadmap, not a rejection. Every report includes pivot recommendations based on competitive gaps and demand data. A low score becomes your next engagement: here is why it is early, and here is what would make it work.

We built the system to minimize hallucinations. Every key data point must be tied to a source. If we cannot source it, it does not appear in the report you hand to a client.

The Consultant plan is 5 client projects a month, about $20 each. That is less than one billable hour, and each report replaces the 5-10 hours of manual research an engagement usually eats. Busy month? Extra projects are $19 each, no plan change. The trial is free, 2 client projects. You only pay when the math works.

You get 2 free client projects over 3 days. A card is required but you are not charged during the trial. When you start the trial you choose Consultant ($99/mo or $990/yr) or Program ($499/mo or $5,988/yr); on day 3 the account converts to that plan. Cancel anytime before day 3 to avoid a charge, straight from your billing page.

Yes, that is the Pay as you go option: $49 once activates your white-label workspace with the first client project included, then $39 a project whenever a client shows up. Same reports, same client share controls, no monthly fee and nothing expires. It is opening soon: leave your email on the pricing card and we send one message the day it does. Two clients a month or more and Consultant at $99 is already cheaper.

The $0 trial is the door to a subscription: 2 free client projects over 3 days, card on file, converts to Consultant or Program on day 3 unless you cancel. Pay as you go is paid on day one, $49 with the first project included, and there is no card on file and no free projects after it. Pick the trial if you expect two or more clients a month, pay as you go if you have one client and no appetite for a subscription.

The Consultant plan covers 5 client projects a month, which fits how most independent consultants and fractional advisors actually work. Busy months are covered by $19 top-ups, one click each. Running validation at volume for a program or portfolio? The Program plan is $499/month for 30 projects, same top-up rate. Paid yearly, the same $499 a month buys a pooled allowance: 360 projects, used anytime.

There is nothing to set up for client reports: sign up, paste the idea, get the report. If you also want the intake form on your own site, that is one code snippet, about 5 minutes.

Every submission passes through an AI quality filter before it reaches your dashboard. Keyboard spam, test entries, sales pitches, and prompt injections are caught automatically. Serious submissions still get through, even when they are brief or rough.

Running a fund, agency, or accelerator?

The same engine scores inbound deal flow, project requests, and applications.

Still doing client research by hand?

The first report usually pays for itself the same afternoon. See for yourself.

Start for $0

Nothing to install. Cancel anytime.

Running a program or portfolio? Start Program for $0

2 Client Projects Free