Deep market research for founders, consultants & operators

Get a Deep market research report.
With a list of your first 100 customers.

Live demand, competitors, pricing, and a defended Go/No-Go — a 23-section report built from 50+ data sources. Then, from that research, get a list of 100 buyers matching your exact customer profile: company, decision-maker, verified email, and a personalized outreach message for each.

NEW SCAN · LIVE SOURCES READY
›
Launching a B2B AI tool that helps agencies write LinkedIn posts for their clients — should I niche down or stay broad?▌
SCAN →
OR TRYOpening a Pilates studio in AustinSEO retainer for e-commerce DTC"Notion for restaurants" SaaSNewsletter for fractional CFOs
r/SaaS · pain0.86
"agencies tired of generic LinkedIn"
SERP · demand0.78
"linkedin agency" 4.4k mo · CPC $11
Crunchbase · funding0.55
3 broad-market entrants in 12mo
Product Hunt · gap0.92
No agency-only tool in top 30
50+ Live Data SourcesReady in 30–60 MinOne-Time Payment · No Subscription
VIEW A SAMPLE REPORT
4.5 Excellent · 15 reviews on Trustpilot
“Exceeded all expectations — the report completely nailed it.”Vlada V. · IL
“Great replacement for consultant reports.”Tiffany · PT
“Saved me from a massive mistake.”Kiki · DE
“Really helped me get unstuck.”Sagiv S. · IL
“This tool is legit!!!”Hannah G. · US
“Exceeded all expectations — the report completely nailed it.”Vlada V. · IL
“Great replacement for consultant reports.”Tiffany · PT
“Saved me from a massive mistake.”Kiki · DE
“Really helped me get unstuck.”Sagiv S. · IL
“This tool is legit!!!”Hannah G. · US
“One of the great research products I've met.”Doron G. · IL
“Helped me see my idea more clearly.”Gina P. · NL
“This tool is amazing — highly recommended.”Khaled M. · PH
“Validated my concept while warning me about saturation.”Hadas K. · IL
“Saved me a bunch of time and money.”Almog K. · TH
“One of the great research products I've met.”Doron G. · IL
“Helped me see my idea more clearly.”Gina P. · NL
“This tool is amazing — highly recommended.”Khaled M. · PH
“Validated my concept while warning me about saturation.”Hadas K. · IL
“Saved me a bunch of time and money.”Almog K. · TH
“What I trust: it isn't blindly optimistic.”Amir F. · IL
“The most accurate and relevant — fast and to the point.”Sahar S. · IL
“The keyword volume + CPC data is super useful.”Tal K. · IL
“Significantly better than plain generative AI.”Michael R. · PT
“Amazing!”Eden M. · IL
“What I trust: it isn't blindly optimistic.”Amir F. · IL
“The most accurate and relevant — fast and to the point.”Sahar S. · IL
“The keyword volume + CPC data is super useful.”Tal K. · IL
“Significantly better than plain generative AI.”Michael R. · PT
“Amazing!”Eden M. · IL
SCAN PIPELINE · ALWAYS LIVEPowered by 50+ live API integrations

Every scan is fresh. Pulled live, not cached.

No vector dumps. No 6-month-old snapshots. Each report queries the source layer at scan time, so the signal you act on is the signal that's true right now.

50+
data sources
12+
API providers
1.2M
signals / day
~60s
avg refresh
PIPELINEhealthyLAST SYNC--:--:-- UTC
SIGNALS PULLED · 60s2,847
SERPsearch
Redditcommunity
Product Huntlaunch
G2reviews
Crunchbasefunding
X / Twittersocial
YouTubemedia
Google Trendsdemand
GSCseo
SimilarWebtraffic
Meta Ad Libraryads
LinkedInb2b
SERPsearch
Redditcommunity
Product Huntlaunch
G2reviews
Crunchbasefunding
X / Twittersocial
YouTubemedia
Google Trendsdemand
GSCseo
SimilarWebtraffic
Meta Ad Libraryads
LinkedInb2b
TikToktrend
Newscontext
Indeedjobs
Forumscommunity
Trustpilotreviews
BuiltWithtech
CPC Dataads
Buyer Intentsignal
Pricing Intelpricing
Domain Analyticsserp
Quoracommunity
Stack Overflowtech
TikToktrend
Newscontext
Indeedjobs
Forumscommunity
Trustpilotreviews
BuiltWithtech
CPC Dataads
Buyer Intentsignal
Pricing Intelpricing
Domain Analyticsserp
Quoracommunity
Stack Overflowtech
What you'll know

What IdeaCrystal answers
about your next move.

The questions every founder, consultant, and operator needs answered before committing — plus who to sell to first — backed by live data from 50+ sources.

Q01

Is there real demand — or only your gut?

Exact monthly search volume, buyer-intent keywords, geographic hotspots, and a 12-month trend line.

"linkedin ai for agencies"4.4k/mo
Q02

How big is the actual market?

TAM, SAM, and SOM with growth rates and macro signals — so you stop guessing at the size of the prize.

$2.1B
TAM
$420M
SAM
$38M
SOM
Q03

Is the timing right — or already too late?

Trend trajectory, recent launches, and funding activity flag markets cooling, overheating, or at an inflection point.

Q04

Who's already winning — and how?

Top 5–10 competitors with traffic estimates, market share, positioning, and the moves that put them on top.

Taplio
42%
Magnific
28%
AuthorAI
18%
Others
12%
Q05

What are competitors actually spending on ads?

Live Meta Ad Library pulls — creative angles, hooks, offers, and spend patterns running right now.

Taplio$42k/wk
"3x your LinkedIn impressions"
Magnific$28k/wk
"AI ghostwriter for founders"
Q06

What pain are buyers voicing — in their own words?

Real complaints from Reddit, reviews, communities, and YouTube comments — exact-words pain you can ship against.

r/SaaS"sounds like every other agency"
G2 reviews"too generic for our clients"
Twitter"posts read like ChatGPT"
Q07

What will they pay — and what will CAC cost?

Live pricing across competitors plus CPC by keyword — the price ceiling, floor, and channel cost to win them.

PRICE BAND
$39 – $199
CAC (CPC $)
$11.20
Q08

Where's the gap competitors missed?

Unmet segments, sharp ICP angles, and entry points the market is signaling but no one is serving yet.

Agency-onlyOPEN
Solopreneur12 tools
Enterprise8 tools
Q09

Go or No-Go — and why?

A defended verdict with risks, a devil's-advocate counterview, and barriers to entry — so you act with conviction.

78
GO · NICHE DOWN
42 SIGNALS · 30/30 SOURCES
Q10

Who are my first 100 buyers — and how do I reach them?

Launch Pack, for B2B ideas: we take the market research and pull 100 buyers straight from it — company, decision-maker, and a verified email each — into an outreach workspace, ready for you to contact on day one.

Northwind AgencyHead of Growth email
Cedar & Co.Founder / CEO email
Loop StudiosVP Marketing email
Q11

Is this my actual list — or a database dump?

Every one of the 100 is matched to your ICP for your offer, pulled from the report's research — real companies that fit, not a generic database export.

Your industry & vertical
Company size & region
Buying-role seniority
100 / 100 matched · 0 generic
Q12

What do I get for each buyer?

Company, decision-maker name and role, a verified email, their LinkedIn profile, and a personalized outreach message ready to send.

Company Name & role Verified email LinkedIn Outreach message
Who it's for

Built for people making
real business decisions.

Pick your role — see what IdeaCrystal does for you specifically.

BUILDER

Founders & SaaS Builders

Validate what to build, which niche to target, and whether the market is already showing demand — before you spend months shipping.

Know if your category has real search demand, not just hype.
See exactly how competitors are winning — and where they're weak.
Get a Go / No-Go before writing a line of code.
SAMPLE QUESTION
"Should I build a B2B AI tool for marketing agencies, or stay broad?"
IDEACRYSTAL VERDICT
78
GO · NICHE DOWN
AGENCY VERTICAL · OPEN POSITIONING
4.4k
DEMAND
$11
CPC
6
GAPS
How it works

From a rough
direction to
a market call.

One scan. 50+ live sources. A structured report with a clear Go / No-Go you can act on — or take into the room.

01
You describe a direction
Product, market, offer, or client direction — a sentence is enough.
02
We scan live market signals
50+ live sources scanned in parallel — demand, competitors, ads, pricing, pain, trends, gaps.
03
You get a decision report
A 23-section report with evidence, risks, positioning, and a clear Go / No-Go.
Your report

See what your decision
is based on.

Click through a real scan — every section is structured, sourced, and ready to act on.

ideacrystal.com / reports / scan-4821
● finalized · 23 sections
VERDICT
78
GO · NICHE DOWN
42 SIGNALS · 30/30 SOURCES

The agency-specific framing has the strongest signal: open positioning, sustained demand, and pricing tolerance from a buyer with budget. Generic LinkedIn AI is saturated.

Demand78
Pain signal86
Market gap92
Competition55
Pricing tol.71
UP TO 23 SECTIONS · 10+ INTERACTIVE CHARTS · 100+ CITED DATA POINTS
OPEN SAMPLE REPORT
Your decision report

What's inside your
market decision report.

Not just a summary. A structured market scan built to help you decide whether to build, launch, pitch, expand, or reposition — with up to 23 sections, 100+ cited data points, and live signals from 50+ sources.

Search Demand Map
20 keywords with volume, CPC, difficulty & buyer intent scored.
Competitor Traffic
Monthly visits, traffic sources & engagement per competitor.
TAM $2.1BSAM $420MSOM $38M
Market Sizing
TAM, SAM & SOM quantified with real demand data.
Solo FoundersAgenciesPMsStudios
Target Segments
4 buyer personas with segment size, channels & willingness to pay.
Revenue & Pricing
Competitive pricing benchmarks, LTV projections & revenue models.
Go-to-Market
5–7 channels ranked by reach and acquisition cost.
High
Med
Low
Risk Assessment
Risks color-coded by severity with mitigation strategies.
GO87 / 100
Go/No-Go Verdict
Build-or-don't verdict with confidence score & action items.
Trend Analysis
12-month and 5-year search interest trajectories with inflection points.
1
2
3
4
SERP Landscape
Page-one rankings, featured snippets & content gaps by keyword.
Competitive Positioning
Side-by-side scoring of competitors on traffic, content & pricing.
Ad Intelligence
Active ad creatives, estimated spend & top-performing channels.
NEW
86/ 100 ICP fit
YouTube Audience
AI-mined voice-of-customer + ICP alignment score from real viewer comments.
★★★★★4.2
Customer Voice & Reviews
Real buyer reviews mined for praise, complaints & unmet needs.
Agency-only · OPEN
Verticalized AI
Auto compliance
Market Gaps
3–5 specific unmet needs competitors keep ignoring.
REDDIT
X
LI
Community Signals
Reddit, Twitter & LinkedIn buzz quantified with sentiment and volume.
FULL REPORT CONTENTS
  • Executive Summary
  • Search Demand Map
  • SERP Landscape
  • Trend Analysis
  • Market Sizing (TAM/SAM/SOM)
  • Competitor Traffic
  • Customer Voice & Reviews
  • Market Gaps & Opportunities
  • Target Customer Segments
  • Competitive Positioning
  • Ad Intelligence
  • Macro-Economic Context
  • Revenue & Pricing Strategy
  • Go-to-Market Channels
  • Community Signals
  • Barriers to Entry
  • Risk Assessment
  • YouTube Audience Demand & Voice-of-Customer
  • Go/No-Go Recommendation
Generic AI advice is not market research

ChatGPT tells you what you want to hear.
We show you what the market is doing.

chat.example.ai
OPINION
Should I build an AI tool for marketing agencies that writes LinkedIn posts?
ai
That's a great idea! AI-powered content tools are a growing space and LinkedIn is a popular professional platform. You could differentiate by focusing on tone or industry-specific writing. Start by validating with potential customers and iterating quickly▌
Ok but is there actual demand? What are competitors charging?
ai
I don't have access to real-time market data, but generally speaking…▌
WHAT IT CAN'T GIVE YOU
Live demand numbers
Competitor map
Buyer pain, verbatim
Pricing & CAC data
Market gap evidence
A defended verdict
ideacrystal.com/scan/4821
LIVE DATA
SOURCES 30/30SIGNALS 42RUNTIME 47sCITATIONS 100+
›Should I build an AI tool for marketing agencies that writes LinkedIn posts?
78
GO · NICHE DOWN
CONFIDENCE / 100
GO THRESHOLD
EVIDENCE · CITED
SERP
"linkedin agency" search demand
4.4k/mo · CPC $11.20
r/SaaS
"tired of generic LinkedIn AI"
pain 0.86
Product Hunt
No agency-only tool in top 30
gap open
Crunchbase
3 funded broad-market entrants
risk
Pricing
Sustained band across 3 competitors
$39–$199/mo
EVERY CLAIM HAS A SOURCE LINESEE FULL REPORT
Pricing

Choose the level of research
your decision needs.

Whether you're scoping a quick gut-check or making a serious commitment, pick the depth of market evidence that matches the move you're about to make.

Full Market Decision Report

BUILT FOR SERIOUS DECISIONS
$99
$47
ONE-TIME · ~45 min

A complete market research report for serious business decisions before you build, launch, pitch, expand, or reposition.

Live market signal scan
Demand and competition analysis
Customer pain and market gap research
Pricing and go-to-market insights
Risks, red flags, and opportunities
Clear Go / No-Go recommendation
23 sections of deep analysis
GET FULL REPORT
BEST FOR LAUNCH

Launch Pack

RESEARCH + YOUR FIRST 100 BUYERS
$199
$99
ONE-TIME · ~45 min

The full market decision report, plus your first 100 real buyers — sourced, verified, and dropped into an outreach workspace so you can start selling the day the report lands.

Everything in the Full Market Decision Report
100 ICP prospects — company, contact, verified email
Outreach workspace (needforlead) with 100 lead credits
B2B ideas — we find your actual buyers
Clear Go / No-Go recommendation + 23 sections
GET LAUNCH PACK
BEST VALUE

Compare 10 Directions

FOR FOUNDERS TESTING MULTIPLE DIRECTIONS
$299
ONE-TIME · ~10 full reports

Best for founders, consultants, studios, and operators comparing multiple concepts, client briefs, niches, or expansion opportunities.

10 Full Market Decision Reports
Compare demand, competition, risks, and positioning
Use anytime — credits never expire
Auto-applied at checkout
Everything in Full Report, ×10
COMPARE 10 DIRECTIONS
Secure checkout via StripeOne-time payment — no subscriptionReport delivered in 30–60 minutesOperated by OPSSNODE LTD (EU)
Founder note

Built by a founder
who learned this the hard way.

I built IdeaCrystal because I know how easy it is to confuse a good-sounding idea with a good business decision.

As a technical founder, I could build almost anything. That was part of the problem. The hard part was knowing which direction had real market pull — before committing months of work, budget, or team focus.

IdeaCrystal is the tool I wanted before making those calls: live market signals, competitor reality, demand data, customer pain, and a clear recommendation — all in one report.

Questions about the product? Reach out to me directly on LinkedIn.
Adir Semana, founder of IdeaCrystal
Adir Semana
FOUNDER · IDEACRYSTAL
inLINKEDIN
ex-CTO / co-founder of Geonode. Years of infrastructure work — and a few expensive validation lessons.
Why trust us

Built to earn
your confidence.

We know you're careful with where you spend. Here's why founders, consultants, and operators trust IdeaCrystal.

Registered company
IdeaCrystal is operated by OPSSNODE LTD, a registered company in Cyprus (EU). Real business, real accountability.
EUregistered entity
Clear methodology
Every report follows the same structured pipeline — live API feeds for search, traffic, ads, and financials, cross-checked and synthesized. No black boxes.
23sections / scan
Fast, predictable delivery
Reports are delivered in 30–60 minutes. You'll get an email the moment yours is ready.
30–60minutes
Built for decision-makers
A tool for the people making the call — founders, consultants, and operators. No fluff, no filler, just the evidence you need to move forward.
200+paying users
Human support
Something wrong? Email support@ideacrystal.com and a real person will respond. We don't hide behind chatbots.
< 6havg response
Transparent pricing
Clear pricing. No subscriptions. No hidden fees. Choose the level of research your decision needs.
$0subscriptions
FAQ

Common questions,
clear answers.

A structured market decision report tailored to your direction. Up to 23 sections covering live demand, competitors, customer pain, pricing, channels, market gaps, risks, and a defended Go / No-Go recommendation. Delivered as a shareable web report and a PDF.
Most reports are delivered in 30–60 minutes. You'll get an email the moment yours is ready — no need to refresh the page.
No. IdeaCrystal pulls live data from 50+ APIs and sources — search demand, SERP, ad libraries, review sites, social communities, funding databases, and more — then structures and synthesizes the evidence. AI helps with synthesis, not with making up numbers.
Live API feeds across SERP, keywords, social, traffic, ads, reviews, funding, and community signals. Specific sources include Google Trends, GSC, SimilarWeb, Meta Ad Library, G2, Reddit, X/Twitter, YouTube, Crunchbase, Product Hunt, and more.
No. Every plan is a one-time payment. The Full Market Decision Report is $47, the Launch Pack is $99, and the Bundle of 10 is $299. No auto-renew, no hidden fees.
The Launch Pack works best for B2B ideas. On top of the full report, we find 100 real prospects that match your ideal customer profile — company, contact name, and a verified email each — and deliver them into an outreach workspace (needforlead) with 100 lead credits. You write and send the outreach yourself; we hand you the qualified list so day one isn’t a blank page. For B2C ideas the prospect list won’t apply, so the Full Report is the better fit.
Yes. Open the "View Sample Report" link on the hero or pricing section to walk through a real scan end-to-end before you spend a cent.
The narrower the better, actually. IdeaCrystal finds signal in specific verticals where generic AI advice fails. If demand is genuinely too thin, you'll get a clear No-Go with the reasoning — saving you the time you would have spent finding out the hard way.
Your business descriptions are used only to produce your report. We don't train models on them, and we don't share them. You can delete your data anytime by emailing support.
IdeaCrystal is built by Adir Semana (ex-CTO/co-founder of Geonode) and operated by OPSSNODE LTD, a registered company in Cyprus (EU). See the founder note above for the why.
Email support@ideacrystal.com. A real person responds within 6 hours on weekdays. We'll re-run the scan or refund you if the report doesn't deliver the depth promised.
Your direction is structured into queryable inputs, then routed in parallel across our 50+ data integrations. Outputs are cross-checked, scored, and synthesized into a verdict with cited evidence. Every claim has a source line.
Yes, anytime. Email support@ideacrystal.com with the scan ID and we'll delete the input, the report, and any associated logs within 24 hours.
Still have questions? Email us

Validate your market.
Launch the same week.

Get the market read before you commit time, money, or team. The Launch Pack then uses that research to build your first 100 buyers to contact — real companies, decision-makers, verified emails — so you can act on day one.

50+ Live Data SourcesReady in 30–60 MinOne-Time Payment · No Subscription