Live market research for founders, consultants & operators

The market
is already talking.

Get crystal-clear answers on your idea. IdeaCrystal listens across 50+ live sources, structures the signal, and tells you whether to build it or kill it — receipts attached.

ONE-TIME PAYMENT · 50+ SOURCES · 60-MIN TURNAROUND
r/SaaS·PAIN"agencies are tired of generic LinkedIn AI"0.86
G2·PRICINGTaplio · 4.6 ★ · $39–$199 / mo · "great for solos"0.71
SERP·DEMAND"linkedin agency" — 4,400 mo · CPC $11.200.78
Product Hunt·GAPNo agency-only tool in top 30 social/AI launches0.92
r/marketing·PAIN"clients still ask why the posts sound the same"0.81
Crunchbase·FUNDING3 funded broad-market entrants in last 12mo0.55
X / Twitter·TREND"agency-led linkedin" +212% mentions / 90d0.69
YouTube·TREND"LinkedIn for agencies" — 12 channels, growing0.66
r/SaaS·PAIN"agencies are tired of generic LinkedIn AI"0.86
G2·PRICINGTaplio · 4.6 ★ · $39–$199 / mo · "great for solos"0.71
SERP·DEMAND"linkedin agency" — 4,400 mo · CPC $11.200.78
Product Hunt·GAPNo agency-only tool in top 30 social/AI launches0.92
r/marketing·PAIN"clients still ask why the posts sound the same"0.81
Crunchbase·FUNDING3 funded broad-market entrants in last 12mo0.55
X / Twitter·TREND"agency-led linkedin" +212% mentions / 90d0.69
YouTube·TREND"LinkedIn for agencies" — 12 channels, growing0.66
TikTok·TREND#agencylife · 1.4B views · linkedin in top hashtags0.62
News·CONTEXT"AI is hollowing out agency content teams"0.74
Indeed·JOBS"LinkedIn manager · agency" +38% YoY postings0.70
Forums·COMMUNITYagencystartup.io — 18 threads on "tooling stack"0.60
Trends·DEMAND"AI for agencies" sustained 12-month upslope0.83
GSC·SEO"linkedin content for clients" — climbing pos. 70.72
Reviews·PAIN"too generic" in 41% of Taplio 3★ reviews0.79
LinkedIn·COMMUNITYAgency owners posting about "client tone drift"0.75
TikTok·TREND#agencylife · 1.4B views · linkedin in top hashtags0.62
News·CONTEXT"AI is hollowing out agency content teams"0.74
Indeed·JOBS"LinkedIn manager · agency" +38% YoY postings0.70
Forums·COMMUNITYagencystartup.io — 18 threads on "tooling stack"0.60
Trends·DEMAND"AI for agencies" sustained 12-month upslope0.83
GSC·SEO"linkedin content for clients" — climbing pos. 70.72
Reviews·PAIN"too generic" in 41% of Taplio 3★ reviews0.79
LinkedIn·COMMUNITYAgency owners posting about "client tone drift"0.75
78GOB2B AI tool for marketing agenciesNICHE DOWN
41NO-GOGeneric LinkedIn AI for solopreneursSATURATED
64HOLDNewsletter for fractional CFOsTHIN DEMAND
82GOPilates studio, North AustinOPEN TERRITORY
31NO-GOWeb3 loyalty for SMB cafésNO SIGNAL
71GOSEO retainer for DTC sub-$5MRISING PAIN
58HOLD"Notion for restaurants" SaaSCROWDED SPACE
86GOFractional-CMO marketplaceBROAD DEMAND
78GOB2B AI tool for marketing agenciesNICHE DOWN
41NO-GOGeneric LinkedIn AI for solopreneursSATURATED
64HOLDNewsletter for fractional CFOsTHIN DEMAND
82GOPilates studio, North AustinOPEN TERRITORY
31NO-GOWeb3 loyalty for SMB cafésNO SIGNAL
71GOSEO retainer for DTC sub-$5MRISING PAIN
58HOLD"Notion for restaurants" SaaSCROWDED SPACE
86GOFractional-CMO marketplaceBROAD DEMAND
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
1.2MSIGNALS / DAY
~60sAVG REFRESH
PIPELINEhealthyLAST SYNC00:00:00 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.

Nine questions every founder, consultant, and operator needs answered before committing — backed by live data from 50+ sources.

DemandQ01

Is there real demand — or only your gut?

Exact monthly search volume, buyer-intent keywords, geographic hotspots and a 12-month trend line — pulled live from DataForSEO + Google Trends.

Top buyer-intent keyword
"linkedin ai for agencies"4.4k/mo
DemandQ02

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.

Market sizing
$2.1B
TAM
$420M
SAM
$38M
SOM
DemandQ03

Is the timing right — or already too late?

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

12-mo demand trajectory
CompetitionQ04

Who's already winning — and how?

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

Market share
Taplio
42%
Magnific
28%
AuthorAI
18%
Others
12%
CompetitionQ05

What are competitors actually spending on ads?

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

Top creatives · 7d
Taplio$42k/wk
"3x your LinkedIn impressions"
Magnific$28k/wk
"AI ghostwriter for founders"
CustomersQ06

What pain are buyers voicing — in their own words?

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

Surfaced quotes
r/SaaS"sounds like every other agency"
G2 reviews"too generic for our clients"
Twitter"posts read like ChatGPT"
EconomicsQ07

What will they pay — and what will CAC cost?

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

Price band · channel CAC
Price band
$39$199
CAC (CPC $)
$11.20
CustomersQ08

Where's the gap competitors missed?

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

ICP coverage
Agency-onlyOPEN
Solopreneur12 tools
Enterprise8 tools
VerdictQ09

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, not vibes.

Synthesized verdict
78/ 100
GO · NICHE DOWN
SIGNALS 42SOURCES 50 / 50
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.
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.
SCAN MY IDEA →
Sample report LIVE
Sample question
Should I build a B2B AI tool for marketing agencies, or stay broad?
IdeaCrystal verdict
78
GO · NICHE DOWNAGENCY VERTICAL · OPEN POSITIONING
4.4k
Demand
$11
CPC
6
Gaps
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.

23
sections / scan
100+
cited data points
50+
live API sources
~60m
delivery

Search Demand Map

20 keywords with volume, CPC, difficulty & buyer intent scored

Competitor Traffic

Monthly visits, traffic sources & engagement per competitor

T
S
S

Market Sizing

TAM, SAM & SOM quantified with real demand data

Solo FoundersAgenciesPMs

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

GO
87 / 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

SERP Landscape

Page-one rankings, featured snippets & content gaps by keyword

Competitive Positioning

Side-by-side scoring of competitors on traffic, content & pricing

FB
IG
G

Ad Intelligence

Active ad creatives, estimated spend & top-performing channels

NEW
12

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

GapGapGap

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 · 23 sections
  • 01Executive Summary
  • 02Search Demand Map
  • 03SERP Landscape
  • 04Trend Analysis
  • 05Market Sizing (TAM/SAM/SOM)
  • 06Competitor Traffic
  • 07Customer Voice & Reviews
  • 08Brand Reputation Scan
  • 09Market Gaps & Opportunities
  • 10Target Customer Segments
  • 11Competitive Positioning
  • 12Ad Intelligence
  • 13Macro-Economic Context
  • 14Revenue & Pricing Strategy
  • 15LTV / CAC Modeling
  • 16Pricing Sensitivity
  • 17Go-to-Market Channels
  • 18Community Signals
  • 19Barriers to Entry
  • 20Risk Assessment
  • 21YouTube Audience & Voice-of-Customer
  • 22Devil's-Advocate Counterview
  • 23Go / No-Go Recommendation
PDF · ~40 pages · Delivered in 60 minutes
Generic AI advice ≠ market validation

ChatGPT tells you what you want to hear.
We tell you what you need to know.

Most AI tools explain why your idea could work. IdeaCrystal looks for evidence that the market already cares.

You ask"Should I build an AI tool for marketing agencies that writes LinkedIn posts?"
Generic AI chat
NOT MARKET DATA
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
What's missing
No live demand numbers
No competitor map or traffic share
No customer pain in their own words
No pricing, CAC, or market-gap data
No defended verdict — just validation of your bias
VS
IdeaCrystal · Live scan
50 SOURCES · 47s
78
GO · NICHE DOWN42 SIGNALS · 50/50 SOURCES
Evidence
SERP"linkedin agency" — 4.4k/mo · CPC $11.20
r/SaaS"agencies tired of generic LinkedIn AI" — pain 0.86
Product HuntNo agency-only tool in top 30
Crunchbase3 funded broad-market entrants · positioning matters
Pricing$39–$199/mo band sustained across 3 competitors
01 · Live signal

Pulls from 50+ APIs at scan time

Search, ads, reviews, communities, funding — fresh on every run, not from a static training cut-off.

02 · Cited evidence

Every claim links back to its source

Numbers, quotes, and competitor moves — with the report footnote for each one.

03 · Defended verdict

Go / No-Go with a counterview

A score, the reasoning, the risks, and a devil's-advocate read — designed for decision rooms.

04 · 60-minute turnaround

23 sections, ~40 pages

Replace 12 hours of desk research with a structured report you can defend in a meeting.

SCAN WITH REAL MARKET SIGNALS →One-time payment · No subscription · Refund if signal-light

Feedback from users

Naor Hazan

Naor Hazan

Senior Design Engineer, Onyx Security

We thought the space had demand. Report showed competitor traffic patterns we hadn't noticed. Switched our angle that same week.

Jean-Patrick Bisson

Jean-Patrick Bisson

CEO, Geonode

Needed to know which verticals had real pull before committing resources. The traffic and spend breakdown made the call pretty fast.

Tal Klinger

Tal Klinger

Co-Founder & CEO, TheSocialProxy

Ran one before expanding into a new geo. Search intent was 3x what we expected in the market we almost skipped. Changed the rollout.

Sahar Sabin

Sahar Sabin

Director of Software Engineering

Been looking at Gen AI tools for months. Most summarize and call it analysis. This one actually pulls live data and tells you what's real. Useful.

Sagiv Shuker

Sagiv Shuker

Life & Business Coach, SC Awareness

I work with founders stuck between 'good idea' and 'real business.' One of my clients ran a report and stopped debating. We could finally talk about which version to build.

Amir Friedman

Amir Friedman

Staff Engineer, CYE

Friend asked me to gut-check his startup idea. Usually that means a weekend of Googling. Sent him here instead. Got actual demand data and a recommendation back. Saved me the weekend.

Naor Hazan

Naor Hazan

Senior Design Engineer, Onyx Security

We thought the space had demand. Report showed competitor traffic patterns we hadn't noticed. Switched our angle that same week.

Jean-Patrick Bisson

Jean-Patrick Bisson

CEO, Geonode

Needed to know which verticals had real pull before committing resources. The traffic and spend breakdown made the call pretty fast.

Tal Klinger

Tal Klinger

Co-Founder & CEO, TheSocialProxy

Ran one before expanding into a new geo. Search intent was 3x what we expected in the market we almost skipped. Changed the rollout.

Sahar Sabin

Sahar Sabin

Director of Software Engineering

Been looking at Gen AI tools for months. Most summarize and call it analysis. This one actually pulls live data and tells you what's real. Useful.

Sagiv Shuker

Sagiv Shuker

Life & Business Coach, SC Awareness

I work with founders stuck between 'good idea' and 'real business.' One of my clients ran a report and stopped debating. We could finally talk about which version to build.

Amir Friedman

Amir Friedman

Staff Engineer, CYE

Friend asked me to gut-check his startup idea. Usually that means a weekend of Googling. Sent him here instead. Got actual demand data and a recommendation back. Saved me the weekend.

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.

Quick Signal Scan

Fast first read
$19
One-time payment·~10 min

A lightweight paid scan for early demand, competitors, and market risk. Best when you want a fast first read before deeper research — not a full decision report.

Everything in Free Preview, plus:
Early demand snapshot
Competitor snapshot
Initial market risk signals
Initial Go / No-Go signal
Fast first read on whether this direction is worth deeper research
Not a full decision report
No deep market sizing or GTM analysis
Upgrade to Full Market Decision Report within 24h for just +$50
Best for decisions

Full Market Decision Report

Built for serious decisions
$99
$69
One-time payment·~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
Best value

Bundle of 3

For founders testing multiple ideas
$207
$149
One-time payment·~$50 per report

3 Full Reports for the price of 2 — about $50 per report instead of $69. Use them anytime; they never expire. Same email at checkout auto-applies a credit.

3 Full Market Decision Reports
Save $58 vs buying separately
Use anytime — no expiry
Auto-applied at checkout
Everything in Full Report, ×3
All plans include
Secure checkout via StripeOne-time payment — no subscriptionDelivered in 30–60 minutesOperated by OPSSNODE LTD (EU)Human support — real people
14-day signal-light refund · No upsells · GDPR & Stripe-compliant
Founder noteA personal letter~2 min read

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.

Hi, I'm Adir. 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.

I burned cycles on ideas that sounded good in conversation but had no real signal underneath. I learned the hard way that conviction without evidence is just confidence, and confidence is expensive when the market isn't there.

IdeaCrystal is the tool I wanted before making those calls: live market signals, competitor reality, demand data, customer pain in their own words, and a clear recommendation, all in one report you can read in 60 minutes and defend in a decision room.

If you're weighing a real move, whether building, launching, pitching, expanding, or repositioning, I want this report to be the one you wish you'd had. Questions, feedback, edge cases? Find me below. I read every message.

AdirFounder · IdeaCrystal · Written from Tel Aviv
Built byAdir Semana, ex-CTO/co-founder of Geonode, after years of building infrastructure products and learning how expensive weak validation can be.
Why trust us

Built to earn your confidence.

We know you're careful with where you spend. Here's the real company behind IdeaCrystal — registered, accountable, and built to outlast a single transaction.

Registered EU company
EU
·CY·

OPSSNODE LTD

Registered company · Cyprus (EU)
Reg. numberHE 488232
Phone+357 99057604
AddressElpidas, 8, Pyrgos, 4534, Limassol, Cyprus
Reports delivered
500+
paid reports shipped · 100% on-time

Clear methodology

No black boxes

Every report runs the same structured pipeline — live API feeds for search, traffic, ads, and financials, cross-checked and synthesized.

Live API sources50+
Report sections23
Cited data points100+
Cross-checked sourcesAlways

Human support

No chatbots

Email a real human and get a real answer. We respond ourselves — usually within hours, always within a day.

Founder reads every escalationAlways
First reply window< 6h

Our promise

Signal-light refund

"If the report comes back signal-light — not enough live data to make a real call — we'll refund you in full, no questions asked. You shouldn't pay for a verdict we can't defend."

AdirFounder · IdeaCrystal

Secure & compliant

By default
S
Stripe checkoutPCI-DSS L1
EU
GDPR-compliantEU data handling
One-time paymentNo subscription
TLS 1.3 + encryptedReports at rest
Stripe-secured checkout14-day signal-light refundReports in 30–60 minutesOperated by OPSSNODE LTD (EU)

FAQ

Common questions, clear answers.

An interactive HTML report with keyword demand data, SERP and content gap analysis, search trend trajectories (12-month and 5-year), competitor traffic breakdowns, AI-powered deep market research with TAM/SAM/SOM sizing, SWOT analysis, competitive deep-dive, and a Go/No-Go recommendation. You also get a downloadable PDF.

30 to 60 minutes. Keyword analysis, SERP scraping, trend analysis, competitor traffic, and deep market research all run in parallel. The report isn't a quick summary — it's a full scan across every source.

No. The AI is only the final layer. Before it runs, structured data is collected from live APIs — keyword volume, SERP rankings, search trends, competitor traffic, and market sizing. The AI cross-references all of that; it doesn't generate it from memory.

Live keyword and SERP APIs, search trend databases, competitor traffic analytics, and deep research models. Over 50 API integrations are queried at report time — no cached or stale data.

No. One-time payment of $69 per report. No recurring fees, no account required.

Yes — see a sample report. It's the same format you'd receive.

The engine reports what the data shows. If there's low search demand or no visible competitors, the report will say that clearly — and that's still useful information. It tells you what signals exist and what's missing, so you know where you stand.

Your idea description is used only to generate your report. Payment is processed via Stripe — we never see your card details. Your report is stored securely and accessible any time you need it. See our Privacy Policy for full details.

IdeaCrystal is operated by OPSSNODE LTD, a registered company in Cyprus (EU), registration number HE 488232. You can reach us any time at support@ideacrystal.com.

Email support@ideacrystal.com. If your report failed to generate due to a system error, you'll receive a full refund. For any other issue, we'll work with you to make it right. We respond to every message.

The engine runs an 8-step pipeline: it collects live data from keyword APIs, SERP rankings, trend databases, competitor traffic analytics, and more — all in parallel. Each data point is cross-referenced against other sources before the AI synthesizes the findings. The result is a structured report with cited evidence, not a summary from training data.

The engine adapts to your specific market. It searches for the keywords, competitors, and audience signals relevant to your idea — even in narrow niches. If data is sparse, the report will tell you that directly, which is itself a valuable signal about market maturity.

No. We use it once to generate the report you paid for. We never sell it, never use it to train AI, and never share it with third parties for marketing. You stay in control — delete it any time from your report page.

Only the AI agents that generate your report. No human reviews it. Our AI providers (Anthropic and OpenRouter) are configured to not store or train on your data.

On our private servers in the EU (Hetzner, Germany), encrypted at rest. The report HTML lives in a private S3 bucket and only you can access it via your unique report link. We keep it as long as you want it — no auto-expiry.

Yes — anytime. Use the "Delete my data" button on your report page or email privacy@ideacrystal.com with your report token. Your idea, research, and report are wiped from our systems within 24 hours (usually within minutes).

Still have questions? Email us