MARKET RESEARCH & GO-TO-MARKET · FOR PEOPLE WHO BUILD

Your productis ready.Your marketingis not.

An honest, data-backed read on your market — and a clear first move. Built on live data an LLM doesn't have, by a marketer with 12 years in go-to-market. Not a chatbot with a nice UI.

GET A REPORT — $29 →See packages

Real data, not a guess. ~2h. Pay once.

Semrush•
Similarweb•
AdSpy•
AppMagic•
Reddit•
Trustpilot•
LunarCrush•
WorldBank Data•
Brand24•

What it is

Market research and a go-to-market call — without the agency or the guesswork.

Tell it your product and goal. It runs real research — demand, competitors, audience, channels — and hands back a decision you can act on, in about two hours.

Real market research

Demand, competitors, audience and channels — from live data, not training data.

A reality check on your idea

An honest read: who actually pays, where you're weak, whether to go at all.

A clear first move

Ranked channels and a 30-day plan — what to do Monday, not a 200-page deck.

Real data, not training data — in about two hours.

The output

A real report — section by section.

Every claim traced to a source.

Hover any item to see it inside the report.

Real output. Redacted because client work stays private.

YOUR-REPORT.MDReal output · redacted

01 · EXECUTIVE SUMMARY

Executive summary

The verdict — go / go-with-changes / pivot / no-go — plus niche, geo, who pays, best channel, #1 risk.

Verdict: GO, with changes. Don't build "another invoicing app" — incumbents own it. Win the wedge they ignore: getting freelancers paid on time. Who pays: established solo freelancers ($40k+/yr). Best channel: community-led content, ~$0 CAC. #1 risk: willingness to pay vs free tools. | source: synthesis of sections 02–08

SEE A SAMPLE REPORT →

THE REAL COMPARISON

IT LOOKS SMART. BUT CAN YOU DEFEND IT?

Any LLM — free or paid, ChatGPT or Claude — guesses from training data. The gap isn't the model. It's the data.

> > How do I find users, and what are my first steps?

ASK ANY LLM

ChatGPT · Claude

Start by clearly defining your target audience, then meet them where they already are: post on Crypto Twitter, join relevant Discord and Telegram communities, and share genuinely helpful content consistently. Launch on Product Hunt, build an email waitlist, and consider a few micro-influencer partnerships. In the first few weeks, focus on consistent community engagement and gathering feedback so you can iterate quickly.

A generic playbook — confident, but nothing's ranked, no numbers, nothing to act on Monday.

RollinScope

SOURCED · REPRODUCIBLE

First 3 weeks, in order. Week 1: ship a public demo screenshot worth posting. Week 2: launch a weekly X thread "Risk-Adjusted Top-10 Stablecoin Yields" → target 100–150 waitlist. Week 3: seed it in 8–10 protocol Discords. Run only these — skip paid search: 0 advertisers in the niche, ~90 searches/mo. CAC ≈ $0.

source: channel benchmarkssource: SERP + ad data

VERDICTVERDICTLead with one channel — the weekly X thread. Skip paid: it's dead money in this niche.

Get your report — $29 →

How it works

From a raw idea to a decision you can defend.

01
AI INTERVIEW
Brief
You answer a short brief — your product, your goal, what success looks like. The AI pushes back on vague answers, so research starts from something real.
02
9 INDEPENDENT AGENTS
Research on real data
It pulls live data from the professional tools a senior marketer actually opens — across demand, competitors, audience and channels.
03
EVERY CLAIM SOURCED
Cross-check & QA
Findings get validated and de-duplicated. Where the data isn't there, the section is dropped — not invented. Every claim is tied to its source.
04
DELIVERY
Your report — in ~2h
You get a working document: a real market read, an honest reality check on your idea, ranked channels, and a clear first move.

SemrushTRUSTPILOTSimilarWebAPPMAGICREDDITLunarCrushAdSpyBrand24AND MORE

$1,500+/mo in subscriptions→one $29 report

50+

Products analyzed

120+

STRATEGIES DELIVERED

~2h

AVERAGE DELIVERY

PRO TOOLS PER REPORT

Use cases

From a solo hunch to a team's go/no-go.

Same research engine. Different stakes.

→

Solo founders

Validate an idea before you sink months into it.

→

Vibe coders & small products

Find your first channel, ICP and message — on real data.

→

R&D & product teams

Feature validation and market-entry go/no-go, backed by sources you can defend.

→

Investors

A fast, independent second opinion on a deal or a portfolio bet.

Not sure which fits? Start with a $29 report — it scales from there.

Honest

No magic. Only the power of knowledge.

I'd rather talk you out of it than sell you a report that can't help. It won't, if:

Very small or niche markets (like China)

Public data is too thin to build on — and we won't fake what isn't there.

An idea so new the market doesn't exist yet

With no data to ground it, the service's only edge disappears — you'd just get confident fiction.

Hard B2B on direct, personal sales

maybe

You know your motion — but a second opinion can still surface a channel you've written off.

→

Everywhere else — real data beats a guess.

Packages

Three ways in.
One honest price each.

Available now

Fully automated

Autopilot

$49$29

Fully automated go-to-market research for fast founder validation. Everything included — no hidden fees, no tool subscriptions.

▸AI brief interview (pushes back on vague answers)
▸Real research: Reddit, SERP, competitor traffic, forums
▸ICP + competitor map + channel ranking
▸Budget estimates + task roadmap
▸Delivered to Telegram or email

Get Autopilot →

Automated + human review

Expert Review

Coming soon

Same engine as Autopilot, but reviewed and corrected by a human marketer before it ships.

▸Everything in Autopilot
▸Personal ICP validation
▸Channel hypothesis correction if data doesn't align
▸Positioning rewrite if weak
▸Voice note explaining my reasoning

Coming soon

For teams · custom scope

Team / Feature Validation

Custom

A heavier package for product teams, R&D teams, feature validation, and market-entry decisions.

▸Feature or market validation
▸Custom research scope
▸Tailored go-to-market recommendation
▸Designed for internal teams, R&D, and product orgs
▸Direct collaboration with senior operator

Request custom scope →

All tools, APIs, and tokens included in every package. Nothing extra to pay.

Let's be honest
about the alternatives.

Fast, cheap, good — you usually pick two. We do all three.

Ask any LLM

Speed
Minutes
Price
From $20/mo
Quality
Generic. Can't see your market.

Hire an agency

Speed
Weeks
Price
$3k–10k / month
Quality
Maximum

Use RollinScope

Speed
~2 hours
Price
$29, once
Quality
Solid. Based on real data

WHY I BUILT IT

I built this because I needed it myself.

I didn't set out to sell a tool. I kept needing this research myself — before every launch I'd do it by hand and wish it were faster. So I built it, and I still run it on my own projects.
Is it perfect? No — there's no such thing as a perfect strategy or a flawless market read, and anyone who says otherwise is selling you something. But real data, in a couple of hours, for $29? For that price, I haven't found anything close — and I've looked.

Founder’s note

Nikita Baev, CMO with over 12 years of experience and founder of Rollinscope.

FAQ

Things people ask
before they buy.

How is this actually different from ChatGPT or Claude?+

An LLM answers from training data — it can't see your live market, so it fills the gaps with confident guesses. RollinScope pulls real, current data on demand, competitors, audience and channels — and shows you where it comes from. You get a call you can defend, not a guess that just sounds smart.

Isn't this just an LLM wrapper under the hood?+

No. The model is one part. The work is real research tools — the same ones a senior marketer pays for — plus a method and a workflow pressure-tested on live launches. The data and the method do the heavy lifting; the model just speeds it up. And if the data isn't there, we say so — we don't invent it.

What if I'm not happy with it, or the plan doesn't pan out?+

Tell me — @greycaptain on Telegram — and we'll look at what happened and figure out the next move together. No fine print. Informed bets still fail sometimes; the point is they fail cheaper and teach you more.

Will it surface anything I don't already know?+

Usually, yes — at least a few channels or audience angles you hadn't considered, backed by data. You know your product better than anyone; the gap is almost always the market around it, and that's what we dig into.

Can RollinScope execute the plan for me too?+

Not on Autopilot — that's research and a plan you run yourself. If you want hands-on help or a deeper custom scope, that's the Team track — just reach out.

Where do I ask questions about my report?+

Message me directly — @greycaptain on Telegram. Happy to walk through the reasoning or the numbers with you.

▸ Ready to stop guessing?

Pick a package.GET YOUR REPORT. SHIP.

Autopilot — $29 REQUEST CUSTOM SCOPE →

No contracts. No retainers. Pay once.

✶ Talk to a human

Still have questions?

Ask me directly, or follow on LinkedIn before you buy.

Ask me directly Follow on LinkedIn