GS GapScout Get early access
Public market research, not a copy machine.

Find weak products worth building better.

Stop cloning what's already winning. Scan AppSumo, Product Hunt, and SaaS pages, get a Build / Niche Down / Avoid verdict plus a directional revenue band, then copy a build-ready Claude Code command — original, legally distinct, and aimed at the gap you just spotted.

Install the extension See how it works
  • Verdict in < 10 seconds, no API key.
  • Six 0–10 scores: demand, pain, weakness, build, monetisation, distribution.
  • Copy-paste Claude Code command that builds a legally distinct MVP.
  • Runs fully on-device. No data leaves your browser.

GapScout is for public market research and opportunity analysis only. Do not copy competitor branding, code, UI, wording, private data, protected workflows, customer data, or protected IP. Build legally distinct products around underserved customer pain, missing features, and niche gaps.

The problem

Builders pile into hyped categories and re-skin the obvious winners. Most ship clones nobody wanted and burn months learning that the market was already saturated, mis-targeted, or unwinnable on distribution.

  • Hard to tell "validated" from "crowded".
  • Easy to mistake hype for real, paying demand.
  • No quick way to read pain, pricing, and weakness from one page.
  • Risky to copy — and lazy clones rarely beat the original.

How it works

  1. 1

    Open a product page

    AppSumo, Product Hunt, Dealify, any SaaS landing page.

  2. 2

    Click Scan Opportunity

    GapScout reads visible public text only — headings, CTAs, pricing signals, social proof.

  3. 3

    Read the verdict

    Build, Niche Down, Watchlist, or Avoid — with scores you can defend.

  4. 4

    Copy a build command

    Paste straight into Claude Code or Codex to scaffold a legally distinct MVP.

Example report

Niche Down

Generic "AI productivity" SaaS

Overall opportunity: 64 / 100

Demand
7/10
Pain severity
6/10
Competitor weakness
7/10
Build difficulty
6/10
Monetisation
7/10
Distribution
6/10

Niche wedge

Re-aim the workflow at a specific vertical (e.g. solo consultants) with a 1-job, 1-screen flow and transparent pricing.

Legally distinct idea

A focused, original tool that solves the same underlying pain with new UX, new copy, and no derivative branding.

Who it's for

Founders

Pick the right next bet without copying.

Indie hackers

Spot ignored niches before everyone else.

Agencies

Pitch clients with defensible opportunity reads.

SaaS operators

Pressure-test competitor landings in 10 seconds.

Pricing

Founding lifetime deal capped at the first 100 builders. Locks future Pro features in at one payment. No upsell ladder.

Free

$0

3 scans per month

  • On-device mock analysis
  • Local saved reports
  • Markdown export
  • Claude Code build command
Most popular

Builder

$9/mo

  • Unlimited scans
  • Future AI proxy analysis (opt-in)
  • Saved reports
  • Priority support

Pro

$19/mo

  • All Builder features
  • Bulk exports
  • Saved-report diff mode (planned)
  • Team workspace (planned)
Founding deal

Lifetime Early Access

$59 one-time

  • One payment, no renewals
  • All Pro features as they ship
  • Founding-builder Discord
  • Capped at 100 seats

FAQ

Is this legal? Are you helping me clone products?

No. GapScout reads publicly visible page text and points you at gaps in the market. The build command it generates explicitly tells you (and Claude Code) not to copy branding, code, UI, wording, private data, protected workflows, customer data, or any protected IP. Use the signal to build a legally distinct product around underserved pain.

What data leaves my browser?

Nothing in MVP. All analysis runs locally. Saved reports live in chrome.storage.local. No analytics, no telemetry, no tracking. See the privacy policy.

Does it actually use AI?

MVP uses a deterministic on-device scoring engine, not an LLM. A future opt-in AI proxy mode is planned but disabled in this version. The exported Claude Code command is the AI step — you paste it into Claude Code or Codex to scaffold the MVP.

Are the revenue bands real forecasts?

No. They're directional ranges derived from the signals on the page (monetisation clarity, demand cues, distribution difficulty). Treat them as anchors for your own thinking, not as projections.

What if I'm unhappy with the lifetime deal?

Email nitesh999@gmail.com within 14 days for a full refund, no questions.

Does it work on every site?

Works on any public HTTP(S) page. It will not run on chrome:// internal pages or the Chrome Web Store itself.

Stop cloning. Start finding the gap.

One verdict. One revenue band. One build command. Ship something original — and skip the six-month detour into someone else's category.

Claim a founding lifetime seat — $59

14-day no-questions refund. Capped at 100 seats.

GapScout is for public market research and opportunity analysis only. Do not copy competitor branding, code, UI, wording, private data, protected workflows, customer data, or protected IP. Build legally distinct products around underserved customer pain, missing features, and niche gaps.