Idea Research Tool

Platform for validating and researching startup ideas through market analysis, competitive research, and trend insights · market research

DEAD SLOW · CAUTIOUS

5.4 ShipScore / 10

Strong time-leverage; entry brutal — Trendtrack's $550k and Distribb's +22%/mo dominate.

Condition: Only proceed if you own a proprietary data pipeline or serve one narrow vertical (e.g. regulated-industry or specific marketplace idea validation) that Trendtrack and Distribb do not index.

Part I — The Verdict what the instruments read

01 — The ShipScore breakdown

Control

Own SaaS, but insight quality depends on scraped X/Reddit/store data feeds

Entry barriers

E2 — Trendtrack $550k plus Distribb widening +22%/mo; weekend-cloneable dashboards

Need

Verified category spend ($550k/$23k/$13k) but idea names no distinct wedge

Time-freedom

Automated research reports, no per-client manual labor implied

Scale

Global founder/indie-hacker audience, digital delivery, no local limits

What the five commandments measure

C — Control	Do you own the customer, or does a gatekeeper stand between you and revenue?
E — Entry	How hard is this to copy once it works? A rival's existence isn't the question — the durability of their advantage is.
N — Need	Is demand proven with money rather than vibes?
T — Time	Can income detach from your hours, or did you buy yourself a job?
S — Scale	How far does it reach without linear cost?

Scored on the evidence below, against CENTS as we've adapted it plus a Buffett-style moat reading of every rival — the same referee for every idea, including the ones we generate ourselves. The verdict follows the arithmetic: we never relabel a score to make it read better, and the weakest commandment is always named. The exact rubric stays in-house so the scale can't be written for.

02 — The pace test — $1M/yr

At $49/mo (assumed category price), you need 1,701 subscribers for a $1M/yr pace.

Nearest tracked rivals on that curve:

Trendtrack

$550k 100%

X · active

Distribb

$23k 27%

↑ moat widening · +22%/mo

Glamour

$13k 16%

A rival's moat trend is its verified-revenue trajectory, not its rating — a 4.9★ incumbent with eroding revenue is a different opponent than a widening one. How it's computed →

Part II — The Evidence the receipts, good and bad

03 — Rival scan — corpus tracks 3 similar

Trendtrack	verified MRR $550k · CENTS 7.8 · X-chatter: some (x)	X · active
Distribb	verified MRR $23k · CENTS 6.2 · revenue trend: widening (+22%/mo) (trustmrr)	↑ moat widening · +22%/mo
Glamour	verified MRR $13k (trustmrr)

Trendtrack — $550k verified MRR and CENTS 7.8 — entrenched category leader with data scale
Distribb — $23k MRR growing +22%/mo — actively compounding into the same lane
Echovane — $1.0M funded; can buy data, distribution and outspend a bootstrapper

04 — Demand evidence

Trendtrack at $550k verified MRR proves founders pay for trend/market research
Distribb $23k MRR widening +22%/mo shows demand still expanding, not saturating
Glamour $13k verified MRR — third paying product in the same space
Zero Reddit signals and near-zero specific complaints: no articulated unmet pain to attack

Funding heat

Echovane — $1.0M unknown 2026-08

05 — Risks

Undifferentiated me-too: incumbents already own the verified spend
Data acquisition costs (X API, scraping) rise while price ceiling stays low
Free AI prompts and Fetch.ai agents commoditize the core output
Churn is savage — founders validate once, then cancel

06 — Kill switches — what kills this with one decision

X/Twitter API pricing or access policy — Sentiment layer dies or margin collapses overnight
Reddit API terms — Loses the main complaint-mining source competitors rely on
OpenAI/Anthropic-style general research agents shipping free idea validation — Product becomes a redundant wrapper with no reason to pay

Part III — The Plan if you insist on proceeding

07 — What this scan can't tell you

Cannot tell Trendtrack's retention or how defensible its data pipeline actually is
No pricing or churn data for any tracked rival in this space
Cannot verify whether Echovane targets founders or enterprise research buyers

Scores judge the market and business model — not your ability to execute. Verified MRR = independently tracked revenue; reviews/upvotes = platform-reported. Judged 2026-08-11.

08 — The wedge & the next step

Pick one vertical or one marketplace (e.g. Shopify app or regulated-niche ideas) and own proprietary validation data there instead of generic trend dashboards.

Cheapest next step: Post a one-page teardown validating 3 real strangers' ideas manually, charge $29 upfront, and count how many pay.

Not quite it? Spin the model

Business-model variations of this idea, engineered to beat 5.4 — different vertical, audience, model, or wedge. Same harsh scale. Pro feature.

One evidence-backed gap a day, free

Close — but conditional. Every morning the engine files one mined gap, scored on the same harsh scale as this one. Free at 7am AEST, unedited.

Free forever · one email a day · unsubscribe in one click.

Monitor this idea

Weekly re-scan against the live corpus. If the market moves this ShipScore by a point, or flips the verdict, you hear about it. Free while we're small.