Idea Research Tool

Platform for researching and validating business ideas through market analysis, competitor research, and trend data for entrepreneurs and innovators. · Market Research Software

DEAD SLOW · CAUTIOUS

5.6 ShipScore / 10

Strongest: time-freedom automation. Weakest: entry — cloneable lane, Trendtrack dominating, launches weekly.

Condition: Only proceed if you own a data asset rivals can't scrape — e.g. verified revenue/failure outcomes tied to ideas — and a distribution channel beyond launch platforms.

Part I — The Verdict what the instruments read

01 — The ShipScore breakdown

Control

C6 — own SaaS, but data lifeline is Reddit/App Store/X scraping.

Entry barriers

E2 — Trendtrack $550k plus six recent AI-validation launches; weekend-cloneable.

Need

N5 — real category spend, but idea names no wedge incumbents lack.

Time-freedom

T8 — subscription reports, no per-customer human labor implied.

Scale

S7 — global founder audience, but small, churn-prone buyer segment.

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 $39/mo (assumed category price), you need 2,137 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%

ReddGrow AI

$11k 13%

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 4 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)
ReddGrow AI	verified MRR $11k (trustmrr)

Trendtrack — $550k verified MRR and CENTS 7.8 — the category's gravitational center.
Distribb — $23k MRR widening +22%/mo; compounding fast in adjacent validation/distribution.
GoorPivot / RightIdea / Biovator — Fresh launches shipping the exact AI-dossier feature set in days, near-zero price floor.

04 — Demand evidence

Trendtrack at $550k verified MRR proves entrepreneurs pay for trend/market data.
Distribb $23k MRR with +22%/mo widening trend — spend is growing, not stalling.
Glamour $13k and ReddGrow AI $11k show a long tail of paying small tools.
Zero Reddit signals and only 'some' X chatter with low engagement on specific tools — pull is unproven at the wedge level.

05 — Risks

Undifferentiated me-too: the tracked spend belongs to Trendtrack, not a new entrant.
Buyer is pre-revenue founders — thin wallets, brutal churn after one idea.
AI-generated 'market analysis' is commodity output; six launches already prove it.
No moat: any competitor replicates the report format in a weekend.

06 — Kill switches — what kills this with one decision

Reddit / X API pricing or terms — Loses the complaint-mining data layer that makes reports credible.
App Store review scraping enforcement — Kills the differentiated 'real user complaints' input source overnight.
Trendtrack shipping a free validation tier — Incumbent with $550k MRR bundles your entire product to zero.

Part III — The Plan if you insist on proceeding

07 — What this scan can't tell you

Cannot tell whether these tools' revenue retains past month three or churns hard.
No pricing or conversion data from any tracked rival to model unit economics.
Cannot verify how much of Trendtrack's $550k overlaps idea validation vs trend feeds.

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

Ditch AI speculation: validate against a proprietary dataset of real launch outcomes — what actually made money and what died — so the verdict cites evidence, not a generated SWOT.

Cheapest next step: Post one manual, evidence-cited validation dossier for a stranger's idea on X/IndieHackers, charge $49 for the next five, and count buyers this week.

Not quite it? Spin the model

Business-model variations of this idea, engineered to beat 5.6 — 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.

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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.