SellerPulse

Platform-specific profit analytics (accounting for fees, ads, returns) for Etsy and Amazon sellers via API integration, sold as flat monthly subscription. · E-commerce Analytics SaaS

DEAD SLOW · CAUTIOUS

5.2 ShipScore / 10

Strong time-freedom and scale; entry brutal — Amazon profit analytics is saturated.

Condition: Only build if you lead with Etsy-first profit analytics (underserved by Sellerboard/Helium 10) and land 20 paying Etsy sellers at $29/mo before touching Amazon.

Part I — The Verdict what the instruments read

01 — The ShipScore breakdown

Control

Entry barriers

Need

Time-freedom

Scale

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 $29/mo (assumed category price), you need 2,874 subscribers for a $1M/yr pace.

Nearest tracked rivals on that curve:

Peekaboo

$43k 52%

RealCPA

$7k 8%

Mergoio - TikTok Shop Profit Analysis Tool

$0k 1%

Part II — The Evidence the receipts, good and bad

03 — Rival scan — corpus tracks 3 similar, 1 stalled under $2k MRR

Peekaboo	verified MRR $43k · CENTS 6.8 (trustmrr)
RealCPA	verified MRR $7k (x)
Mergoio - TikTok Shop Profit Analysis Tool	verified MRR $0k (trustmrr)

Peekaboo — Verified $43k MRR proves the category works — and that a funded-by-revenue incumbent already owns mindshare.
RealCPA — $7k verified MRR on ad-profit attribution; overlaps directly with your fee/ads margin pitch.
Mergoio (TikTok Shop Profit Analysis) — $0 MRR is the cautionary rival: same product shape, different platform, zero traction — shows distribution, not features, decides.

04 — Demand evidence

Peekaboo at verified $43k MRR shows sellers do pay recurring for profit analytics.
RealCPA at $7k MRR confirms a second paying pocket around ad-cost/profit attribution.
Mergoio at $0k MRR — 1 of 3 tracked similars stalled under $2k, so the category is not a free ride.
Zero Reddit demand signals for these keywords: no organic complaint volume found to validate the specific Etsy/Amazon framing.

05 — Risks

Amazon SP-API and Etsy Open API are the entire product; both are rented, rate-limited and revocable.
Sellerboard, Helium 10 and Jungle Scout already bundle profit dashboards at $19-50/mo, compressing your price ceiling.
Flat monthly pricing on per-seller API/data cost means heavy sellers can be gross-margin negative.
No demand signal found means you'd be paying for cold outbound to a channel-fatigued seller audience.

06 — Kill switches — what kills this with one decision

Amazon SP-API developer approval / policy — Amazon revokes or restricts your app's data roles and the Amazon half of the product goes dark overnight.
Etsy Open API v3 access review — Etsy tightens commercial app approval or rate limits and the Etsy wedge — your only differentiator — disappears.
Incumbent bundling — Helium 10 or Sellerboard ships full Etsy support in one release and your entire positioning evaporates.

Part III — The Plan if you insist on proceeding

07 — What this scan can't tell you

Cannot tell whether Etsy sellers' margins are large enough to justify a $29/mo analytics line item at their typical revenue.
Cannot verify current Amazon SP-API approval difficulty or per-call cost for your specific data roles.
Cannot see churn or CAC behind Peekaboo's $43k MRR — the number may hide a brutal retention curve.

Scores judge the market and business model — not your ability to execute. Verified MRR = independently tracked revenue; reviews/upvotes = platform-reported. Judged 2026-08-02.

08 — The wedge & the next step

Etsy-first: incumbents are Amazon-obsessed, so own Etsy fee/ads/returns true-profit and treat Amazon as an upsell, not the pitch.

Cheapest next step: Post a plain-language 'what your Etsy order actually netted after fees, ads and returns' teardown of 10 real sellers' data in Etsy seller forums/Discords this week and count who asks for it monthly.

Not quite it? Spin the model

Business-model variations of this idea, engineered to beat 5.2 — 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.