ShopProfit Radar

Profit and ad-spend analytics dashboard for TikTok Shop sellers tracking margins per SKU and campaign; targets solo e-commerce operators. · E-commerce Analytics

STOP · SKIP

4.4 ShipScore / 10

Productized time score strongest; control weakest — TikTok's API owns your business.

Condition: Only proceed if 10 sellers prepay $79/mo before you write code, and you serve multi-channel (Amazon/Shopify/Meta) so TikTok is one connector, not the whole product.

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

Nearest tracked rivals on that curve:

Mergoio - TikTok Shop Profit Analysis Tool

$0k 1%

Unnamed app (Denys Lunov)

$1k 1%

RealCPA

$7k 8%

Dalea AI

$1k 1%

Part II — The Evidence the receipts, good and bad

03 — Rival scan — corpus tracks 5 similar, 3 stalled under $2k MRR

Mergoio - TikTok Shop Profit Analysis Tool	verified MRR $0k (trustmrr)
Adle AI	29 reviews · 4.3★ (appsumo)
Unnamed app (Denys Lunov)	verified MRR $1k (x)
RealCPA	verified MRR $7k (x)
Dalea AI	verified MRR $1k (x)

RealCPA — Only tracked player with real traction at $7k MRR — proves the ceiling and already owns the ad-profit angle.
Mergoio - TikTok Shop Profit Analysis Tool — Direct feature-for-feature match on TikTok Shop profit analysis, already shipped and at $0k MRR — a live warning label.
Adle AI — 29 reviews at 4.3★ via AppSumo distribution; lifetime-deal pricing poisons the willingness to pay monthly.

04 — Demand evidence

3 of 5 tracked comparables verified under $2k MRR — Mergoio at $0k, Denys Lunov's app at $1k, Dalea AI at $1k.
Best case in the corpus is RealCPA at $7k MRR; that's the realistic ceiling, not the floor.
Zero Reddit signal for these keywords — no visible complaint volume or organic pull.
No funded companies tracked in or near the space: investors aren't seeing a market here either.

05 — Risks

TikTok Shop API access and rate limits are granted at TikTok's discretion; the product is a tenant, not an owner.
Profit dashboards are a feature, not a company — TikTok Seller Center or the seller's existing analytics tool can absorb it for free.
Solo e-commerce operators are low-ACV, high-churn buyers who quit when a store stalls.
Corpus shows repeated attempts stalling under $2k MRR, suggesting distribution, not build difficulty, is the wall.

06 — Kill switches — what kills this with one decision

TikTok Shop Partner/Open API program — Revokes or restricts your app's data scopes and the dashboard goes blank overnight for every customer.
TikTok Seller Center native reporting — Ships per-SKU margin and ad-ROI views for free, erasing the entire value proposition.
US TikTok regulatory/divestiture action — Any forced shutdown, ownership change, or Shop suspension wipes out your whole addressable market at once.

Part III — The Plan if you insist on proceeding

07 — What this scan can't tell you

Cannot tell whether RealCPA's $7k MRR comes from TikTok sellers specifically or from broader ad-spend customers.
No visibility into churn or retention for any tracked comparable — MRR snapshots hide whether these tools stick.
Cannot assess how permissive TikTok's current API terms are for third-party profit analytics resale.

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

Be the multi-channel profit ledger (TikTok + Shopify + Meta + Amazon fees) so no single platform's API is your lifeline, and lead with COGS/fee reconciliation sellers currently do in spreadsheets.

Cheapest next step: DM 20 active TikTok Shop sellers this week asking for their current profit-tracking spreadsheet and offer a $79/mo prepaid pilot — count how many send money, not compliments.

Not quite it? Spin the model

Business-model variations of this idea, engineered to beat 4.4 — different vertical, audience, model, or wedge. Same harsh scale. Pro feature.

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This one got a skip. Every morning the engine files one mined gap that could be a yes — idea, score, and what holds it back, free at 7am AEST. Unedited, like this verdict.

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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.