ShadeBridge

Shade-matching and virtual try-on embed for Shopify stores that maps selfies to brand SKUs and competitor equivalents; $199-$399/mo per cosmetics brand. · Shopify app cosmetics

DEAD SLOW · CAUTIOUS

5.0 ShipScore / 10

Shade-equivalent data offers a moat path; weakest is unproven demand and Shopify dependence.

Condition: Must be true: 5+ cosmetics brands pre-commit at $199+/mo, and selfie shade accuracy holds across deep and light skin tones.

Part I — The Verdict what the instruments read

01 — The ShipScore breakdown

Control

C4: pitched as a Shopify embed, so it lives inside Shopify's app store.

Entry barriers

E5: Banuba Tint already ships; a competitor shade-mapping database could become a moat.

Need

N4: try-on rivals stall at $0-2k MRR; no Reddit signals, near-zero chatter.

Time-freedom

S6: SaaS is recurring, but per-brand SKU and shade mapping needs manual onboarding.

Scale

S6: global indie beauty on Shopify, but a narrow B2B buyer pool.

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 $249/mo (assumed category price), you need 335 subscribers for a $1M/yr pace.

Nearest tracked rivals on that curve:

Outfii - Virtual Try-On

$0k 0%

Photta

$2k 3%

→ moat stable

vtry AI

$0k 0%

The Influencer AI

$4k 5%

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, 2 stalled under $2k MRR

Outfii - Virtual Try-On	verified MRR $0k (trustmrr)
Photta	verified MRR $2k · CENTS 6.4 · revenue trend: stable (trustmrr)	→ moat stable
vtry AI	verified MRR $0k (trustmrr)
The Influencer AI	verified MRR $4k (trustmrr)

Banuba Tint Virtual Try-On — An established AR SDK vendor already offers a Shopify embed for foundation shade matching.
Tryonixs — An AI VTO for cosmetics on Shopify launched in the same lane, so the slot is contested.
Photta — The only tracked try-on-adjacent product with revenue, at a stable $2k MRR. It caps what the lane has proven.

04 — Demand evidence

Tracked try-on apps show weak revenue: Outfii $0k, vtry AI $0k, Photta $2k MRR.
The Influencer AI is at $4k MRR, which is adjacent rather than shade-matching specific.
No Reddit demand signals found. X chatter is near-zero, mostly 0-1 like promo posts.
Thin evidence overall. The category is established among enterprise beauty brands, but small-brand willingness to pay is unproven.

05 — Risks

Inaccurate shade matching on diverse skin tones damages brand trust and drives churn.
Indie Shopify brands may balk at $199-$399/mo for a conversion feature.
Mapping competitor equivalents may draw trademark or brand-data objections.
Better-funded AR vendors like Banuba can add competitor mapping quickly.

06 — Kill switches — what kills this with one decision

Shopify App Store — A policy change, a native Shopify try-on feature, or delisting cuts off the primary distribution channel.
Competitor brand data sources — If scraping competitor shade and SKU data is blocked or legally challenged, the cross-brand wedge disappears.

Part III — The Plan if you insist on proceeding

07 — What this scan can't tell you

The scan cannot measure shade-matching accuracy or conversion lift, which is the real buying trigger.
Enterprise beauty VTO revenue (non-Shopify players) is not tracked in this corpus.
It cannot tell whether brands want competitor-equivalent mapping shown on their own storefront.

Scores judge the market and business model — not your ability to execute. Verified MRR = independently tracked revenue; reviews/upvotes = platform-reported. Judged 2026-10-15.

08 — The wedge & the next step

Cross-brand shade-equivalent database ("you wear X's 220, try our Medium Warm") for indie foundation brands switching shoppers from big brands.

Cheapest next step: DM 30 indie foundation brands on Shopify offering a manual 'competitor shade finder' pilot at $199/mo, and count paid commitments.

Not quite it? Spin the model

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