Product Spy Hub

Product research for print-on-demand sellers

Data scope

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Tracked products
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In the current view
Early Breakouts
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High ΔBSR acceleration (<45d)
Avg velocity score
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No watchlist match
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Export CSV

Cross-Marketplace Niche Arbitrage Radar

Niches with listings on one tracked marketplace and few or none on another. Listing counts are observed; sales and velocity are estimates.

0 · none yet 1 listing 2+ listings

Listings per marketplace

Counts are observed listings. 0 · GAP means a tracked marketplace has no listings for that niche yet.
Niche Cluster Arb Score Velocity Est. sales/mo (sum) What the data shows

Category taxonomy & keyword bank

Nice class → category → root niche → long-tail keywords collected from marketplace autocomplete. Trademark status is a rule-based screen, not legal clearance.

Keyword Nice class / vertical Root niche Source Observed Trademark

Trademark check

Checks a listing title against Finiche’s built-in watchlist of well-known marks, including spaced-out spellings (D.i.s.n.e.y), number swaps (M4rvel) and one-letter typos (Pokemom). It does not query trademark office databases, so confirm on USPTO before you publish.

Built-in watchlist
Test Evasion Presets:

4-Layer Anti-Ban Detection Engine

01
Zero-Width & Diacritic Stripping

Strips invisible Unicode characters (U+200B..U+200D) and normalizes NFKD accents before evaluation.

02
Dotted / Spaced Acronym Collapse

Reconstructs split character sequences like D.i.s.n.e.y or N I K E into canonical tokens.

03
Homoglyph & Leetspeak Decoder

Maps numeric/symbol substitutions (0→o, 1→i, 3→e, 4→a, 5→s, @→a) and Cyrillic lookalikes.

04
Bounded Levenshtein Fuzzy Radar

Catches 1-edit-distance typos on major marks (Pokemom → Pokemon) across Nice Classes 025, 016, 021, 028.

7-Point Fingerprint Consistency Audit
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WebRTC, Timezone, WebGL OS/GPU, Worker UA & Native Getter Prototype

Zero-Knowledge ECIES Team Key Fingerprint
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ECDH P-256 + HKDF-SHA256 + AES-256-GCM · Member credential stripping

Distributed Profile Lease Lock
HTTP 423

Prevents simultaneous multi-device cookie & IndexedDB corruption

Multi-Region Browser Profiles & Proxy Kill-Switch

SHOP profiles enforce Camoufox C++ isolation, zero extensions, and strict Proxy Kill-Switch.

Collection status

Products currently stored per marketplace and when each marketplace was last observed.

Marketplace Products Last observed
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How listings are verified

A listing reported by a browser extension is held until a second independent reporter confirms it within 24 hours (BSR within 25%). Listings from Finiche’s own collectors are accepted directly.

Collector safeguards

Restart cooldown
At least 5 minutes between automated collector restarts.
Collector rights follow the admin role
The isCollector flag is removed when the admin role is revoked.
Local bridges need a token
The local automation API (port 4310) and background-removal bridge (port 4311) check a token with a constant-time compare.

Global & Local Pricing Catalog (USD Stripe/LemonSqueezy vs VND VietQR)

Signed browser extensions

Each helper is signed with an offline Ed25519 key and unpacked with Zip-Slip protection.

Modelled by Finiche from the Best Sellers Rank (blended with Amazon’s “bought in past month” figure when shown). Not measured sales.

Finiche score from 0 to 100, computed from rank, rank trend, review growth and data age. A ranking aid, not a measurement.

Sum of the per-product sales estimates in this view. Each one is modelled from the BSR, so the total is an estimate too.

Flagged by Finiche’s model when the rank improves quickly on a listing younger than 45 days. A model output, not a sales count.

Share of listings with no match in Finiche’s built-in watchlist of well-known marks. Not a trademark-office search.

Listings are grouped into niches by title. Averages and sums combine per-product estimates, so they are estimates too.

Finiche score from estimated demand and listing gaps, compared only across marketplaces Finiche tracks.

Signal computed by Finiche’s model from the observed rank and reviews.