The iScaleLabs stack
Every tool is vibe-coded, ships in public, and runs on anonymous contributions from the community. Installing one of them is how you help everyone else.
Tools in the lab
Each app solves a real POD research bottleneck — built and shipped in public, one tool at a time.
Pintwist
Open-source Pinterest research
Open-source Pinterest research for print-on-demand sellers. Overlays save counts, reactions, comments, repins, and creation dates on every pin; sort, filter, build a local catalog, and export CSV — 100% local, no account or backend. Apache-2.0 on GitHub.
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iScale Etsy
Etsy product research
Etsy research lane for finding product angles, shop patterns, listing opportunities, and marketplace signals that turn print-on-demand ideas into sharper Etsy execution.
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iScale Merch
Amazon Merch niche research
Merch by Amazon command lane for POD operators: BSR, recent-upload dates, and competition density surfaced right on Amazon search pages, plus listing strategy and Chrome-extension workflows.
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iScale Listings
Listing intelligence
Turns niche research into titles, bullets, descriptions, tags, and publish-ready product metadata across POD marketplaces.
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AutoMerch
Merch upload automation
Merch by Amazon upload automation: folder-first preparation, upload-only workflows, listing metadata handling, and operator-safe automation for scaling catalog work.
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Amazon Ads Control
Local-first Ads control plane
A local-first control plane for Merch and Amazon Ads: dashboard mapping, read-only mirrors, approval packets, dry-run changes, and operator-safe ad recommendations.
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iScale Images
POD image pipeline
Image-generation and asset pipeline for POD: prompt queues, transparent cleanup, variation systems, and product-ready image operations.
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iScale Keywords
Keyword + trademark research
Keyword and trademark research for POD operators, built to separate usable listing language from risky terms before products go live.
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