Pintwist
Pinterest trend detection for print-on-demand researchers.
Pintwist overlays save counts, reactions, comments, repins, and creation dates on every Pinterest pin you browse. Those signals feed into an aggregated dataset that surfaces trending niches across the whole iScaleLabs community — often days before the trend is obvious on any single pin.
What it does
Overlay on every pin
Save count, reactions, shares, repins, comments, and creation date shown right on the pin tile. No clicks needed.
Cross-user trend detection
When 40 different installs all see the same pin in a week, Pinterest is amplifying it. That's a signal no single-user tool can surface.
Niche discovery
Aggregate by search term. See which niches are heating up, which are saturating, and which are collapsing — week over week.
Anonymous by design
Your contribution uses a random install ID — not your iScaleLabs account. The dataset is collective; your identity stays private.
Install
Pintwist is currently distributed as an unpacked Chrome extension. A Chrome Web Store release is in progress.
- 1Request the Pintwist zip (early access, community members only).
- 2Unzip anywhere on your machine.
- 3Chrome →
chrome://extensions→ enable Developer mode → Load unpacked → pick the folder. - 4Click the Pintwist icon in your toolbar → Sign in with iScaleLabs → browse Pinterest. Overlays appear automatically.
What Pintwist collects
Contributed while you browse
- • Pinterest pin IDs you view
- • Public metrics for those pins (saves, reactions, shares, repins, comments, creation date)
- • The Pinterest URL you're on (only
pinterest.comURLs — other URLs are discarded server-side) - • A random install ID generated on your device (not linked to your account on our side)
Never collected
- • Your Pinterest account or credentials
- • Your name, email, or identity (beyond Clerk sign-in for the iScaleLabs community itself)
- • Any data from sites other than Pinterest
- • Private boards, pin images themselves, or personal pins
Full details in the iScaleLabs Privacy Policy.