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Private, browser-based bulk LinkedIn connection manager

AI-discovered

Problem

Sales professionals who run automated LinkedIn outreach end up with thousands of connections they don't actually know, and their feed becomes unusable noise. LinkedIn offers no native bulk unfollow/remove, and the poster explicitly says they'd pay for a solution today.

Opportunity

A privacy-first browser extension that bulk reviews, tags, unfollows and removes LinkedIn connections locally without sending data to any server — targeting the huge population of sales and recruiting professionals drowning in connection clutter.

Market analysis

The pain is real and the willingness to pay is explicit, but the exact product already ships as free or near-free Chrome and Firefox extensions, including at least one (Unpend) that also runs entirely inside the browser. What is left is a marketing race in a category users discover once, use once, and uninstall.

Market · Sales, recruiting, and outreach professionals; the surrounding LinkedIn automation segment is large and heavily monetized (Expandi, Dripify), but cleanup specifically is treated as a free utility.

Pricing · Outreach automation subscriptions run per-account and reach substantial monthly fees, yet the existing cleanup extensions are free or cheap one-time purchases; realistic ceiling is a low one-time or few-dollars monthly tier.

score 4/10 by glm-5.1

Pros

  • + Explicit, immediate willingness to pay stated in the source itself.
  • + Local-only processing is a genuine trust differentiator versus server-side competitors.
  • + Small, shippable scope: an MVP is tags, filters, and rate-limited bulk actions.

Cons

  • − Crowded: Connection Remover Pro, Unpend, and open-source mass unfollowers already cover the workflow.
  • − One-shot utility: once the network is clean, retention and recurring revenue collapse.
  • − LinkedIn ToS and anti-automation enforcement put the whole category at platform risk.

Source

r/SomebodyMakeThis (Reddit)

Open original thread ↗

The honest read is that this is a feature, not a company: the free extensions win on price, so the only durable position is becoming the safe one, with conservative rate limiting and a “keep your account healthy” pitch that the scrapers cannot make credibly. If anything is worth building here, it is network hygiene as a subscription: not just one bulk purge, but continuous monitoring of connection quality with quarterly cleanup suggestions, aimed at sales teams rather than individuals. That converts a one-shot utility into a recurring seat-based product riding the same budget line as the outreach tools that created the mess in the first place.