Prospecting after the LinkedIn automation crackdown: what still works
The question
Your prospecting stack leaned on LinkedIn — automated connection requests, scraped profiles, enrichment waterfalls. Tools keep getting banned and data providers keep disappearing. What's actually happening, and what does a durable prospecting motion look like now?
What's actually true
The crackdown is real and recent, with named casualties:
- HeyReach was banned in March 2026. A LinkedIn-automation tool with real traction, cut off at the platform level.
- Proxycurl was sued and shut down in 2025. The enrichment API that many waterfalls quietly depended on ended in litigation, not a pivot.
- Apollo and Seamless had pages removed as part of the same enforcement wave.
The pattern: any motion built on multi-account LinkedIn rails — the rails tools like Gojiberry ($99/mo, unlimited leads metered by LinkedIn sender capacity) ride — sits on infrastructure the platform is actively dismantling. It can work until the day it doesn't, and the shutdown is not in your control.
Meanwhile the data-quality problem hasn't gone away at the incumbent end either: Apollo ($49–119/seat/mo, ~$150M ARR per sacra.com) carries 1,000+ G2 reviews on data inaccuracy, measured email accuracy reported at 65–80% versus a claimed 91% (prospeo.io), and a 2.9/5 Trustpilot rating with recurring complaints about credits burned on stale rows.
The durable alternative is public artifacts. A job posting is a signal nobody can ban you for reading: it's published, dated, and specific. A company posting its first RevOps or DevRel or security role has declared a buying moment in public. The honest framing (Amplemarket's, which we adopt) is that a hiring signal is a 7–30 day window — act inside it.
How to rebuild your motion yourself
- Inventory your current stack for platform risk. Anything that logs into LinkedIn with automation, or enriches from scraped profile data, is on borrowed time. Decide now what breaks if it disappears tomorrow.
- Shift the signal layer to public artifacts: career pages of named accounts (checked directly and politely, respecting robots.txt) and licensed postings data (TheirStack's API covers 172M+ postings, from $59/mo).
- Shift the outreach layer to rails you own: email with full CAN-SPAM/CASL/GDPR compliance, or genuine in-channel engagement where the prospect already is.
- Keep the evidence chain. Every row in your pipeline should link to the public artifact that put it there. This isn't just compliance hygiene — it's what makes your outreach specific enough to get answered.
- Sell the delta. Re-run weekly and act only on new signals; a stale posting is a wasted send.
The tool-shaped version
HireSignals is this motion productized: a $49 ICP snapshot of companies hiring your trigger role right now, every signal linked to its actual public posting, drafted opener included. No LinkedIn scraping, no black-box scores, and an empty result costs you nothing.