Claim
I've been automating our own GTM at Warmly with with Warmly + Claude Code Agent SDK and here's what you need to do: 1. Integrate all your systems. For us it's HubSpot (CRM activity stream), Slack (internal discussions on deals), Sybill (call recording), BuiltWith (technographics), Warmly, (signals, chat conversations, enrichment/web research).
Mechanism
- Ads: 50% reduction in CPC, 3x improvement in CTR for the exact same ad creative after a week of running.
Conditions
Holds when: the operating context matches the post's stated frame (team shape, stage, tooling, buyer type).
Fails when: the practice is lifted into a different stage or buyer context without reworking the underlying mechanism.
Evidence
"- Emails: Will let you know next week. Aleksandar Lepidovski running it right now!"
— Alan Zhao, LinkedIn, 2026-04-10
Signals
- Automatically sync the contacts directly to LinkedIn Ads.
- Ads: 50% reduction in CPC, 3x improvement in CTR for the exact same ad creative after a week of running.
- Emails: Will let you know next week. Aleksandar Lepidovski running it right now!
Counter-evidence
No opposing view in current corpus.
Cross-references
- (none in current corpus)