---
id: ins_emails-will-let-know-next
operator: Alan Zhao
operator_role: 'Co-founder, Head of Marketing, Product Strategy and AI @ Warmly.ai | Building the GTM Brain | #1 Context Graphs for GTM Agents & Humans'
source_url: https://www.linkedin.com/feed/update/urn:li:activity:7425344469039996928/
source_type: thread
source_title: 'I''ve been automating our own GTM at Warmly with with Warmly + Claude Code Agent SDK and here''s wh'
source_date: 2026-04-10
captured_date: 2026-05-02
domain: [pmm, gtm, strategy]
lifecycle: [launch, strategy-bets]
maturity: frontier
artifact_class: framework
score: { originality: 3, specificity: 5, evidence: 3, transferability: 4, source: 4 }
tier: A
related: []
raw_ref: raw/linkedin/reactions/linkedin-reactions-2026-04-10.md
---

# - Emails: Will let you know next week. Aleksandar Lepidovski running it right now

## 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)