Privacy First
All AI personalization runs locally using Ollama. Lead data never leaves your infrastructure.
Complete end-to-end playbook for lead sourcing, enrichment, scoring, personalization, and outreach with deliverability protection.
Version 1.0 — March 2026This playbook defines the complete go-to-market system, from lead acquisition through conversion. It covers every stage including sourcing, enrichment, scoring, AI personalization, outreach, and deliverability protection. The system is designed with privacy first, deliverability protection, hyper-personalization, and safeguards throughout.
All AI personalization runs locally using Ollama. Lead data never leaves your infrastructure.
Multiple safeguards prevent domain burning, IP blacklisting, and mailbox suspension.
Every outreach is customized using firmographics, intent signals, and local AI.
Phased GTM system: Launch → Ramp → Scale over 60-90 days to Q2 2026. Each phase builds on the previous with validated data and proven infrastructure.
| Phase | Contacts | Replies | Hot Leads | Meetings | Deals | Mailboxes | Domains |
|---|---|---|---|---|---|---|---|
| Launch | 5,000 | 250 | 100 | 20 | 4 | 25 | 10 |
| Ramp | 15,000 | 750 | 300 | 60 | 12 | 75 | 25 |
| Scale | 25,000 | 1,250 | 500 | 100 | 20 | 125 | 42 |
Funnel: 5% reply → 40% positive → 20% meeting → 20% close
1-5%
Cold email industry standard
5-8%
Above industry average
<2%
Poor list quality
<2%
Verified data only
| Feature | Typical Stack | Our Stack |
|---|---|---|
| Lead List Building | Manual research, limited data | Apollo/Prospeo (ICP-matched lists) |
| Lead Enrichment | Single provider, limited coverage | Clay (75+ providers waterfall) |
| AI Personalization | Third-party API (data leaves) | Local LLM via Ollama (privacy) |
| Email Infrastructure | Shared IPs, limited control | Shared or dedicated (Light Speed plan) |
| Tracking | Pixel tracking (hurts deliverability) | Plain text (protects reputation) |
| Cost at Scale | Higher at scale | Optimized for volume |
| Compliance | Manual | Built-in safeguards |
| Metric | Target | Metric | Target |
|---|---|---|---|
| Contacts | 5,000 | Mailboxes | 25 |
| Reply Rate | 5-8% | Domains | 10 |
| Hot Leads | 100 | Daily Volume | 1,250 |
| Meetings | 20 | Bounce Rate | <2% |
| Deals | 4 | Opt-Out Rate | <1.5% |
| Metric | Target | Metric | Target |
|---|---|---|---|
| Contacts | 15,000 | Mailboxes | 75 |
| Reply Rate | 5-8% | Domains | 25 |
| Hot Leads | 300 | Daily Volume | 3,750 |
| Meetings | 60 | Bounce Rate | <2% |
| Deals | 12 | Opt-Out Rate | <1.5% |
| Metric | Target | Metric | Target |
|---|---|---|---|
| Contacts | 25,000 | Mailboxes | 125 |
| Reply Rate | 5-8% | Domains | 42 |
| Hot Leads | 500 | Daily Volume | 6,250 |
| Meetings | 100 | Bounce Rate | <2% |
| Deals | 20 | Opt-Out Rate | <1.5% |
Emails go to spam
Solution: 42 domains at Scale phase. Immediate rotation to warm domains. 2-4 week recovery period.
Personalization stops
Solution: Fallback to template personalization. Queue requests until Ollama restored.
Reputation damage
Solution: Pause sends immediately. Audit list quality. Re-verify before resuming.
Account suspension risk
Solution: Immediate pause. Review consent and targeting. Address within 24 hours.
Processing delays
Solution: Queue leads locally. Process on quota reset. Scale to enterprise tiers.
Poor ROI
Solution: A/B test subject lines. Review targeting. Increase personalization depth.
| Tool | Purpose | Plan |
|---|---|---|
| Apollo/Prospeo | Lead list building, initial contact data | Growth/Pro |
| Clay | Waterfall enrichment (75+ providers), email verification | Launch/Growth |
| n8n | Workflow orchestration, routing, automation | Pro |
| RB2B | Warm signals (website visitors), lead scoring boost | Growth/Enterprise |
| Ollama | Local LLM personalization (privacy-first) | Free |
| Instantly | Email sending, warmup, multi-domain rotation | Hypergrowth/Light Speed |
| HubSpot | CRM, contact management, automation | Professional |
| LinkedIn Sales Nav | LinkedIn intelligence, warm outreach | Pro |
| Slack | Rep notifications, alerts | Free |
Purpose: Build initial outbound target lists. Find companies matching ICP, export contact lists (names, titles, company).
Role: Primary list building, not enrichment. Export to Clay for verification.
Purpose: Waterfall enrichment across 75+ data providers to find verified emails, company data, and intent signals.
Role: Takes raw lists from Apollo, enriches with verified data. Best-in-class for finding the one valid email.
Purpose: Central automation layer that orchestrates the entire GTM stack. Routes data between tools, applies conditional logic, triggers workflows.
Role: The "glue" - receives webhooks from Apollo/Clay/RB2B, routes to Ollama for personalization, pushes to Instantly for sending, syncs to HubSpot, alerts Slack.
Purpose: Identifies companies visiting your website in real-time. Provides warm signal for lead scoring boost.
Role: Supplementary signal layer, not primary lead source. Gives +20 points to any visitor from ICP company. Complements Apollo/Prospeo cold outbound.
Purpose: Local LLM for hyper-personalization without sending data to third parties.
Cost: Free (runs locally on your machine)
Purpose: Email sending infrastructure, warmup, multi-domain rotation, and Unibox reply management. Requires connected email accounts (Google Workspace).
| Plan | Emails | Contacts | Use For |
|---|---|---|---|
| Growth | 5K | 1K | Too small for 25K volume |
| Hypergrowth | 100K | 25K | 25K contacts (recommended) |
| Light Speed | 500K+ | 100K+ | 50K+ contacts |
Purpose: Email mailboxes for sending via Instantly. Each mailbox = 1 user account.
| Plan | Cost/User | Required For |
|---|---|---|
| Business Starter | $6/user/month | 125 mailboxes (Scale) = $750/month |
| Business Standard | $12/user/month | 125 mailboxes = $1,500/month |
| Component | Calculation | Value |
|---|---|---|
| Total Emails | 6 touches × 25K contacts | 150,000 emails |
| Sending Days | 8 weeks × 3 days (Tue-Thu) | 24 days |
| Daily Volume | 150K emails ÷ 24 days | 6,250 emails/day |
| Sending Windows | 2h morning + 2h afternoon | 4 hours/day |
| Mailboxes (50/mailbox) | 6,250 ÷ 50 | 125 mailboxes |
| Domains (3/domain) | 125 ÷ 3 | 42 domains |
| Capacity Check | 125 × 50 = 6,250 | Exact match |
| Per Mailbox Load | 50 emails ÷ 4 hours | 12.5 emails/hour |
| IP Management | Automatic via Instantly SISR | Automatic |
| Phase | Mailboxes | Domains | Google Workspace |
|---|---|---|---|
| Launch (5K contacts) | 25 | 10 | $150/month |
| Ramp (15K contacts) | 75 | 25 | $450/month |
| Scale (25K contacts) | 125 | 42 | $750/month |
| Phase | Duration | Emails/Mailbox/Day |
|---|---|---|
| Warm-up | 4-6 weeks | 10 (automatic via Instantly) |
| Post-warmup Week 1 | 7 days | 20 |
| Post-warmup Week 2 | 7 days | 30 |
| Post-warmup Week 3+ | Ongoing | 50 (max sustainable) |
Tracked pixels and redirect links add HTML signatures that email providers recognize as bulk senders. They flag your domain for spam folder placement or suspension. Send plain emails with a simple CTA asking for a reply.
This metric architecture tracks the entire lineage of a dollar—from the millisecond a domain rotates in Instantly, through the compute-cost of Ollama's personalization, to the final CAC Payback Period. This allows us to scale volume not just when it's "working," but when it's profitable.
Owned by: GTM Engineer / Architect
| Metric | Definition | Target |
|---|---|---|
| SISR Rotation Rate | Frequency of IP/Server sharding events per 10K emails | Monitor trends |
| Domain Reputation Score | SNDS/Postmaster score | >98% (Green zone) |
| Inbox Placement Rate | Seed list: Inbox vs. Promotions/Spam | >90% |
| Ollama Latency | Average seconds to generate personalized first line | <2 seconds |
| API Success Rate | % successful calls between n8n, Clay, Instantly | >99% |
| Hard Bounce Rate | Leads caught by verify-before-send filter | <0.5% |
Owned by: Growth Ops / Data Lead
| Metric | Definition | Target |
|---|---|---|
| Enrichment Match Rate | % raw leads from Apollo enriched by Clay waterfall | >80% |
| Signal-to-Action Latency | Time from intent signal to first email sent | <15 minutes |
| AI Hallucination Rate | % generated emails flagged for review | <2% |
| Intent Scoring Precision | Correlation between Intent Scores and Positive Reply Rates | >60% correlation |
Owned by: Marketing / SDR Lead
| Metric | Definition | Target |
|---|---|---|
| Open Rate | Infrastructure proxy metric | >65% |
| Positive Reply Rate (PRR) | The "Gold Metric" - positive responses | 5-8% |
| Negative Reply/Opt-Out Rate | Unsubscribes and negative replies | <1.5% (pause threshold) |
| Meeting Booked Rate | % of prospects that book a call | 20% of hot leads |
| Show-up Rate | % of bookings that attend | >80% |
Owned by: CEO / CFO / Architect
| Metric | Definition | Formula | Target |
|---|---|---|---|
| Ad-CAC | Spend on signals (Apollo, RB2B) | Signal tool costs / new customers | Track monthly |
| Tech-CAC | Software + infrastructure costs | (Stack cost - signals) / new customers | Track monthly |
| Fully-Loaded CAC | Including GTM team payroll | Total GTM cost / new customers | Monitor vs. LTV |
| CAC Payback Period | Months to recover CAC | CAC / (ACV × Gross Margin) | <12 months |
| Magic Number | Net New ARR / Total GTM Spend | Net New ARR / GTM Spend | >1.0 |
| LTV:CAC Ratio | Lifetime Value vs. Acquisition Cost | LTV / CAC | >3:1 |
| Cost Per Meeting (CPM) | GTM Stack cost / meetings booked | Total cost / meetings | Track by phase |
| Pipeline Contribution | % pipeline from automated outbound | Outbound pipeline / total | Track growth |
Owned by: Legal / Architect
| Metric | Definition | Target |
|---|---|---|
| Unsubscribe-to-Complain Ratio | Opt-outs vs. spam complaints | >10:1 |
| GDPR Erasure Latency | Time to scrub lead data on request | <72 hours |
| Blacklist Monitoring | Active domains on Spamhaus/Barracuda | 0 domains |
| Regulation | Region | Key Requirement |
|---|---|---|
| CAN-SPAM | US | Physical address, opt-out mechanism |
| GDPR | EU/EEA | Lawful basis, consent management |
| CASL | Canada | Express/implied consent |
| CCPA | California | Right to delete, opt-out |
Complies with GDPR, CAN-SPAM, CASL
Any violation detected
Gray areas requiring legal input
Can contacts easily unsubscribe?
| Compliance | Platform | Scale | Decision |
|---|---|---|---|
| Pass | Pass | Pass | Build |
| Fail | Any | Any | Do not build |
| Pass | Fail | Any | Resolve first |