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Field notes on AI sales agents, CRM reactivation, and modern revenue ops.

Featured · Playbooks

How to Reactivate Dead CRM Leads (Without Spamming Your List)

A 5-step framework for waking up cold leads in any large CRM - without burning your domain or your brand.

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Tools · 11 min

Best AI Tools for Small Business Sales in 2026

We tested the leading AI sales tools across SMB workflows. Here's what's actually worth the seat fee.

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Strategy · 8 min

AI Sales Agent vs Human SDR: Full Cost Comparison

Loaded cost, output, ramp time, and ceiling - a no-spin comparison.

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Benchmarks · 6 min

Speed-to-Lead Benchmarks: What Actually Matters in 2026

Why <5 minute response time still wins - and where most teams are losing.

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Operations · 7 min

CRM Data Hygiene for AI Agents: A Checklist

Garbage in, garbage out applies double when an AI is reading your CRM. Here's the cleanup checklist.

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Strategy · 8 min

The Real ROI Math on AI Sales Agents

How to model payback honestly - and the levers that move it the most.

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Playbooks · 10 min

Writing System Prompts for AI Sales Agents

The pattern we use to get AI agents to sell in your voice without sounding like a chatbot.

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Compliance · 9 min

Compliance and AI Outreach: TCPA, CAN-SPAM, GDPR in Plain English

What you can and can't do with AI-powered outreach in 2026.

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Operations · 7 min

Scoring Leads with LLMs: Beyond Rules-Based

Why rules-based lead scoring is dead, and what to replace it with.

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Tools · 8 min

Are AI Voice Agents Ready for Inbound Sales?

Honest take on where voice AI is in 2026 - and where it still isn't.

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Playbooks · 7 min

Personalization at Scale: The 3-Tier Approach

How we structure personalization so it actually compounds.

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Operations · 6 min

Lead Routing Best Practices for AI-Augmented Teams

How to route leads when AI is doing the first touch.

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Strategy · 7 min

What to Measure on an AI Sales Pilot

The 6 metrics that tell you whether to scale or kill an AI sales pilot.

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Strategy · 5 min

AI SDR vs AI BDR: Same Thing or Different?

The terms are used interchangeably. Here's the distinction that matters operationally.

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Playbooks · 8 min

Reviving Closed-Lost Opportunities with AI

A practical sequence for waking up the deals you thought were dead.

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Strategy · 7 min

Should Enterprise Sales Teams Use AI Sales Agents?

Yes - but not where most people think.

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Strategy · 6 min

Where AI Sales Agents Fit in Your Inbound Funnel

MOFU is where AI agents quietly do the most damage.

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Operations · 7 min

Why Your Reps Hate Your AI Tools (And How to Fix It)

Adoption is the silent killer of every AI sales rollout.

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Strategy · 8 min

Build vs Buy: AI Sales Infrastructure

When to hire an agency, when to use a platform, when to build internally.

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Reference · 6 min

The AI Sales Glossary (2026 Edition)

Plain-English definitions for terms vendors use to confuse you.

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Playbooks · 6 min

First 30 Days With an AI Sales Agent: What to Expect

Realistic week-by-week expectations.

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Strategy · 7 min

Why AI Sales Agents Win on Large CRMs

If you have 50k+ contacts, the economics tilt sharply toward AI.

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Operations · 6 min

How AI Sales Agents Break (and Fix) Your Attribution

Last-touch attribution falls apart when AI does 80% of touches. Here's what to use instead.

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Reference · 9 min

The 2026 AI Sales Stack: Reference Architecture

What the modern AI-augmented sales org actually runs on.

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Strategy · 7 min

Org Design for AI-Augmented Sales Teams

How to restructure roles when AI handles top-of-funnel.

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