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Field notes

Field notes.

Notes 49 to 64 of 153, newest first, published between Jun 27, 2026 and Jul 17, 2026.

Editorial library for Field notes

Current notes

Notes from July 2026 back to June 2026.

AI Guides

Hidden UTM Form Fields: HubSpot and Salesforce Setup

Five hidden fields, pre-populate on, and every submission carries its source. The exact HubSpot and Salesforce setup, field by field.

  • 10 min read
  • Jul 17, 2026
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AI Guides

AI SDR Sequence ROI: Three Metrics That Actually Count

87% of teams use gen AI; 13% run agentic AI that closes loops (Salesforce, n=4,450). SAR, PVR, and influenced ARR count what matters.

  • 10 min read
  • Jul 16, 2026
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AI Guides

Measuring AI Content Marketing ROI: The 3-Metric Model

Standard dashboards miss all three: output efficiency, 90-day distribution lift, pipeline influence per content dollar. The model.

  • 10 min read
  • Jul 12, 2026
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AI Guides

AI ROI Measurement Maturity: The 3-Metric Model

Connecting one AI build to one named revenue change is the whole game. The 3-metric model, and the CRM fields it needs.

  • 11 min read
  • Jul 10, 2026
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How-To Guides

Content Cull Marketing: Which Blog Posts to Retire Each Quarter

78% of teams say their performance data is fragmented (NinjaCat 2026). Cull by pipeline attribution, not session rank: retire, consolidate, keep.

  • 12 min read
  • Jul 9, 2026
Follow the steps

AI Guides

AI Productivity Metrics Reporting: Where They Belong

Productivity metrics die in exec summaries. Put them in operations, sequence them after outcomes, and they survive the budget review.

  • 10 min read
  • Jul 8, 2026
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AI Guides

The 7-Component Orchestrated Workflow Checklist

Automated is not orchestrated. Seven structural checks (triggers, contracts, error routes, idempotent steps) in a 15-minute audit.

  • 10 min read
  • Jul 7, 2026
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AI Guides

Marketing Tool Integration Maturity: Why Fewer Is Better

Only 16% of marketing work is AI-automated today; 36% expected by 2028 (Gartner). Every extra tool is another integration gap in the way.

  • 11 min read
  • Jul 6, 2026
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How-To Guides

How to Attribute Pipeline to a Specific Email Sequence

Reply rates flatter sequences that never touch revenue. A three-step chain from CTA tag to opportunity field makes email pipeline visible.

  • 10 min read
  • Jul 5, 2026
Follow the steps

AI Guides

Multi-Touch Attribution Across AI and Non-AI Touches

Only 19% track gen-AI-specific KPIs (McKinsey, n=1,363). An ai_touch boolean plus the 30/70 rule makes the AI split visible.

  • 10 min read
  • Jul 4, 2026
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AI Guides

From 10 AI Tools to 3: Deciding What to Cut

89% of teams need 3+ tools just to spot issues; 8% orchestrate (NinjaCat). One question decides each cut; the 30-day cutover plan.

  • 10 min read
  • Jul 3, 2026
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AI Guides

Marketing Data Quality: The AI Prerequisite Nobody Fixes

Only 26% of executives trust their data to support AI revenue (IBM, n=2,500). Fix four quality dimensions before the next AI spend.

  • 10 min read
  • Jul 2, 2026
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How-To Guides

How to Attribute Pipeline to a Specific Case Study

Only 41% of leaders call their measurement mature (McKinsey, n=104). A three-field chain ties each case study to closed pipeline.

  • 10 min read
  • Jul 1, 2026
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How-To Guides

AI Attribution Window: Match 30, 90, or 180 Days to Each Workflow

One attribution window for everything is how content gets defunded. 30 days for paid, 90 for content, 180 for nurture; match the cycle.

  • 12 min read
  • Jun 30, 2026
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AI Guides

Marketing AI Tool Sprawl: The Overbuy Trap and How to Fix It

79% of enterprises adopted AI agents; 11% run them in production (IBM, n=2,500). The three-question audit cuts 10 tools to 3.

  • 10 min read
  • Jun 29, 2026
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How-To Guides

How to Attribute Pipeline to a Specific Webinar

Webinar platforms count registrations; CFOs count pipeline. Three data points connect attendance to the opportunity record.

  • 10 min read
  • Jun 27, 2026
Follow the steps

Page 4 of 10

Keep reading

Page 5 continues with notes 65 to 80.

It opens with “Your AI Marketing CFO Presentation: 4 Slides, 3 Numbers”, published Jun 26, 2026.

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