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
Field notes
Field notes.
Notes 65 to 80 of 166, newest first, published between Jun 24, 2026 and Jul 10, 2026.
Current notes
Notes from July 2026 back to June 2026.
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
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
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
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
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
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
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
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
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
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
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
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
How-To Guides
Your AI Marketing CFO Presentation: 4 Slides, 3 Numbers
Only 25% of AI initiatives have delivered expected ROI (IBM, n=2,000). Four slides and three independently verifiable numbers beat skepticism.
- 9 min read
- Jun 26, 2026
AI Guides
AI Workflow Error Handling: Four Types, Four Routes
Four failure types, four routes: halt, retry, notify, or reroute. The monitoring setup that catches breaks before your pipeline does.
- 10 min read
- Jun 25, 2026
How-To Guides
AI Adoption Maturity: What Good Looks Like in B2B Marketing
Deloitte (n=3,235): 37% use AI at surface level; 34% are starting to transform. The four maturity levels, with what good looks like.
- 11 min read
- Jun 24, 2026
Keep reading
Page 6 continues with notes 81 to 96.
It opens with “Claude for Cold Email: Prompts That Get Replies”, published Jun 23, 2026.
Go to page 6