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
Field notes
Notes 65 to 80 of 153, newest first, published between Jun 16, 2026 and Jun 26, 2026.
Current notes
How-To Guides
Only 25% of AI initiatives have delivered expected ROI (IBM, n=2,000). Four slides and three independently verifiable numbers beat skepticism.
AI Guides
Four failure types, four routes: halt, retry, notify, or reroute. The monitoring setup that catches breaks before your pipeline does.
How-To Guides
Deloitte (n=3,235): 37% use AI at surface level; 34% are starting to transform. The four maturity levels, with what good looks like.
How-To Guides
Personalization lifts reply rates 52% (Hunter.io, 11M emails). Observation-first Claude prompts write cold email people answer.
How-To Guides
Agencies want 64 accounts per strategist, up from 35 (AgencyAnalytics). A workspace per client and reports from a ledger get you there.
Field Notes
80% of B2B buying happens before a vendor call (Gartner). Lead with a free scan of their own site and let the honest read sell.
How-To Guides
The step everyone skips: copy the contact first-touch UTM to the opportunity. Then revenue reports can group deals by post slug.
How-To Guides
68% of small businesses use AI, mostly as a chatbot (US Chamber). Twelve skills turn Claude into the system that runs the revenue work.
How-To Guides
Your first AI ROI report will look bad; the J-Curve says it must. 57% of failures come from expecting results too fast (Gartner).
AI Guides
Gartner: 60% of AI projects will be abandoned on data readiness. A data contract per handoff is the cheapest insurance; the field guide.
How-To Guides
20-30% of ad budget is wasted and most accounts cannot see it. Budget-weighted, copy-paste Claude audits find the gap in one afternoon.
How-To Guides
Only 8% of teams orchestrate AI workflows; 72% still report manually (NinjaCat, n=532). Three 10-minute tests show where you stand before the operations agent.
How-To Guides
Only 28% of AI projects fully meet ROI expectations (Gartner, n=782). Five mechanisms inflate vendor claims; each has a counter.
How-To Guides
Five-minute response yields 21x better qualification (HBR, n=2,241). The 30-day play wires form-to-SMS in 90 seconds.
How-To Guides
30.4M one-person businesses in the US (Census). Eight Claude skill patterns cover the work owners keep dropping.
How-To Guides
10 dimensions, 15 questions, a 0-100 score, and 3 verb-led next moves. What the benchmark report contains, page by page.
Keep reading
It opens with “CRM Attribution Properties: The Asset-Level Setup Guide”, published Jun 15, 2026.
Go to page 6