Field notes
Use these notes when something in the buyer path feels off but the cause is still fuzzy. Pick the symptom, collect the facts, and decide whether it belongs in an audit.
What this covers
Current notes
The goal is not more reading. The useful article helps name the buyer path, the missing proof, and the fix that may deserve a sprint.
How-To Guides
Vendor AI revenue movement claims are structurally inflated. Only 28% of AI projects fully meet revenue movement expectations (Gartner, n=782). Here are the five inflation mechanisms and the four-question brief that verifies any vendor number.
How-To Guides
Inbound lead SMS automation closes the 42-hour B2B response gap. HBR research shows 21x better qualification within five minutes. The 30-day orchestration playbook covers trigger layer, SMS sequence, compliance, and measurement.
How-To Guides
There are 30.4M one-person businesses in the US (Census, 2023). The solopreneur Claude stack: 8 skills that run the work you keep dropping, free.
How-To Guides
The AI marketing benchmark report scores 10 dimensions across 15 questions, returns a 0-100 score, maps it to one of 4 tiers, and produces 3 next-move recommendations from your largest gaps. Here is what every section contains.
How-To Guides
CRM attribution properties track which content asset produced a form fill. Seven-field schema, CRM/email platform and Salesforce setup, five-column pipeline report.
Field Notes
Most AI tools forget you, and MIT found 95% of companies saw no profit impact in 2025. Running Claude as a business operating system makes the work compound.
How-To Guides
Organic search drives 53% of traffic (BrightEdge, 2025). Run an SEO audit in Claude with these copy-paste prompts, free, and track the score over time.
How-To Guides
Within-an-hour response makes a lead 7x more likely to qualify (HBR). Use Claude to score prospects against your profile so fast follow-up hits the right ones.
How-To Guides
The average site converts 2-3% of visitors (First Page Sage). Run a free revenue audit in Claude in 60 seconds: paste a URL, get a graded snapshot of the gaps.
How-To Guides
The 30-day AI revenue movement build produces three artifacts your CFO can read. PwC 2026 (n=1,217) found measured of AI gains flow to 20% of organizations. Here is the week-by-week sprint.
marketing-automation
An AI lead enrichment workflow that runs on a single ruleset routes wrong records to the wrong sources. Gartner puts the annual cost of poor data quality at $12.9M. Here is when orchestration fixes what automation cannot.
How-To Guides
Score your marketing team's AI maturity in 12 minutes using a 10-dimension, 100-point framework. Find the buyer-path gap worth inspecting first.
How-To Guides
UTM form submit capture keeps source data out of the unknown bucket. 75% of B2B teams have 10%+ inaccurate lead data (Integrate 2025). Complete wiring guide.
How-To Guides
AI productivity vs revenue movement is not the same measure. IBM's October 2025 study (n=3,500) found 66% of organizations report AI productivity gains but only 1 in 5 have seen actual revenue movement. Here is why hours saved fails the financial test, and the three metrics that replace it.
How-To Guides
Claude Fable 5 follows brief, plain instructions better than any prior Claude model, per Anthropic's official prompting guide. Here is the 7-step recipe in plain English, plus the 8 paste-ready instructions we run in our own working setups: state the outcome, give the reason, set boundaries, pick the effort level, and require evidence behind every progress claim.
marketing-automation
BCG found AI leaders focus on 3.5 use cases versus 6.1 for laggards, generating 2.1x more revenue movement. Here is the four-criteria decision tree for choosing which marketing workflow to orchestrate first.
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Next step
If there is a measurable revenue problem worth fixing, the Revenue Audit shows whether a Revenue System Sprint is the right next move.
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