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The New Channel Readiness Packet: Evidence to Assemble Before Launch
A pre-launch packet for testing whether audience, offer, measurement, sales capacity, economics and risk controls are ready for a new acquisition channel.
Designing an Unknown State in Attribution Instead of Forcing False Certainty
A practical attribution framework for keeping deterministic, inferred, modeled and unknown evidence separate instead of forcing every outcome into a channel.
A “Do Not Automate Yet” Checklist for Marketing Operations
Use a readiness checklist to keep ambiguous, unstable or irreversible marketing processes manual until their rules, data, monitoring and recovery are ready.
Ecommerce Growth Without Dashboard Theater: A Contribution Margin Review
Connect ecommerce revenue to variable product, fulfillment, returns and acquisition costs before deciding which campaign is creating profitable growth.
Designing a Community Content Calendar That Does Not Reward Volume
Plan Community content around member tasks, original inputs, useful participation and maintenance instead of filling publication slots.
The Proof Threshold Matrix for B2B Marketing Claims
Match descriptive, quantified, comparative and high-consequence B2B claims to a proportionate internal evidence and approval threshold.
How an Agency Can Hand Back a Client System Without Creating Dependency
A six-layer agency handback framework for transferring ownership, system context, operating procedures and tested capability without forced dependency.
The AI Workflow Failure Log: Capture Inputs, Decisions, Damage, and Recovery
A practical incident log for tracing AI workflow failures across inputs, models, tools, human review, external action and recovery.
The Content Decay Triage Board: Refresh, Merge, Archive, or Leave Alone
Use a four-action triage board to decide whether declining content needs a substantive refresh, consolidation, retirement or no intervention.
The Four-Cell Paid Social Learning Matrix: Record What Each Test Actually Proved
Classify paid social tests as validated wins, promising signals, useful rejections or unresolved tests so favorable numbers do not become unsupported rules.
The Evidence Debt Ledger: Track What Your Growth Team Is Assuming
Create an evidence debt ledger for assumptions that quietly become dashboards, automations and budget rules without enough current proof.
Build a Stop-Rule Before You Scale a Campaign
Define safety, measurement, economic and learning stop-rules before scaling so a campaign can pause on evidence rather than emotion.
The Sales Feedback Taxonomy That Replaces “Bad Leads” With Actionable Evidence
Replace the vague label “bad leads” with a compact taxonomy of validity, fit, intent and process outcomes that can improve acquisition and sales operations.
The 72-Hour Lead Handoff Audit: Follow One Inquiry Through the Whole System
A controlled 72-hour trace audit for following one inquiry from capture through CRM routing, response, qualification and reporting.
The Minimum Viable Measurement Plan for a New Paid Channel
Build the smallest trustworthy evidence chain a new paid channel needs before meaningful spend, from delivery and response to qualification and value.
The Untouched Lead Escalation Rule: What Happens When Nobody Follows Up
Design a proportional escalation ladder for qualified inquiries that receive no meaningful follow-up, while separating routing failures from sales-process failures.
The Revenue Evidence Packet: Five Objects Every Growth Meeting Should Bring
A practical five-part packet that turns growth meetings from metric narration into evidence-based decisions with explicit uncertainty and accountable next actions.
Why a Good Landing Page Test Can Produce Fewer Leads and Still Win
Evaluate landing-page tests using qualified value rather than form volume alone, with a worked decision example and downstream guardrails.
The Campaign Naming Decision Log: Preserve Context After the Team Changes
A durable campaign decision log that preserves hypotheses, rejected alternatives, measurement rules and change history beyond the campaign name.
When a Marketing Dashboard Should Refuse to Show a Number
Learn when a dashboard should display ready, provisional, partial or refused states instead of granting false authority to incomplete data.
