AI Marketing Lab
AI Marketing ToolsInstruments for growth teams
Practical decision tools: diagnose campaign leaks, stress-test offer angles, and model AI marketing ROI before you spend. Built from live implementations, not slide decks.
3 live1 in development2 plannedNo account required
AI Marketing ROI Calculator
Use Case
Perfect for teams validating if AI marketing spend can pay back without fantasy assumptions.
Key Capabilities
- Total cost transparency with hidden fees
- Success probability analysis
- Platform-specific recommendations
- Tony's expert implementation insights
Campaign Leak Finder
Use Case
Ideal for teams that need a quick, actionable view of where CAC is being wasted and what to improve next.
Key Capabilities
- Self-scored leak severity by stage
- Stage-by-stage priority ranking
- 30-day prioritized action plan
- Downloadable diagnostic report
Offer Angle Battlecard Builder
Use Case
Best for founders and growth teams needing stronger positioning before paid or outbound campaigns.
Key Capabilities
- Audience-aware angle drafts
- Objection-driven copy guidance
- Offer proof mapping
- Copy and download exports
CAC Leak Recovery Planner
Use Case
For teams under pressure to cut CAC without killing pipeline growth.
Key Capabilities
- Channel-by-channel leak detection
- Payback acceleration playbooks
- Weekly action planning
- Risk-priority sequencing
Prompt Risk Scanner
Use Case
For teams shipping AI workflows who need safe, reliable output quality.
Key Capabilities
- Prompt failure mode detection
- Compliance and safety checks
- Brand voice drift monitoring
- Mitigation recommendations
Pipeline Attribution Reality Check
Use Case
For founders and operators who need credible ROI reporting, not vanity metrics.
Key Capabilities
- Attribution gap audit
- Source-to-pipeline mapping
- Decision-ready KPI framing
- Measurement governance checklist
Getting started
Run an instrument, then act
Open any available tool, run the diagnostic or generator, then export or share results with your team. No account required for live tools. API access is on request.