Analytics

Angler AI Signal Quality Audit Prompt

A structured prompt for auditing your current Meta and TikTok signal quality, identifying the biggest gaps in your CAPI setup, and building a prioritized action plan to improve match rates with Angler AI.

Works best with: Angler AI

The prompt

prompt.txt

I want to audit my current ad-platform signal quality and build an action plan to improve it using Angler AI. Please help me structure this audit.

Current setup:
- Ad platforms: [AD_PLATFORMS] (e.g., Meta, TikTok, Google)
- Current CAPI setup: [CAPI_STATUS] (e.g., Meta CAPI via Shopify native integration, no TikTok CAPI, etc.)
- Current Meta Event Match Quality score (if known): [EMQ_SCORE]
- Current TikTok Match Rate (if known): [TIKTOK_MATCH_RATE]
- Ecommerce platform: [ECOMMERCE_PLATFORM]
- Monthly ad spend: [MONTHLY_SPEND]
- Primary conversion events tracked: [CONVERSION_EVENTS]

Please produce:
1. Signal Gap Analysis -- For each platform, identify the 3 most likely sources of signal loss based on the setup described
2. EMQ Score Interpretation -- Explain what the current EMQ score indicates and which measurement or data-quality checks should come next
3. Angler AI Setup Checklist -- 5 specific configuration steps to prioritise when setting up Angler AI for this stack
4. Measurement Plan -- For each platform, define the signal-quality indicators, baseline, validation window, and business outcome to monitor. Do not estimate performance lift or match-rate improvement without supplied evidence.
5. 30-Day Action Plan -- A week-by-week plan for implementing Angler AI, validating signal improvement, and communicating results to stakeholders

Write for a performance marketing manager who understands paid social but is not a data engineer.

Variables to replace

Replace the bracketed placeholders with your specific information before running the prompt.

[AD_PLATFORMS]Replace with your ad platforms

[CAPI_STATUS]Replace with your capi status

[EMQ_SCORE]Replace with your emq score

[TIKTOK_MATCH_RATE]Replace with your tiktok match rate

[ECOMMERCE_PLATFORM]Replace with your ecommerce platform

[MONTHLY_SPEND]Replace with your monthly spend

[CONVERSION_EVENTS]Replace with your conversion events

When to use this prompt

Auditing current Meta and TikTok signal quality, identifying CAPI gaps, and building a prioritized 30-day action plan to improve event match rates using Angler AI

Put this prompt to work