funnel-message-match-auditor
Skill4 starsChanged 6 months agoMITView on GitHub
Compare ad copy, landing page headline, form, thank-you page, and sales script to flag disconnects that hurt conversion quality. Use when diagnosing low conversion rates or poor lead quality.
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The file
We split this skill into the rules it gives an agent
11 rules. About 0 are common, 11 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈11
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 12
When diagnosing low landing page conversion rates despite high ad CTR.
- Distinctive: line 13
When leads are unqualified or confused about the offer.
- Distinctive: line 14
When launching a new funnel to ensure consistency before spending ad budget.
- Distinctive: line 15
When reviewing the entire customer journey from click to close.
- Distinctive: line 26
Map the Journey: Document the exact path a user takes from seeing the ad to the final conversion event.
- Distinctive: line 28
Review the Landing Page: Check if the headline immediately reinforces the ad's promise.
- Distinctive: line 29
Inspect the Form: Ensure the form fields align with the perceived value of the offer (e.g., don't ask for 10 fields for a simple checklist).
- Distinctive: line 30
Check the Thank-You Page: Verify that the next steps are clear and logically follow the initial conversion.
- Distinctive: line 31
Review Follow-Up: Ensure the sales script or email sequence references the original offer and addresses objections sequentially.
- Distinctive: line 47
If the ad promises something completely different from the landing page, flag it as a critical error requiring immediate attention.
- Distinctive: line 48
If the sales script contradicts the initial offer, escalate to the user for clarification.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Funnel Message-Match Auditor
Purpose
Compare ad copy, landing page headline, form, thank-you page, and sales script to flag disconnects that hurt conversion quality. Ensure offer continuity and objection sequencing throughout the funnel.
When to Use This Skill
- When diagnosing low landing page conversion rates despite high ad CTR.
- When leads are unqualified or confused about the offer.
- When launching a new funnel to ensure consistency before spending ad budget.
- When reviewing the entire customer journey from click to close.
Inputs Required
- Ad copy and creative (or a representative sample).
- Landing page URL or copy.
- Lead form fields and copy.
- Thank-you page URL or copy.
- Sales script or follow-up sequence (if available).
Step-by-Step Workflow
- Map the Journey: Document the exact path a user takes from seeing the ad to the final conversion event.
- Analyze the Ad: Identify the core promise, hook, and offer presented in the ad.
- Review the Landing Page: Check if the headline immediately reinforces the ad's promise. Evaluate the offer continuity.
- Inspect the Form: Ensure the form fields align with the perceived value of the offer (e.g., don't ask for 10 fields for a simple checklist).
- Check the Thank-You Page: Verify that the next steps are clear and logically follow the initial conversion.
- Review Follow-Up: Ensure the sales script or email sequence references the original offer and addresses objections sequentially.
Output Format
Provide a structured audit report containing:
- Journey Map: A brief overview of the funnel steps.
- Message Match Score: An assessment of consistency across the funnel.
- Disconnects Identified: Specific areas where the message breaks down or changes unexpectedly.
- Friction Points: Areas where the user experience is confusing or overly demanding.
- Recommendations: Actionable steps to fix disconnects and improve continuity.
Decision Rules
- Always ensure message match between the ad, headline, landing page, lead form, and follow-up sequence.
- The landing page headline must be a logical continuation of the ad's hook or promise.
- The offer must remain consistent throughout the funnel; do not bait-and-switch.
Escalation Rules
- If the ad promises something completely different from the landing page, flag it as a critical error requiring immediate attention.
- If the sales script contradicts the initial offer, escalate to the user for clarification.
Templates & Resources
checklists/message-match-audit.md: Checklist for reviewing funnel consistency.templates/audit-report.md: Template for presenting audit findings.
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