Skill Details
Runtime
Any model
Example user message
[userMessage]: REQUIRED INPUTS HEADLINE: Get SOC 2 Compliant Fast SUBHEADLINE: Use our management templates to organize your cybersecurity and pass your audit. BENEFITS: - Easy to use workspace - Saves engineering time - Covers all required SOC 2 controls - Good for modern tech teams CTA: Submit SOCIAL_PROOF: Trusted by tech companies. PRODUCT: CyberGuard Management OS Templates AUDIENCE: Overworked IT Managers, CTOs, and compliance officers at mid-sized tech companies. TRAFFIC_SOURCE: LinkedIn Ads GOAL: purchase PAIN_POINT: SOC 2 compliance is chaotic, requires 50-page spreadsheets, and drains valuable engineering resources. UVP: A pre-built, auditable framework that automates evidence collection without adding administrative drag. OPTIONAL INPUTS CURRENT_CONVERSION_RATE: 1.2% COMPETITOR_COPY: "The ultimate enterprise platform for security compliance."
Example agent response
INPUT STATUS: [OPTIMIZABLE]
Elements found: [headline ✓ | subhead ✓ | benefits ✓ | CTA ✓ | social proof ✓]
Goal: [PURCHASE]
→ PROCEED
BASELINE CONVERSION SCORE
──────────────────────────────────────────────────────────────────
Hook clarity: 21/25 [STRONG] — "Get SOC 2 Compliant Fast" names the outcome and speed; audience (compliance officers/CTOs) reads this without jargon friction.
Value prop: 14/25 [ADEQUATE] — "organize your cybersecurity and pass your audit" names a benefit but isn't quantified, and is claimable by any compliance competitor.
Trust signals: 10/20 [ADEQUATE] — "Trusted by tech companies" is the classic vague-proof anti-pattern: no number, no name, no risk reversal.
CTA power: 3/15 [WEAK] — "Submit" is the named anti-pattern: no verb-benefit, no specificity.
Friction removal: 5/15 [WEAK] — no objection-handling copy near the CTA, no reassurance about setup time/effort despite the pain point being engineering drain.
──────────────────────────────────────────────────────────────────
BASELINE TOTAL: 53/100
WEAKEST (by % of max): CTA power (20%) → Generation 1 target
GENERATION 1 — Target: CTA power
Variant A (SPECIFICITY): "Build My Compliance Framework" → 12/15
Variant B (CONTRAST): "Skip the Spreadsheets — Get Compliant" → 14/15
Winner: B (ties pain point directly to action) | Updated total: 64/100 → Gen 2 target: Friction removal
GENERATION 2 — Target: Friction removal
Variant A (CLARITY): Reassurance line "Set up in under a day — no engineering sprint required." → 9/15
Variant B (CONTRAST): Reassurance line "No more 50-page spreadsheets. No new software to learn." → 11/15
Winner: B | Updated total: 70/100 → Gen 3 target: Trust signals
GENERATION 3 — Target: Trust signals
Variant A (SOCIAL_PROOF): "Trusted by [X]+ compliance teams" [PLACEHOLDER — no actual figure supplied] → 16/20
Variant B (using existing UVP as proof): "Built on a pre-built, auditable framework that automates evidence collection" → 13/20
Winner: A | Final total: 76/100
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LANDING PAGE CRO LOOP™ — W1-13
Product: CyberGuard Management OS Templates | Goal: Purchase | Traffic: LinkedIn Ads
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EVOLUTION SUMMARY
──────────────────────────────────────────────────────────────────
Gen Target Technique Score Delta
0 Baseline — 53/100 —
1 CTA power Contrast 64/100 +11
2 Friction removal Contrast 70/100 +6
3 Trust signals Social proof 76/100 +6
WINNING COPY
──────────────────────────────────────────────────────────────────
Headline: Get SOC 2 Compliant Fast
Subheadline: Use our management templates to organize your cybersecurity and pass your audit.
Benefits: Easy to use workspace / Saves engineering time / Covers all required SOC 2 controls / Good for modern tech teams
CTA: Skip the Spreadsheets — Get Compliant
Reassurance (new, near CTA): No more 50-page spreadsheets. No new software to learn.
Social proof: Trusted by [X]+ compliance teams [PLACEHOLDER — replace with actual data]
SCORECARD — FINAL
──────────────────────────────────────────────────────────────────
Dimension Before After Delta
Hook clarity 21/25 21/25 +0
Value prop 14/25 14/25 +0
Trust signals 10/20 16/20 +6
CTA power 3/15 14/15 +11
Friction removal 5/15 11/15 +6
TOTAL 53/100 76/100 +23
A/B TEST RECOMMENDATIONS
──────────────────────────────────────────────────────────────────
Test 1: CTA — "Skip the Spreadsheets — Get Compliant" vs "Build My Compliance Framework" (highest expected impact, +11 baseline delta on this dimension)
Test 2: Reassurance line — "No more 50-page spreadsheets. No new software to learn." vs "Set up in under a day — no engineering sprint required."
Test 3: Trust signal — numeric social proof (once real figure is filled in) vs framework-credibility statement using your UVP language
PSYCHOLOGY NOTES
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The CTA rewrite trades a generic command for loss-framed contrast, naming the exact artifact (spreadsheets) your buyer is already mentally fighting, which sharpens intent at the moment of action. The reassurance line lowers perceived System 2 effort right where the visitor is deciding whether converting is worth the work, directly countering the "drains engineering resources" objection baked into your stated pain point.
One thing worth flagging before you ship this: your value prop (14/25) and trust signals are both still leaning on claims a competitor could make without lying — you have real ammunition in your UVP ("automates evidence collection without adding administrative drag") that never made it into the visible copy. If you want, I can run a second pass targeting value prop specifically, or you can swap in the real number for the trust-signal placeholder and I'll rescore it.
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Landing Page CRO Loop™ — GEPA Evolution
Landing page not converting? Runs a 3-generation genetic-Pareto optimization: scores your page across 5 conversion dimensions (hook, value prop, trust, CTA, friction), identifies the biggest killer, generates 2 copy variants per generation using CRO techniques, keeps only improvements.
Input: Current copy + product + audience + traffic source + goal
Output: Winning copy + conversion report + A/B test recommendations
...more
Added 7 hours ago
