Records analyzed
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Clean pillow LPs after off-topic exclusion
Median days running
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Longevity proxy across the corpus
Advertorial bridges
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LPs that funnel into a separate product page
Avg ad↔LP match score
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Out of 10 — the funnel-leakage indicator
Headline findings
- Direct-Offer is the #1 winning framework — 97 LPs, 179d avg, winning_score 78.3.
- Add-To-Cart (193d) beats Shop-Now (132d) by 60d — biggest single CTA upgrade in the corpus.
- Bundle (217d) outlasts Discount (160d) by 36% — offer-mix upgrade.
- Memory-Foam mechanism: 69 LPs, 198d avg — broadest winning mechanism.
- Comfort emotion wins on longevity (180d) despite Hope being most common (226 LPs, 156d).
- Ad↔LP match score = 6.0/10 — single highest-leverage funnel lift.
Page-type mix
Awareness stage
Funnel position
Cialdini persuasion (corpus-wide averages, 0–10)
Top 20 Patterns — pick a dimension and ranking mode
Format-specific patterns
White-Space Opportunities
Low-frequency patterns that punch above their weight on longevity — few players, long runners. (1-sample big_idea verbatims filtered out.)
Saturation Watch
Patterns where high frequency does NOT correlate with longevity. Because this corpus is selection-biased toward live ads, most "common" patterns are also winners. Strict-criterion saturation is 0. The within-dimension underperformers below are softer "do not copy" flags.
The "boring winner" stack — product page baseline
| Layer | Pattern | Evidence |
|---|---|---|
| Framework | Direct-Offer | 97 LPs · 179d · score 78.3 — corpus #1 |
| Headline formula | Benefit | 143 LPs · 175d — used by 56% of all LPs |
| Mechanism | Memory-Foam / Spine-Alignment / Contoured-Shape | 69 / 55 / 74 LPs; all 150–200d |
| Offer | Bundle > Free-Shipping > Discount | 217d · 170d · 160d — Bundle outlives Discount by 36% |
| CTA | Add-To-Cart or Buy-Now | 193d / 192d — both beat Shop-Now by 60d |
| Proof stack | Reviews + Rating-System + Expert-Endorsement | 142 / 65 / 79 LPs · 150–190d |
| Emotion | Comfort | 124 LPs · 180d — beats Hope (156d) on longevity |
Affiliate bridge advertorial blueprint
| Layer | Recommendation |
|---|---|
| Awareness stage | problem_aware |
| Framework | Story-Problem-Solution |
| Headline | News-Journalistic or Curiosity |
| Opening | Story-Narrative or Personal-Experience |
| Cold-traffic hook | Story-Empathy > Problem-Manufacturing |
| Proof | Testimonial-Narrative + Expert-Endorsement |
| Offer language | none — Meta compliance |
| CTA | Soft-CTA-Check-It-Out / Learn-More-Button |
| Disclosure | FTC-Disclosure or Sponsored-Disclosure in top fold |
Meta compliance checklist (advertorial)
Mandatory ✓
- Soft CTA only ("Learn More", "Check It Out")
- No direct claims (use "may help" / "designed to")
- No offer or price language on the bridge
- No risk-reversal / guarantee language
- Story-based proof, not statistics
- Educational framing
- No before/after images
Hard "do not ship" ✗
- "Doctors hate this one trick" / shocking-secret framing
- Celebrity-impersonation endorsements
- Side-by-side before/after photos with measurable claims
- "Cure" / "heal" / "reverse" medical language without citations
- Real-news-outlet replica layouts without "Sponsored" tag
- Fake comment threads / fake expert quotes
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