COD Operating Manual Category Hub and Diagnostic Playbooks
Cash on delivery optimization system. Category guidelines for media buyers: ad timings, scaling caps, validation formulas, and Anti-Patterns.
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Ad Creative & Angles
Dialect optimization, fill-in-the-blank hook templates, and ad video structures.
🎬 Ad Creative Optimization
Proven Rules
Apply by default
Hook in 3 seconds
Confidence:
★★★★★
Fact
Scroll speed is fast; users drop off within 3 seconds if there is no immediate visual transition or pain highlight.
Strategy
Start with high-energy problem scenes, visual contrast, or local dialect voice hooks.
💡 Explanations & Mechanisms ▼
Mechanism: Triggers a cognitive scroll-stop response.
Result: Lifts 3s view-through rate (hook rate) above 30%.
Tradeoff: Harder to construct clean narrative build-ups.
Use When: All video ads.
🤖 AI Agent Tasks
-
✓
generate_video_hooks
Subtitles always
Confidence:
★★★★★
Fact
Up to 30% of social media users browse platforms with muted sound.
Strategy
Burn high-contrast Arabic/bilingual subtitles directly into the video.
💡 Explanations & Mechanisms ▼
Mechanism: Maintains message delivery even with muted audio devices.
Result: Prevents silent watch time lead loss.
Tradeoff: Slightly obscures bottom-third visual details.
Use When: UGC / Explainer ads.
🤖 AI Agent Tasks
-
✓
generate_voiceover
Typical Benchmarks
Directional — varies by account & season
Length 15–30s
Confidence:
★★★★★
Fact
Video watch retention drops by 60% after the 30-second mark.
Strategy
Keep prospecting creatives between 15-30s focusing on features + demo.
💡 Explanations & Mechanisms ▼
Mechanism: Matches mobile scrolling attention span limitations.
Result: Higher video completion rates and CTR.
Tradeoff: Limits deep product explanations.
Use When: Cold prospecting.
Raw UGC > studio
Confidence:
★★★★★
Fact
Slick commercial ads look like sponsored promotions, raising buyer trust defenses.
Strategy
Use home-recorded phone style UGC demonstration videos.
💡 Explanations & Mechanisms ▼
Mechanism: Blends into normal social media feeds, lowering defense thresholds.
Result: Higher CTR and conversion rates.
Tradeoff: Harder to maintain strict brand guidelines.
Use When: Trust-sensitive products.
🤖 AI Agent Tasks
-
✓
ugc_prompts
Test Yourself
No universal answer — A/B test per product
Price in creative
Confidence:
★★★★★
Fact
Showing price filters out low-intent users, cutting lead volume but raising conversion rate.
Strategy
A/B test showing price directly in the video hook vs hiding it.
💡 Explanations & Mechanisms ▼
Mechanism: Pre-qualifies buyers before clicking to the landing page.
Result: Higher confirmation rates on leads.
Tradeoff: Slightly lowers click-through rates (CTR).
Use When: Products with higher AOVs.
🪝 Creative Hook Libraries
Standard copy angles structured for automated AI generation.
Problem
- “Still struggling with {problem}?”
- “If you suffer from {problem}, watch this before you buy anything else.”
- “Tired of {problem} every single day?”
- “{problem} is ruining your {context} — here’s the fix.”
Shock
- “I didn’t believe this actually worked… until I tried it.”
- “I can’t believe this is legal in {country}.”
- “Stop wasting money on {old_solution}. Watch this.”
- “This is why your {old_solution} never worked.”
Authority
- “Doctors don’t tell you this about {problem}.”
- “After 10 years as a {expert}, this is the only {category} I recommend.”
- “Professionals use this — now you can too.”
POV
- “POV: your wife just discovered {product}.”
- “POV: you finally fixed {problem} for {price}.”
- “POV: the whole family fights over {product}.”
Comparison
- “I replaced my {old_solution} with this — here’s what happened.”
- “{expensive_option} vs {product}: same result, fraction of the price.”
- “Why pay {high_price} when this does the same?”
Curiosity
- “Nobody in {country} knows this trick yet.”
- “The {category} secret stores don’t want you to find.”
- “This tiny thing changed my {context} completely.”
Transformation
- “From {before_state} to {after_state} in {timeframe}.”
- “Watch what {timeframe} of {product} did.”
- “Before / After — no filters, real result.”
Social Proof
- “Over {count} families in {country} already use this.”
- “The reviews on this are insane — see for yourself.”
- “Sold out 3 times this month. Here’s why.”
Urgency / Scarcity
- “Last batch before prices go up.”
- “Only {count} left at this price.”
- “This deal ends with this stock.”
Question
- “Ever wondered why {audience} keep buying {product}?”
- “What if {problem} disappeared in {timeframe}?”
- “Did you know {surprising_fact}?”
Story
- “My {relative} couldn’t {do_thing}… until this.”
- “I almost gave up on {goal} — then I found this.”
Direct Offer
- “{product} — cash on delivery, pay when it arrives.”
- “Order now, pay at your door. Nothing upfront.”
🧩 Scripting Formulas
Structural ad formulas designed to optimize watch retention.
PASO
Problem (hook)
→ Agitate
→ Solution (show product)
→ Offer + CTA
Demo-First
Problem
→ Demonstration
→ Reaction
→ Offer
→ CTA
POV Story
POV hook
→ Problem
→ Micro-story
→ Proof
→ Offer
→ CTA
Q&A
Question
→ Answer
→ Demo
→ Price
→ CTA
Before/After
Show the problem state
→ Apply product
→ Reveal result
→ CTA
Comparison
Old way fails
→ New way works
→ Side-by-side
→ Offer
→ CTA
Testimonial
Real person hook
→ Their problem
→ Their result
→ Recommendation
→ CTA
Unboxing
Arrival / package
→ First impression
→ Use it live
→ Verdict
→ CTA
Listicle
“3 reasons…” hook
→ Reason 1
→ Reason 2
→ Reason 3
→ CTA
Founder Pitch
Why I made this
→ The problem it solves
→ Demo
→ Guarantee
→ CTA