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MuvonMuvon/octomind-tap/skills/ad-frameworks/SKILL.md

ad-frameworks

Skill6 starsChanged 8 months agoApache-2.0View on GitHub

Ad copy frameworks (AIDA, PAS, before-after-bridge, 4Us, FAB) matched to audience awareness. Use when structuring ad scripts or body copy.

The file

We split this skill into the rules it gives an agent

12 rules. About 0 are common, 12 are distinctive, and 0 are very specific to this project.

  • ≈0

    Common · estimate

    Many files like this have a rule of this kind.

  • ≈12

    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
  1. Distinctive:

    Every framework needs an explicit CTA.

    line 38
  2. Distinctive:

    When to use: brand-awareness ads, product launches to a wide audience, top-of-funnel.

    line 58
  3. Distinctive:

    Avoid for: retargeting, performance ads with sophisticated audiences.

    line 59
  4. Distinctive:

    When to use: Performance ads, problem-aware to most-aware audiences, B2B.

    line 72
  5. Distinctive:

    Avoid for: broad awareness — cold audience tunes out the problem.

    line 73
  6. Distinctive:

    When to use: transformation products, weight-loss / finance / fitness / productivity, lifestyle.

    line 85
  7. Distinctive:

    Avoid for: pure information products (no transformation arc).

    line 86
  8. Distinctive:

    When to use: TikTok / Reels / Shorts UGC and creator-style ads.

    line 123
  9. Distinctive:

    Avoid for: B2B explainer, anything where a story would feel forced.

    line 124
  10. Distinctive:

    Run every claim through the 4Us check.

    line 142
  11. Distinctive:

    Read aloud at 1.5x speed. If it sounds AI / scripted at speed, rewrite for natural cadence.

    line 143
  12. Distinctive:

    Check the product and proposition are on screen in the first 3–5 s and shown more than once, and that a CTA is present.

    line 145

≈ “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.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Overview

Strong ads aren't written from scratch — they're written into a framework that has been pressure-tested across millions of dollars of spend. The framework's job is to make the structure invisible: the viewer feels a story, the writer follows a checklist. This skill gives you the small set of frameworks that actually convert in 2026 short-form video and direct-response copy, plus a rule for which one to pick based on the audience's awareness level (Schwartz's five stages).

Instructions

Core Rules

  • Pick the framework before writing the script. Trying to pick mid-draft means the writer reverts to default narration.
  • Every framework needs an explicit CTA. In Meta/Toluna's analysis of 100 short-form ads (correlational), direct-response ads with a CTA were 1.9× likelier to land in the top 20% for purchase intent (measured). Implicit "the offer is the rest of the video" leaves that on the table.
  • Put the product and the proposition on screen early, then show them again. In the same correlational analysis, brand plus message in the first 5 s scored 1.7× for brand ads, and showing the product more than once scored 2.7× for direct-response ads (top 20% for purchase intent). Adding context that supports the main message, such as USPs or features ("Tell your story"), scored 5.3× for direct-response ads (measured; top 20% for purchase intent). TikTok's guidance: put the proposition in the first 3 s (official). Never hold the product reveal for the last third.
  • Match framework to audience awareness, not your preference. A cold audience can't follow PAS — they don't yet feel the problem.
  • One framework per piece. Mixing AIDA + PAS halfway through makes the piece muddled.
  • Specifics, not adjectives. "47% faster" beats "much faster". Numbers, names, time spans.
  • Every claim needs proof you could show a regulator. Testimonials and before/after beats must reflect typical results or say what's typical, and paid creators or UGC scripts need a clear disclosure (US FTC Endorsement Guides; FTC reviews rule since Oct 2024 bans fake or bought testimonials). Meta and TikTok also restrict before/after imagery in health, weight-loss, and cosmetic ads.

Framework Catalog

AIDA — Attention, Interest, Desire, Action

Old, durable, works for awareness-stage audiences.

BeatJobTime in 30s ad
AttentionHook (see video-hooks)0–2s
InterestReveal what's coming, plant curiosity2–8s
DesireShow the outcome / transformation8–22s
ActionSingle, specific CTA22–30s

When to use: brand-awareness ads, product launches to a wide audience, top-of-funnel. Avoid for: retargeting, performance ads with sophisticated audiences.

PAS — Problem, Agitation, Solution

The workhorse of direct-response. Works when the audience already has the pain.

BeatJobTime in 30s ad
Problem + propositionName the pain, mirror the frustration, and put the product or proposition on screen0–5s
AgitationTwist the knife — show what happens if it's not solved, with the product still on screen5–16s
SolutionDemo the product already introduced, prove it, show it again in use16–26s
CTAOne specific action26–30s

When to use: Performance ads, problem-aware to most-aware audiences, B2B. Avoid for: broad awareness — cold audience tunes out the problem.

BAB — Before, After, Bridge

Transformation-driven. Strong for D2C, fitness, finance, productivity.

BeatJob
BeforeShow life with the problem (specific, sensory)
AfterShow life without it (specific, sensory)
BridgeThe product / system that gets you there

When to use: transformation products, weight-loss / finance / fitness / productivity, lifestyle. Avoid for: pure information products (no transformation arc).

4Us — Useful, Urgent, Unique, Ultra-specific

A copy-checking heuristic, not a structure. Apply to every claim in the piece.

UQuestion
UsefulDoes this help the viewer?
UrgentWhy must they act now?
UniqueWhy this product, not the 10 others?
Ultra-specificSpecifics over generics?

A line that doesn't pass at least 2 of 4 should be rewritten.

FAB — Features, Advantages, Benefits

Translation engine. Use to convert a feature list into copy.

LayerQuestionExample
FeatureWhat it has"M3 Pro chip with 12-core CPU"
AdvantageWhat it does"Compiles 2x faster than M2"
BenefitWhat it means for the user"Ship code while the demo is still loading"

Rule: the script lives at the Benefit layer. F and A are research notes.

Hook → Story → Offer (HSO)

The dominant short-form social structure.

BeatJob
HookFirst 1.5s (see video-hooks)
StoryOne specific narrative — first-person, real or composite. ~70% of total runtime. Product visible from the first 3–5 s and shown again in use.
OfferOffer details + CTA, ~20% of runtime. The product is already on screen; this beat names the deal.

When to use: TikTok / Reels / Shorts UGC and creator-style ads. Default for short-form. Avoid for: B2B explainer, anything where a story would feel forced.

Audience Awareness — pick framework by stage (Schwartz)

AwarenessFrameworkReason
Unaware (no problem felt)HSO with curiosity hookCold audience won't sit through PAS
Problem-awarePAS or BABThey feel the pain, agitate it
Solution-awareBAB or AIDAThey know solutions exist, differentiate
Product-awareFAB-driven AIDA, with comparisonThey know your category, why YOU
Most-aware (your fans)Direct offer — skip framework, lead with dealDon't sell to people who already bought

Workflow

  1. Identify audience awareness stage from the brief (or ask — don't guess).
  2. Pick the framework from the table above.
  3. Pre-write the offer before the body — ensures the body builds toward something specific.
  4. Draft each beat, time-boxed to the ad length.
  5. Run every claim through the 4Us check.
  6. Read aloud at 1.5x speed. If it sounds AI / scripted at speed, rewrite for natural cadence.
  7. Show the script with timestamps, not just lines. Time is the unit, not paragraphs.
  8. Check the product and proposition are on screen in the first 3–5 s and shown more than once, and that a CTA is present.

Decision Guide

SituationFramework
TikTok / Reels organic UGCHSO
TikTok / Reels paid ad, problem-aware audiencePAS
Meta paid ad, transformation productBAB
YouTube pre-roll (5–15s)HSO with hard cut at 3s + visible skip-friendly first beat
YouTube pre-roll (un-skippable, 15s)PAS or AIDA, CTA in last 3s
Long-form explainer (60–180s)AIDA with FAB-loaded D-beat
Landing page heroHook + 4Us-checked one-liner + CTA
Cold emailPAS, 75 words max
Retargeting / cart-abandonDirect offer, no framework, lead with deal

Examples

Example 1: PAS for a B2B SaaS TikTok ad (30s)

Product: An on-call alerting tool. Audience: backend engineers, problem-aware (their team uses PagerDuty + duct tape).

0–3  P  Hook: "Your on-call rotation is broken. [Product] fixes the noise."
       (visual: phone going off at 3am, hand smacking the snooze, the product's alert card on screen)

3–8  P  "67% of pages last quarter were noise — the kind that wakes you up
       for a flapping check that auto-resolves before you log in."
       (visual: fast-cut alerts spamming a dashboard)

8–18 A  "Every false page costs $8 of engineer time and the next real one
       hits a tired brain. The third Tuesday in a row, you stop trusting
       the alerts entirely. That's when the real outage gets missed."
       (visual: someone dismissing alerts on a phone, then a prod outage)

18–26 S "Quietly groups duplicate alerts, runs a 30-second auto-heal, and
       only pages a human if the system is still on fire after that."
       (visual: dashboard going from red waterfall to one calm card)

26–30 CTA "10 days free. Set it up in 4 minutes. Link in bio."
       (visual: founder deadpan to camera)

Example 2: HSO for a D2C creator UGC Reel (20s)

Product: A teeth-whitening pen. Audience: cold, scrolling.

0–1.5  Hook: "I tested 11 whitening pens for my wedding. Only one didn't
              wreck my enamel."
              (visual: line-up of pens, hand pushing 10 off-screen, the winner stays in frame)

1.5–14 Story: "I'm 4 weeks out, panicking, and Sephora is full of strips
              that bleed at the gums. This one [show product] — bamboo
              applicator, no peroxide, results in 6 days. My dentist
              actually said 'whatever you're doing, keep doing it.'"
              (visual: morning routine, before/after, dentist text screenshot)

14–20  Offer: "20% off through the link, free returns if it doesn't work
              for you in 14 days."
              (visual: product on bathroom counter, hand pulling phone toward camera)

Example 3: AIDA for a YouTube pre-roll (15s, un-skippable)

0–2  A  "Stop scrolling for 12 seconds. This will pay for itself."
2–6  I  "Most freelancers under-invoice by 23% and don't know it."
6–11 D  "We pulled the data from 4,000 freelance invoices. The fix is one
        rule. [show result]"
11–15 A "Free calculator at link. 60 seconds, no signup."

Checklist

  • Framework picked from the audience awareness stage before drafting; one framework per piece.
  • Product and proposition on screen in the first 3–5 s, shown more than once, with USPs or features supporting the main message.
  • Explicit single CTA; no claim without proof; every line through the 4Us.

References

  • Eugene Schwartz, Breakthrough Advertising (1966) — the awareness-level model.
  • David Ogilvy, Ogilvy on Advertising — the canonical book on long-form direct-response.
  • Meta Ads Library — to study current top-spending ads.
  • TikTok Top Ads — by vertical and region.
  • TikTok creative best practices — proposition in the first 3 s (official, 2025-06).
  • Meta: Reels creative strategies — Meta x Toluna analysis of 100 short-form video ads, correlational: CTA 1.9× (direct-response), brand plus message in first 5 s 1.7× (brand ads), product shown more than once 2.7× (direct-response, top 20% purchase intent), "Tell your story" (USPs or features supporting the main message) 5.3× (direct-response) (official, measured, 2025-12-02).
  • ppc.land write-up of the Meta/Toluna study — secondary coverage (reported, 2026-05-18).

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