ad-frameworks— agent skill

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. Implicit "the offer is the rest of the video" loses ~30% conversion.
• 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.

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.

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.

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.

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.

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

#### Hook → Story → Offer (HSO)

The dominant short-form social structure.

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)

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.

Decision Guide

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).

0–2  P  Hook: "Your on-call rotation is broken and your team knows it."
       (visual: phone going off at 3am, hand smacking the snooze)

2–8  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)

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."

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.