Vertical playbooks

The presets, weights, and "hook formulas that work" lists below come from The Ad Bench's review patterns and current rubric calibration. Different hook types can travel differently across platforms, audiences, and accounts; treat every formula list as a set of starting hypotheses to test, not a guarantee of what will win in your account.

Hook + clarity + CTA all heavy. Brand-fit lighter: DTC ads cap at mid-tier brand chrome before native feel suffers.

• Rubric preset: Ecommerce / DTC
• Compliance posture: Standard (or Strict if claims-heavy)
• Hook formulas to test first: problem-agitate-solution, social proof, before/after reveals
• Avoid: generic studio talking-head, slow logo intros, voiceover with no captions
• Common pitfall: heavy brand chrome (logos, lower-thirds). In The Ad Bench's current rubric it typically lowers the native-feel score meaningfully.

Hook and brand-fit both heavy. Native-feel high. Beauty ads can carry more brand chrome than DTC overall (beautifully shot product inserts work), but the opening 2 seconds still has to scroll-stop.

• Rubric preset: Beauty / fashion
• Compliance posture: FTC if you're running creator partnerships
• Hook formulas to test first: reveal, transformation, controversial-take, side-by-side comparison
• Avoid: lookbook-style edits with no on-camera presence, sound-on-only routines
• Common pitfall: missing clear and conspicuous disclosure on creator content (FTC Endorsement Guides¹ + platform branded-content policy)

UGC-organic preset. Native feel maxed. Caution on claim language: this is the vertical where banned-word lists pay for themselves.

• Rubric preset: UGC / creator-organic
• Compliance posture: Strict
• Banned words to add: "cure," "guaranteed," "FDA-approved," "clinical," specific medical terms
• Hook formulas to test first: pattern interrupt (gym setting), problem-agitate, before/after
• Avoid: studio-style ads with paid VO, lookalike actors, before/after timelines that aren't time-stamped
• Common pitfall: implied medical claims ("helps you sleep," "reduces inflammation") without substantiation

The outlier. Clarity is heaviest, native-feel intentionally dialed back: a clear demo can beat a pattern-interrupt opener for B2B audiences who came in via search intent.

• Rubric preset: SaaS / B2B
• Compliance posture: Standard
• Hook formulas to test first: question-hook, pain-point callouts, time-saved framing, "here's what your team is doing wrong"
• Avoid: Gen-Z slang, "raw" UGC framing for enterprise audiences, dance trends
• Common pitfall: chasing virality metrics. SaaS ad performance is judged on demo-request rate, not view count

One of the most heavily regulated verticals in short-form advertising. Compliance posture matters more than rubric tuning. Many B2C fintech ads on TikTok are creator-led with the brand featured as a tool, not the hero.

• Rubric preset: Balanced with clarity bumped to 140
• Compliance posture: Strict
• Banned words: "guaranteed returns," "risk-free," "double your money," specific yield numbers
• Hook formulas to test first: educational ("here's what most people don't know"), demystification
• Avoid: aspirational lifestyle ads, anything implying past performance predicts future returns

Different rubric than brand-direct ads: affiliate detection tilts the analyzer toward FTC disclosure clarity, code clarity, save-bait, comment-bait CTA, and Spark-Ad suitability. Native execution is non-negotiable.

• Rubric preset: Affiliate / TikTok Shop
• Compliance posture: TikTok Shop
• Hook formulas to test first: review-style, "I bought this so you don't have to," haul, comparison
• Avoid: studio polish (in the current rubric it caps native feel at 50), corporate VO, branded lower-thirds
• Common pitfall: missing or unclear commercial disclosure (the FTC requires clear and conspicuous disclosure of material connections¹); ambiguous "use code TIK" without a clear deal
• For deeper detail, read the affiliate ads guide at /learn/affiliate-advertising

UGC-organic preset works. Hook is everything: the first frame has to convey "this is interesting" without explaining what the game is. Gameplay footage in the first 3 seconds works when it's either visually striking or showcases a moment of tension.

• Rubric preset: UGC / creator-organic
• Hook formulas to test first: gameplay mid-action, reaction shot, "watch what happens," controversial gameplay opinion
• Avoid: title-card intros, slow zooms, splash screens
• Common pitfall: relying on VO for stakes; mute-friendly text overlays carry the tension

Educational hook + creator authority. Course ads that review well here are often creator-led talking-head with strong on-screen text, shot in a real (not studio) setting.

• Rubric preset: Balanced with hook + clarity at 140
• Compliance posture: FTC
• Hook formulas to test first: contrarian-take, "everything you know is wrong," specific-stat opener
• Avoid: testimonial walls, vague outcome promises ("change your life"), motivational fluff
• Common pitfall: implying income outcomes that aren't backed by typical-results data

Set the Brand Kit vertical preset to your industry once at /account/team/brand-kit. Every team analysis from then on is automatically tuned to your vertical's realities: no per-run prompt-injection, no manual override.

The Ad Bench methodology: The presets, weights, caps, and pitfall lists on this page reflect The Ad Bench's current scoring rubric and creative-review approach. They are designed to identify creative risk before media spend, not predict or guarantee campaign performance.

1. Federal Trade Commission. "FTC's Endorsement Guides: What People Are Asking." Accessed August 24, 2026. ftc.gov
2. The Ad Bench methodology, current vertical presets and scoring rubric. Reviewed August 24, 2026.