PHASE 6 · SEMANTIC PARTICLES · 10
Every winning ad in the corpus decomposes into particles — words, phrases, structural elements, mechanism-frames. Most particles are noise (appear in every ad regardless of performance). Some are signal (recurring in mid-performers). A few are alpha — appear disproportionately in the >€500-spend / >100-active-ads winners. This page extracts them from 103 catalogued ad copies and tells you which to clone, which to bury.
Every ad copy is reduced to particles at four scales: tokens (1-gram) · phrases (2-4-gram) · structural elements (hooks, mechanism-frames) · mechanism patterns (the underlying biology-explains-symptom claim). Then each particle gets a lift score — how disproportionately it appears in winners vs the corpus baseline.
Lift score formula: lift = P(particle | winner) / P(particle | baseline).
Alpha: lift ≥ 1.4 AND used in 3+ winners. Signal: lift ≥ 1.1 AND used 4+ times. Noise: high frequency, no win-correlation.
▲ ALPHA · CLONE THESE
Appear in >3 winners. Disproportionately predictive. Include these on every cloned ad.
◆ SIGNAL · USE STRATEGICALLY
Appear 4+ times with mild winning correlation. Include in 50% of ads. Mix with alphas.
✕ NOISE · AVOID OR DOWNWEIGHT
Appear in every ad regardless of performance. Generic ad-speak. Cut from cloned copy.
Words and phrases are only the surface. Structural particles are the architecture beneath — opening-frame · narrator-credentials · mechanism-reveal · social-proof-stamp · risk-reversal. Each one has a specific lift on conversion. Below: the 8 structural alphas.
STRUCTURAL ALPHA · S1
"I kept saying no [to writing this]. But [credible figure] told me to." Activates curiosity + warmth.
STRUCTURAL ALPHA · S2
Re-attribution from generic-diagnosis to specific-biology. Cortisol, estrogen, DHT — the molecular pivot.
STRUCTURAL ALPHA · S3
"Biotin: nothing. Collagen: nothing. Cortisone: nothing." Lists 3-5 generic failed attempts before reveal.
STRUCTURAL ALPHA · S4
A precise embarrassing physical detail. Higher trust because no one writes this if they haven't lived it.
STRUCTURAL ALPHA · S5
"Lustriva® · 40x more bioavailable" · "30mg saffron · the clinical dose" · "Bacillus Coagulans 1969™ · 1 billion CFU".
STRUCTURAL ALPHA · S6
A specific bounded number of days/weeks tied to the visible result. NOT "fast results" — "in 6 weeks".
STRUCTURAL ALPHA · S7
"35,000+ women" · "86,000+" · "Over 1 million women trust" — paired with 90-day MBG.
STRUCTURAL ALPHA · S8
After 1,500 words of story, ONE short sentence to act. Single button. NO "which plan" choices.
Not every alpha works for every persona. Sarah's brain ignores "menopause." Mei's brain skims past "GLP-1." Below: which particles to weight up per ICP.
| Particle | Sarah 35–42 | Jane 42–52 | Mei 52–62 |
|---|---|---|---|
| menopause | avoid | high | high |
| collagen | mid | high | high |
| biotin / Lustriva® | high | high | mid |
| 30mg saffron / cortisol | high | high | mid |
| GLP-1 hair / Mounjaro | high | high | low |
| Bacillus Coagulans 1969™ | mid | high | high |
| DHT / pumpkin seed | low | high | high |
| "in the shower" sensory | high | high | high |
| "my doctor said it was X" | mid | high | high |
| "35,000+ women" | high | high | high (loyal proof) |
| 90-day money-back | high | high | high |
| "natural ingredients" (noise) | avoid | avoid | avoid |
| Particle category | Meta long-form | IG Stories/Reels | TikTok UGC | SEO / Google PMax |
|---|---|---|---|---|
| Reluctant-narrator opener | essential | low | low | avoid |
| 1,500-word story | essential | no | no | on LP |
| Sensory-shame moment | high | high | high | low |
| Mechanism-reveal (estrogen/cortisol) | essential | high | essential | high (SEO) |
| "In 6 weeks" timeline | high | essential | high | high |
| Patented-ingredient + dose | essential | high | essential | essential |
| Volume social-proof "35,000+" | high | essential | high | high |
| "My doctor" frame | essential | high | essential | low |
| Single-sentence CTA | essential | essential | essential | essential |
Every ad Forger ships must include at least 3 alpha particles + at least 2 structural alphas + zero noise phrases. This is the QA gate before the ad reaches Pixel for launch.
FORGER OUTPUT CHECKLIST · before QA approval
REQUIRED · at least 3 from this list:
□ "menopause" / "perimenopause" / "estrogen"
□ "collagen" / "biotin" / "Bacillus Coagulans 1969™"
□ Specific mg/CFU dose number ("30 mg" · "1 billion CFU")
□ "in [N] weeks" or "in [N] months" timeline
□ "10,000+ women" / "35,000+ women" / "86,000+ women"
□ "90-day money-back" / "money-back guarantee"
□ "my biotin did nothing" / "didn't work" / "nothing"
□ "in the shower" / one sensory-shame physical detail
□ "my doctor said" or doctor-of-N-years credential
□ Patented ingredient with ® or ™ symbol
REQUIRED · at least 2 structural alphas:
□ S1 · Reluctant-narrator opener (story-format only)
□ S2 · "It's not X. It's [biology]." mechanism pivot
□ S3 · Failed-solutions tour (3-5 named products)
□ S4 · Sensory-specific shame moment
□ S5 · Patented + clinical-dose
□ S6 · "in X weeks" bounded timeline
□ S7 · Volume social-proof + 90-day MBG
□ S8 · Single-sentence pattern-interrupt close
BANNED · noise particles · QA hard-fails if present:
✕ "learn more" · "shop now" · "discover the"
✕ "premium quality" · "high quality"
✕ "daily wellness" · "natural ingredients" (use specific ingredient name)
✕ "feel great" · "feel your best" · "feel amazing"
✕ "essential nutrients" · "perfect for"
✕ "made with love" · "made for you"
✕ "easy to take" · "on the go"
✕ "fast results" · "quickly"
✕ "thousands of" (use 5-digit specific number)
Forger now generates inside a particle-budget. Every output passes the QA particle-check before Pixel launches it. CPA should drop 18-30% within 2 weeks because we cut noise.
QA agent scans output text for required particles (must include) + banned particles (hard-fail). Returns APPROVED / BLOCKED with the specific particle list. No subjective grading.
"35,000+ women" today is a fresh signal. By Q3 it's noise (every brand will be saying it). Scout re-scrapes weekly · re-classifies particles · Forger recipe auto-updates.