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This is a sample run on a sample store.
Run ID demo-001 · Real customer accounts see this view at /dashboard/run/<run_id> for every published or queued piece — same template, your own data, append-only ledger.
Brief: Rewrite to emphasize sensitive-skin benefits while keeping SEO terms (vegan, sulfate-free, activated charcoal). Target a buyer searching 'gentle face soap for sensitive skin.'
Local research model (private GPU) · 1840ms · 1240 tokens
Pulled 3 competitor product pages (Lush, The Soap Co., Ethique). Identified 4 high-volume sensitive-skin keywords missing from current copy: 'gentle cleanse', 'pH-balanced', 'fragrance-free option', 'sensitive-skin friendly'. Noted competitor Avg word count: 142. Current page: 87.
Writer
Frontier writer model (zero-retention API) · 4250ms · 880 tokens
Made for skin that's been through it. Activated bamboo charcoal lifts away the day's grime — no harsh sulfates, no synthetic fragrance, no animal-derived anything. One bar, 150g of restraint. You'll know after a week.
Writer notes: Anchored on 'restraint' as a brand-voice move; led with audience identification rather than ingredient.
factuality All claims grounded in source. Vegan / sulfate-free / palm-oil-free verified vs supplier sheet.
brand_voice_matchmedium Tone reads slightly clinical in middle paragraph. 'Restraint' framing is sharp but 'no harsh sulfates' list-pattern broke the warm conversational profile.
seo_optimization 3 of 4 target keywords present. Missing: 'gentle cleanse' — Optimizer should add.
originality No phrase >5 consecutive words matches the corpus or web.
length 168 words — within 150-200 target.
Optimizer
Frontier optimizer model (zero-retention API) · 2890ms · 510 tokens
Rewrote 3 sentences in middle paragraph for warmer voice. Added 'gentle' twice to hit the missing keyword. Removed list pattern; converted to continuous prose. Preserved all factual claims + SEO terms.
7 lines changed · 12 word delta
Originality Check
Local detector + web corpus duplicate scanner · 1180ms · 0 tokens PASS
All hard gates passed. Brand-voice drift was flagged by Critic but Optimizer's revision brought composite score to 86. Sent to draft queue per account default; customer auto-publish toggle is OFF for product descriptions.
3 Pre-publish guardrail results
Factuality vs sourcedeterministic
Plagiarism (8-word threshold)deterministic · Max consecutive match: 6 words
Competitor brand mentionsdeterministic · Researcher used competitor data internally; Writer output references none by name.
Final text (sent to customer's review queue)
Made for skin that's been through it. Activated bamboo charcoal helps lift away the day's buildup without the harsh sulfates that make sensitive skin flare. One small bar — 150 g of restraint, vegan, fragrance-free if you want it that way. You'll know in a week.
5 models14.1s total3,250 tokens0 retriesStatus: ready for review