AI-COS — Campaign Workflow

Testing harness. Runs the real workflow against live OpenRouter for the demo brand “Hydra” — plan → copy variants → deterministic validation → cross-model critic.

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Fewer Bottles, Less Noise — sustainability through subtraction, not virtue · meta_feed · ← new brief

Less Waste, More Cold
One bottle built to replace a thousand. 24-hour chill that cuts plastic without the lecture.
Shop Now

All variants the critic compared (6)

Fewer Bottles, Less Noise — sustainability through subtraction, not virtue valid ★ chosen

headline Less Waste, More Cold
primary One bottle built to replace a thousand. 24-hour chill that cuts plastic without the lecture.
cta Shop Now

The Commute Companion — 24-hour cold as a daily reliability story valid

headline Cold till home. Again.
primary Left at 7am, ice still intact. Hydra’s vacuum-insulated steel keeps 24‑hour cold, trip after trip.
cta Shop Hydra

Fewer Bottles, Less Noise — sustainability through subtraction, not virtue valid

headline One Bottle. All Day.
primary 24h cold. One stainless bottle that replaces hundreds of single-use plastics. Simple subtraction, real impact.
cta Hydrate Cleaner

Built Like It's Meant to Last — material honesty and everyday durability valid

headline Cold All Day. Built to Stay.
primary Double-wall stainless steel that keeps drinks cold for 24 hours. No plastic, no nonsense, just honest design.
cta Shop Now

The Commute Companion — 24-hour cold as a daily reliability story invalid

headline Cold From Platform To Desk
primary Double-wall vacuum insulation that actually holds 24 hours. Stainless steel. One bottle, thousands of single-use plastics avoided.
cta Shop Now
failures: primary_text is 130 chars, limit 125

Built Like It's Meant to Last — material honesty and everyday durability valid

headline Stays cold for 24 hours
primary Double-wall stainless steel that takes the 7:15 train every morning. No shortcuts, just honest insulation and a clean sip.
cta Shop the bottle

Real cost (from the ledger)

tiermodel servedinoutreasoning$
criticgoogle/gemini-3.1-pro-preview421 586574 $0.007874
qualityanthropic/claude-sonnet-5529 5460 $0.006518
bulkdeepseek/deepseek-v4-pro239 510 $0.000483
bulkdeepseek/deepseek-v4-pro434 490 $0.000396
bulkdeepseek/deepseek-v4-pro239 460 $0.000557
criticgoogle/gemini-3.1-pro-preview430 586576 $0.007892
criticgoogle/gemini-3.1-pro-preview426 586577 $0.007884
criticgoogle/gemini-3.1-pro-preview428 586573 $0.007888
bulkdeepseek/deepseek-v4-pro237 550 $0.000232
bulkdeepseek/deepseek-v4-pro434 400 $0.000383
bulkdeepseek/deepseek-v4-pro237 560 $0.000607
criticgoogle/gemini-3.1-pro-preview432 586476 $0.007896
total (12 calls) $0.048611

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