Heuristic scoring

Campaigns

Pick one, then change anything in the control centre.

Campaign control centre
Campaign
Voice mode
Audience
Market & language

Market changes spelling, promo mechanics and seasonality — never the voice. Pandora headlines are syndicated verbatim across nine markets.

Product set
Channel · target ~24 words
Brief
Your example or extra direction
Facts passed to every arm (5) ▾
  • Hand-finished sterling silver

  • Engraved rose motif

  • 11 mm

  • Compatible with Pandora Moments bracelets

  • Doodle engraving available at checkout

The only permitted source of product truth. Anything an arm states beyond this fails Gate H, whatever its style scores.

Generated copy · Product description

Same brief, same facts, three arms — fired in parallel.

prompt tokout tok

Set the controls, then generate. All three arms receive the identical brief and facts.

prompt tokout tok

Set the controls, then generate. All three arms receive the identical brief and facts.

prompt tokout tok

Set the controls, then generate. All three arms receive the identical brief and facts.

Brand-voice evaluation

Scored against the Pandora voice rubric once all three arms return — 12 dimensions, nearest-neighbor similarity to 223 real annotated Pandora examples, not an LLM's own taste, plus the substitutability check.

Voice from the tuned model. Facts, prices and stock from retrieval — never from weights.