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Simulations

Agents matched to the audiences you're already paying for.

A simulation is a cohort of agents that match your campaign audience segments (Sponsored Display, DSP, and search keywords when they exist) and try the listing or the ad, so you know whether those people click and convert before you scale spend.

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product.ag · Simulations
Simulations4 cohorts
  • Running5 users

    Nimbus daypack PDP

    Trail commuters

    Nimbus Daypack

    5 users · nimbus.co

  • Proposed8 users

    Aurora Meta placement

    Late-night shoppers

    Aurora Wireless Earbuds

    8 users · ~$0.40

  • Completed5 users

    Forge trail bottle listing

    Weekend hikers

    Forge Trail Bottle

    5 users · forge.co

  • Running6 users

    Lumen desk lamp PDP

    Home office buyers

    Lumen Desk Lamp

    6 users · lumen.co

Why it matters

  • Test the listing and site, or the ad itself, not a generic invented persona
  • The cohort starts when credits allow — no Accept to begin research
  • Recommendations land in Inbox: Accept when a live listing or spend would move
  • A before/after then proves the campaign and the conversion, not just the page
product.ag
LoopProve it
Completed8 usersSimulation

Aurora Meta placement

Late-night shoppers missed “all-day charge” in the hero

Listing updateAccept & apply

Lead the PDP with all-day charge

Writes the title to Shopify · Open PR for the storefront hero

ProposedA/B14d · CTR ≥ +15%

Prove all-day charge on Meta

Live A/B on the Meta campaign, then spend follows the result

More from Product

Inbox

Campaign, experiment, and simulation asks in one queue.

Product Agent

Proposes the loop. You Accept when money or a listing moves.

Plugin

Measure on-site behavior with the Product Plugin.

Simulate the people you're paying to reach.

Start free. Connect a catalog, then run a cohort from Inbox.

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