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Try the agents on example data.

Six working demos of what Marline’s agents do and where you come in. They run in your browser on a simulated store, and every number is an example. Nothing is sent anywhere unless you ask the listing fixer for a live rewrite.

Approval inbox

Work a queue of proposals with A, E, and R. Edits become rules.

How review works

Example data. Simulated.

Approval inbox

In the product: Every proposal reaches you one at a time with its reasoning and numbers. Your edits are saved as rules the agent follows next time, and every decision lands in one log.

Listing fixer

Paste a messy title and watch it rewritten for four channels.

Listings module

Example data. Simulated.

Listing fixer

In the product: The listings agent checks every title against each channel's rules, drafts a rewrite per channel, and stages it for your approval before anything goes live.

Reorder planner

Move velocity, lead time, and stock. See when you run out.

Supply module

Example data. Simulated.

Reorder planner

In the product: The supply agent runs this math for every SKU, every day, and drafts the purchase order. Every purchase order waits for your approval.

Ad pacing

Pick a scenario. The agent proposes a budget change, with its reasoning.

Ads module

Example data. Simulated.

Ad pacing

In the product: The ads agent compares spend with the month's plan every morning and proposes budget changes with the numbers behind them. Increases always wait for you.

Who decides

Drop a task into the router and see who handles it, and why.

How routing works

Example data. Simulated.

Who decides

In the product: Orchestration routes each task by what is at stake: fast models for volume, Claude for judgment, and a person for anything that commits money, a live listing, or a relationship.

Creative QA

Check a product's images against each channel's specs.

Creative QA module

Example data. Simulated.

Creative QA

In the product: The creative QA agent checks every live product page against the catalog and each channel's image specs, and stages fixes for you to approve.

These run on example data. Yours would run on your store.

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