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Data Freshness

Data Freshness is an AI agent for Amazon sellers that checks which of your Amazon reports have synced, how much of each period they cover, and which agents are ready to run, so you know the data is fresh before you trust an answer.

Amazon.com (US) only.

Lumian Agents · Example account

Data Freshness

  1. Checks each report’s sync
  2. Measures how much it covers
  3. Lists which agents are ready

Data readiness

2 reports synced, 1 partial, 1 not synced.

ReportStatusWhat it means
Sales and trafficSyncedFine: Daily Sales Update is ready
FBA inventorySyncedFine: Daily Restock Alert is ready
AdvertisingPartialKeep an eye on: Last 9 days missing, ACoS Watchdog waits
About 15 credits a run
Credit costs are approximate and can vary by run.
Runs a month, by plan
333Free1,500Growth3,166Scale
Run now or schedule it
Check data readiness and required inputs. Pick context, schedule, timezone and the approval settings supported by this agent.

How Data Freshness works

It reads

  • Your Amazon reports

    Each report from your account, and whether it has synced.

  • Coverage

    How much of the period each report covers, so gaps show up.

  • Your agents

    Which agents have the data they need to run.

It works out

  1. Checks each report’s sync
  2. Measures how much it covers
  3. Lists which agents are ready

2 reports synced, 1 partial, 1 not synced.

You get

A readiness report, report by report.

Results in Lumian
  • Lumian

What you get

Here’s a run on Northwind Home, our example account. Yours uses your own products and numbers.

What stays with you

It reports the gaps. It does not repair a failed sync.

Good time to run it

Right after you connect, and when a result looks thin.

Example outputNorthwind Home

Data readiness

2 reports synced, 1 partial, 1 not synced.

ReportStatusWhat it means
Sales and trafficSyncedFine: Daily Sales Update is ready
FBA inventorySyncedFine: Daily Restock Alert is ready
AdvertisingPartialKeep an eye on: Last 9 days missing, ACoS Watchdog waits
ReturnsNot syncedNeeds you: Weekly analysis isn’t ready yet

It reports the gaps and doesn’t repair a sync. You pick which agents to run now.

Questions about Data Freshness

The free plan needs no credit card. Call Notes is available only for eligible full-service LumianOS brands.

Start free

Amazon.com (US) only.

It checks which of your Amazon reports have synced and how much of each period they cover. Then it tells you which agents have what they need to run, so you aren’t reading an answer built on half a month of data.

Fresh isn’t the same as complete. A report can sync an hour ago and still cover only part of the week you’re asking about. Data Freshness shows both, report by report.

No. It reports the gap and says which agents it affects. It doesn’t repair a failed sync, so you’ll know which answers to hold off on until that report syncs.

About 15 credits a run. The free plan’s 5,000 monthly credits would cover up to 333 runs, so checking before a big report costs very little.

Managed services

Your Amazon business,
fully managed.

A Brand Manager, specialists, and AI agents run the Amazon work you agree on.

Book a Strategy Call

Self-service

Run your next
Amazon job.

Schedule recurring Amazon work with Lumian Agents. For Amazon.com (US).

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