Amazon data delivery and business intelligence

Understand your Amazon business.Know what to do next.

Bring Seller/Vendor Central and Amazon Ads together in your warehouse. See what needs attention and what to do next, with the same numbers in ChatGPT, BI, finance, and operations.

Managed by us—or self-hosted in your AWS account.

Example: from question to next step

Why did contribution profit fall in Germany last week?

Profit fell 12.4%. Higher ad spend and return costs explain most of the change.

Contribution profit · Germany

−12.4%

Seller Central + Amazon Ads · one profit calculation · updated 08:42

One business. One answer.

Your whole Amazon business in one view.

Sales reports and advertising results tell only part of the story. ClairInsights brings Seller/Vendor Central and Amazon Ads together, so you can see what drives profit, what puts it at risk, and what needs attention first.

Built for
Amazon sellers, vendors, and the teams helping them grow profitably
Bring together
Your Seller/Vendor Central accounts and Amazon Ads profiles
Use the answer in
ChatGPT, BI, finance, operations, and your existing warehouse

Stop rebuilding the same answer

Spend less time reconciling Amazon reports.

Give finance, advertising, and operations the same numbers, so your team can spend more time improving the business.

  1. Get hours back every week

    Stop rebuilding spreadsheets whenever a marketplace, brand, or account changes.

  2. End the “whose number is right?” meeting

    Finance, advertising, operations, and leadership use the same calculation and reporting period.

  3. Keep the tools your team already knows

    Use the answer in ChatGPT, BI, finance, or your warehouse instead of adding another dashboard.

  4. Keep reports on track

    Spot missing periods and recover them without turning Amazon changes into a permanent backlog.

Less time building reports. More time improving profit, advertising, and inventory.

From numbers to action

Know what to do next—not just what happened.

Most data tools stop at rows and charts. ClairInsights connects sales, advertising, margin, inventory, fees, and returns, then shows the priority, the team that owns it, and the next move to make.

  1. See the whole picture

    Seller/Vendor Central and Amazon Ads data come together across sales, fees, returns, inventory, and customer feedback—without blurring what each number means.

  2. Understand what changed

    Products, markets, demand, margin, and stock are compared on the right terms.

  3. Find what matters now

    The risks and opportunities with the biggest business impact rise to the top.

  4. Act with a clear owner

    Every priority comes with an owner, recommended actions, and the numbers behind it.

What the team sees

Priority

Fix retail before increasing ad spend

Owner
Catalog and retail operations
Do next
  1. Restore Buy Box, competitive pricing, and listing readiness.
  2. Hold additional ad budget until the retail blockers clear.

Why this comes first

Demand is there · retail issues are holding back conversion · inventory is ready

Ask the business, not the database

Ask a question. Get a useful next step.

Ask in everyday language and get a direct answer, the reason behind it, and the next step. The same numbers stay ready for BI, finance, and operations.

Product example

Which ASINs are driving the margin decline?

Three ASINs account for 78% of the decline. Fix paid media first: cut wasteful campaigns, tighten targeting, and check whether margin recovers.

Contribution profit by ASIN

Ad spend +18%Conversion −7%Return loss +11%

Based on your profit calculation · source and freshness shown

ReportLoads by ClairInsights

Connect once. Keep reports ready.

Choose the accounts, reports, and schedules your team needs. ReportLoads keeps your Amazon reporting current in your warehouse, BI tools, and AI workflows.

ClairInsights report catalog with a configuration panel for report schedules, date ranges, and options.
Choose reports and set delivery schedules in the ClairInsights catalog.
  1. Connect Amazon

    Choose the Seller/Vendor Central accounts, Amazon Ads profiles, and marketplaces you want to see together.

  2. Choose what each team needs

    Select the sales, advertising, inventory, and financial reports—and how often they should arrive.

  3. Use the answer everywhere

    Work from the same numbers in ChatGPT, BI, finance, operations, and your own warehouse.

Questions that move the business

A clear next step for every team.

From profit and ad budget to stock risk and leadership reporting, each team sees what needs attention first.

  1. Profit and finance

    Where is contribution profit leaking after ads, fees, and returns?

    Find the products, markets, and costs that are helping or hurting margin—and fix the biggest leaks first.

  2. Advertising efficiency

    Which campaigns grow sales without eroding profit?

    See advertising beside sales and profit, so budget follows business impact—not ROAS alone.

  3. Inventory and operations

    Which products risk stockouts or tie up too much cash?

    Spot stockouts, slow-moving inventory, and return pressure early enough to protect sales and release cash.

  4. Executive and portfolio reporting

    What changed across brands, accounts, and markets—and why?

    Compare brands, accounts, and markets without starting another debate about whose number is right.

Run it your way

Your AWS account. Or managed by us.

Choose the control you need and the upkeep you want to own. Both options give your team the same Amazon answers and recommendations.

01

Leave the upkeep to us

Managed Delivery

We keep the Amazon data you need flowing into your warehouse and handle the agreed monitoring, recovery, and Amazon changes.

  • Day-to-day operation by ClairInsights
  • Ready in your warehouse
  • Clear responsibility when something changes

Get ready-to-use profit metrics, early warnings, clear priorities, and AI answers your team can verify.

02

Keep everything in your environment

Self-hosted

License ClairInsights and run it in your AWS account. Your team controls credentials, infrastructure, destinations, and retention.

  • Runs in your AWS account
  • Credentials stay in your environment
  • Support for setup and upgrades

Get useful answers sooner

Start answering questions in days.

Start with the fullest Amazon history still available and use it in the tools your team already knows—typically within days, not months.

Destinations
Keep your existing SQL database, Amazon S3, Amazon Redshift, Apache Iceberg setup, or other agreed warehouse.
Typical setup
A typical agreed setup is ready in 2–3 days, so your team can start answering real questions quickly.
History
We load every historical period Amazon still provides, so comparisons and forecasts start with the broadest possible history.
Operations
You know from the start who handles missing deliveries, recovery, and Amazon changes.

See why the answer is reliable

No hidden data. No mystery numbers.

See when each source was updated, whether every expected period arrived, and how an answer was calculated before your team acts.

  1. Your systems stay yours

    Keep working in the warehouse and storage systems your organization already controls.

  2. Your credentials stay protected

    Self-hosted keeps credentials in your AWS account. Managed Delivery uses only the access agreed for your accounts.

  3. Missing data does not look like a bad result

    Delivery history, missing periods, alerts, and recovery show whether the picture is complete.

  4. Every important answer can be checked

    Metric definitions, update times, and source links let people verify the number before acting on it.

Before you connect

Before you get started.

Straight answers about what ClairInsights covers, where the data goes, and who runs it.

What is ClairInsights?
ClairInsights shows Amazon sellers and vendors what is driving profit, which risks need attention, and what each team should do next across sales, advertising, inventory, fees, and returns.
Which Amazon data sources can ClairInsights connect?
Whether you use Seller Central or Vendor Central, ClairInsights works with the authorized commerce data available through Amazon’s Selling Partner API (SP-API) and with advertising data through the Amazon Ads API. Available reports depend on your account type, marketplace, and permissions.
Can ClairInsights prepare Amazon data for ChatGPT and other AI tools?
Yes. ClairInsights gives ChatGPT and other AI tools consistent business definitions, current Amazon data, and the calculations behind each answer. Your team can ask everyday questions and still check the result in BI or the warehouse.
What is the difference between Managed Delivery and Self-hosted?
With Managed Delivery, we keep the agreed Amazon data flowing into your warehouse. With Self-hosted, you license ClairInsights and run it in your own AWS account for maximum control.
Where can the Amazon data be delivered?
Use the warehouse or storage system you already control. ClairInsights supports SQL databases, Amazon S3, Redshift, Iceberg, and other agreed destinations for AI, BI, finance, and operations.
How are Amazon credentials and permissions handled?
Self-hosted keeps credentials inside your AWS environment. Managed Delivery uses only the access needed for the accounts you choose. Amazon permissions remain the boundary in both options.

Bring one Amazon problem

See what your team could do next.

Bring one Amazon problem your team wants to solve. We’ll walk through the numbers, explain what changed, and show a useful next step.

Tell us what you want to solve

Tell us about one decision or reporting problem you want to improve.

Who should we reply to?

Used only to respond to this inquiry.

Share the question, current report, or decision your team is working on. 10–2,000 characters.

Prefer email? michael@clairinsights.com