United States / Remote consulting and delivery

Amazon inventory and growth analytics for US brands

I help US Amazon brands see where product growth is supported by available inventory and where stock constraints change the next decision. The review joins variation-level demand, commercial context and replenishment ownership in a view marketing and operations can use together.

Amazon inventory analytics / United States

Start with the customer and the commercial decision

An account sales total can hide the product decision the team needs to make. A strong variation may be unavailable while a weaker item absorbs stock, or advertising may be driving demand the supply plan cannot sustain. I review the product map and availability alongside the sales and campaign evidence before calculating another account-wide growth measure. We agree which records describe saleable inventory, which period should be compared and who approves the product economics. The reporting then groups items by the decision they need: acquisition review, replenishment, offer improvement or slow-stock action. That makes the analysis useful across functions rather than leave each team optimizing its own dashboard.

Priorities for this market

Read demand with availability

Review the relevant variation and periods when the product could actually be purchased. Separate observed sales from assumptions about missed demand. This helps the team identify where a performance change needs a stock explanation before it becomes a campaign or merchandising recommendation.

Define operational thresholds together

Set useful review conditions with the owners of lead times, stock records and service priorities. A single coverage threshold is rarely meaningful without the product's context. Document what action follows the threshold and who has the authority to take it.

Turn product groups into assigned work

Show which items need a campaign decision, a replenishment review or a commercial recovery option. Keep the approved assumptions and current constraints visible. The report should make the next handoff clearer, not merely classify the range into attractive colors with no responsible owner.

A clear scope and an accountable delivery process

The work is delivered remotely with your US commercial, marketplace and operations owners. It can start from agreed exports and a product mapping exercise, then move to a defined review model or reporting implementation. We verify update routines and responsibility for missing inputs before treating the model as an operating dashboard.

Confirm the decision

Agree the customer, selling market and business question. Review the available source material with the responsible owner, and identify inputs that would change the recommendation. The project begins with a shared brief rather than an assumed list of channel or technology tasks.

Turn the brief into assigned work

Set the outputs, approval points and implementation responsibilities. Separate what can proceed from work that depends on another decision. Keep the scope and change record visible so your team can review progress without reconstructing the project from messages.

Review the result and the next action

Check the agreed deliverables against the original question, record the relevant findings and assign the next action. Where ongoing measurement is part of the scope, document the source, review window and owner before the project moves into the next cycle.

Relevant work, with its original project context

See how I approach the work before we define your project.

A cross-team workflow for product, stock and return decisions

Explore the published project, the work delivered and the supporting evidence. See the business question, the decisions I made and the deliverables that moved the work forward.

Read the project case

Questions before we define the project

Can this help an account that already has dashboards?

Yes. The review focuses on whether the current reports support product decisions and a reliable cross-team handoff. The useful change may be a clearer product map or decision cadence rather than another visualization.

How is the work delivered?

You work directly with me remotely, with written decisions, named review owners and agreed meeting windows. The proposal defines the outputs and implementation responsibilities around your team and the customer market being served.

Let's talk

Define the next move for your market

  • Share your customer market and current challenge
  • We agree the scope, owners and next decision

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David Demid in a black suit
David Demid

Marketing & Growth Consultant