Put these on your scorecard
- Start with a short list: order accuracy, on-time dispatch, inventory accuracy, billing clarity, and issue resolution.
- A normal month, a peak sale, and the first week of onboarding answer different questions.
- Do not award a middle score simply because an answer is incomplete.
- Definition
- Measurement period
- Evidence
- Decision and open items
Define what counts
Start with a short list: order accuracy, on-time dispatch, inventory accuracy, billing clarity, and issue resolution. For each operational measure, state what is counted and what is excluded. Is dispatch measured at label creation or carrier handoff? Does an order count as accurate only when every item is correct? Ask the provider to explain its definition before comparing it with another proposal.
Keep unlike periods separate
A normal month, a peak sale, and the first week of onboarding answer different questions. Record the period, volume, and operating conditions alongside every result. If you use a sample, explain how it was chosen. A small demonstration can show how a workflow operates, but it does not establish a long-term performance rate. Keep that distinction visible in your evaluation.
Treat missing evidence as unknown
Do not award a middle score simply because an answer is incomplete. Mark the requirement as unknown and list what would resolve it: a report, a workflow demonstration, a sample invoice, or a reference discussion. Separate the evidence you have seen from a statement someone has made. This makes the final decision easier to review and the next provider conversation more focused.
Apply weights after the must-haves
Confirm mandatory product and channel requirements first. Then weight preferences according to the business, such as reporting detail or packaging flexibility. Keep the reason for each weight beside the score. Use the personal worksheet to record your assessment and evidence; it does not turn those inputs into a public customer rating or an independent ranking of the providers.
Put the guide to work
Use the downloadable worksheet to record your requirements, the evidence you receive, and the next action. The rows below are prompts for your own evaluation; they contain no provider scores or claimed results.
| Discussion item | Record before deciding |
|---|---|
| Definition | Your requirement and the proposed approach |
| Measurement period | Supporting document, example, or calculation |
| Evidence | Remaining question and the person responsible |
| Decision and open items | Decision, review date, and next step |
Download the editable worksheet (CSV)
Opens in Excel, Numbers, or Google Sheets. Fill in your own information; downloading does not submit a request.
Continue your research
Use these profiles to prepare provider-specific questions: ShipBob · Tondo Fulfillment · ShipMonk. Inclusion here is a reading suggestion, not a scored recommendation. Category selections are explained on the relevant category pages.
Open your personal scorecard →
Research scope and provider sources
This is original buying guidance, not an account of a facility visit or a customer interview. Examples are hypothetical. Provider sources support their published service descriptions; confirm the proposed account scope directly.