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Compare FreshBooks items with ShipStation products and stock
Report

Spot FreshBooks and ShipStation item drift by SKU

For operations teams who keep items in FreshBooks and products in ShipStation and want the differences listed by asking their AI assistant.

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Compare FreshBooks items with ShipStation products and stock
Compare our FreshBooks items with ShipStation products and stock for anything with Widget in the name, and tell me where the prices or stock counts do not agree.
Of 42 Widget items in FreshBooks, 38 match a ShipStation SKU. 3 are missing from ShipStation and 1 SKU exists only in ShipStation. - WID-100: FreshBooks price 24.00, ShipStation price 26.50 - WID-205: FreshBooks stock 40, ShipStation on hand 31 - WID-310: ShipStation product is inactive - 2 items skipped for having no SKU Want the full list of the 3 SKUs missing from ShipStation?
FreshBooks
Sample figures. Your results come from your own account.
freshbooks-get-item

On this page

The problem

The problem

The prompt

Who it's for

How it works

Tools used

Connector

FreshBooks

FreshBooks
Run it on your own FreshBooks data.

Connect FreshBooks, pick your AI tool and paste the prompt.

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The problem

Prices and stock drift between invoicing and shipping

Item prices, names and stock live in FreshBooks for invoicing and in ShipStation for shipping. Lining them up by SKU in a spreadsheet is slow, so drift shows only when an order goes out wrong.

Without PopdockAI

  • Export items from FreshBooks
  • Export products and stock from ShipStation
  • Match them by SKU in a spreadsheet
  • Find the drift on a customer order

With PopdockAI

  • Items, products and stock levels are read
  • Records are paired by SKU, ignoring case and spaces
  • Missing SKUs and differences are shown side by side
  • Untracked and SKU-less items skipped, nothing changed

The prompt

Use this prompt

Copy it into any AI tool connected to PopdockAI. Swap the values in braces for your own.

Prompt
**Objective:** Compare the FreshBooks item list with ShipStation products and stock by SKU, for items matching `{name-filter}` (default all items), and report differences.

**Step 1: Read items (FreshBooks server)**

Call `freshbooks-get-item`, using name.contains set to `{name-filter}` when it is not empty. Keep `sku`, `name`, `unit-cost`, `inventory` and `quantity`. Skip items with no sku and count them.

**Step 2: Read products (ShipStation server)**

Call `shipstation-get-product` and keep `sku`, `name`, `price`, `active` and `upc`. For a long item list, call it once per sku instead.

**Step 3: Read stock (ShipStation server)**

Call `shipstation-get-inventory` and keep `sku`, `on-hand`, `allocated` and `available`. Add up on-hand per sku across locations.

**Step 4: Report**

Three lists: SKUs in FreshBooks but not ShipStation, SKUs in ShipStation but not FreshBooks, and matched SKUs where price differs, the name differs, the product is inactive, or the FreshBooks inventory count differs from ShipStation on-hand. Show both values side by side.

**Rules & Guidelines:**

* `freshbooks-get-item` is on the freshbooks server; `shipstation-get-product` and `shipstation-get-inventory` are on the shipstation server.
* Compare SKUs ignoring case and surrounding spaces.
* Read-only. Do not call `freshbooks-update-item` or `freshbooks-add-item`.

**Validation:**

* If a FreshBooks item has no inventory tracking, leave it out of the stock comparison rather than reporting a mismatch.
* If neither side returns records, say so and stop.

Who it's for

One answer, three teams that use it

Operations managers

Keep stock counts in step

See where stock counts differ between the two systems before orders ship.

Where do FreshBooks and ShipStation stock counts disagree?

Bookkeepers

Invoice at the right price

Matched SKUs with different prices are listed side by side so invoices stay correct.

Which SKUs have a different price in FreshBooks than in ShipStation?

Ecommerce managers

Find products missing on one side

SKUs only in FreshBooks or only in ShipStation are listed for set up.

Which ShipStation products have no matching FreshBooks item?

How it works

What PopdockAI does when you ask

You name the items or check them all, and your AI assistant compares FreshBooks and ShipStation by SKU. It reports only.

01

Ask

You name the items to check, or leave it open for all of them.

Your AI tool

02

Read

It reads FreshBooks items and the ShipStation products and stock levels.

freshbooks-get-item

03

Match

It pairs records by SKU and skips items with no SKU or no stock tracking.

No items found.

04

Report

You get missing SKUs on each side and matched SKUs that differ, side by side.

Your AI tool

What PopdockAI provides

The tools behind the answer

Ready made tools for FreshBooks and one secure connection to your AI tool. No code, no exports.

get-data

freshbooks-get-item

Returns the item catalogue from FreshBooks with prices, tax and stock. Filter by name.
Read only.Nothing in FreshBooks Changes

This report is built from Get data tools only. PopdockAI applies the row, field and parameter rules your admin sets, and every query is written to the audit trail.

How Popdock AI secures your data

The outcome

Item drift found by SKU before it reaches an order

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Related use cases

More ways to put this data to work

All Ramp use cases

One prompt template with infinite possibilities.

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Your AI assistant adapts its approach, tone, and capabilities to match each unique context while you maintain a single, manageable workflow.

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