Business practice
Track sizes without daily spreadsheets
Model-level availability does not show which sizes and colors remain. Organize variant collection for purchasing, ads, and catalogs.
News and notes
What is new in Akmelo and how to get more value from your data.
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Guides
How to choose a collection schedule
Match collection frequency to the business task, run duration, and time zone. Check the schedule before enabling it.
Stories
The source page changed: check the scenario
An empty price does not always mean the markup changed. Inspect source responses, compare pages, and trial a fix before publishing.
Stories
Price and stock depend on the city
A regional Wildberries example shows how to keep separate city records, availability, and missing values.
Guides
Why did collection miss catalog pages?
When fewer products appear than expected, check run status, selection scope, pagination, filters, and record keys.
Business practice
Price checks without the morning catalog tour
Bring comparable offers into one file so buyers can focus on the product range. A workflow and a way to estimate its value.
Guides
How to compare the same product across runs
A name does not replace an SKU. Learn to account for regions and variants and check record keys before regular collection.
Guides
Leading zeroes in SKUs: choose field types carefully
Preserve zeroes in identifiers, choose a type for prices, and test transformations. Similar-looking values can need different field types.