Guides
Wildberries collection: estimating 100,000 records
Estimate Wildberries collection costs from a sample, billable processing time, regions, and extra operations before expanding the catalog. No fixed price per record.
News and notes
What is new in Akmelo and how to get more value from your data.
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Guides
CSV, JSON, or XML: choose an export format
Use a table for review, nested data for software, or XML to meet a recipient's requirements. Check a sample before delivery.
Guides
Size-level stock: what the total hides
A total stock number cannot answer whether one specific size is available. Read variants without turning gaps into zeroes.
Guides
What to check before exporting data
A blank price is not zero, and a successful run does not validate the file. Check missing values, keys, types, and an output sample.
Guides
Recheck a scenario using saved page snapshots
Test processing against saved HTTP responses without contacting the source again. Understand replay reports and limitations.
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.
Guides
Why did collection miss catalog pages?
When fewer products appear than expected, check run status, selection scope, pagination, filters, and record keys.
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.