Best practices for bulk upload item images?

I'm testing the bulk upload of item images. I am naming the image to match the item, in hopes to achieve a "high confidence match", but it is not working for a majority of my items. 

 

Has anyone had success with this aside from using SKUs or GTIN (we don't use them) to serve as the matching factor when bulk uploading images?

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I've had mixed results with matching by item name alone. In my experience, the closer the image filename matches the item name exactly, the better the chances, but it still isn't always consistent.

If you're not using SKUs or GTINs, you may end up having to manually review some of the matches after the upload. Hopefully someone else has found a more reliable workaround, because I'd be interested to know as well.

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