What a lead-gen contractor pays for with ShopCSV AI

Your payment covers the generation engine and the export step, not a monthly seat. The tiers named on the pricing page are Creator lifetime, Store lifetime and BYOK Store lifetime, and each is a single purchase. For a contractor, that means the outlay lands once and then sits against however many client catalogues you run through it.

In lead generation work, the value sits in producing product titles, descriptions and listing variations in bulk. You are buying throughput rather than research. The tool writes copy and assembles a CSV; it does not hunt down contacts or verify that a named person still holds a role at a company, so budget your own time for that separately.

Free trial credits are the sensible starting point, because they let you measure how many generations one client batch actually consumes. Run a realistic slice of a catalogue through the trial before you read the tiers seriously. That gives you a credits-per-batch figure you can multiply against your client load.

Between the tiers, the practical difference is scale and how the generation is supplied. Creator lifetime sits at the entry point, Store lifetime is aimed at heavier store work, and BYOK Store lifetime brings your own key into the arrangement. The pricing page on softwareprogrammer.app sets out what each one includes, and that page is the place to compare them.

For a contractor, the question is how much bulk generation your client roster demands in a month. A single store catalogue with modest variation needs is a different proposition from several clients wanting title variations for search results. Read the tier descriptions against your own batch sizes rather than against a generic user.

Search result title variations are part of what the tool produces, which matters if your clients care how listings read in search. The tiers do not change that capability so much as the volume you can push through it. Match the tier to the number of catalogues you expect to run, not to the feature list alone.

The doubt you raised is verifiable rows, and it deserves a straight answer. ShopCSV AI generates listing copy and exports a CSV for store upload. It is not a contact-sourcing engine and it does not attach a provenance record to a person's name, email or job title. If your deliverable is verified contacts with a source per row, this tool is not that deliverable.

What it can do is take the product-copy portion of a client handover off your desk. Titles, descriptions and listing variations generated in bulk, then exported in a format the major stores accept, is a real chunk of work removed. The sourcing and verification of the people in the list stays with you.

That split is worth being explicit about with clients. If you present the tool as a lead source, you will disappoint them. If you present it as the listing-copy stage of a broader service, the expectation stays honest and the rows you do hand over keep whatever verification you applied yourself.

Start with the smaller commitment and let usage decide. Run your free trial credits down on a genuine client batch, note the credits consumed, and compare that figure with what Creator lifetime and Store lifetime provide. If the entry tier covers your monthly generation comfortably, the higher tier is money you have not yet earned a reason to spend.

The other comparison worth making is BYOK Store lifetime against Store lifetime. Bringing your own key changes how generation is supplied, and whether that suits you depends on your own arrangements rather than on the tool. Read both descriptions on the pricing page side by side and pick the one whose supply model you can actually support.

Whichever you choose, plan for review time. Generated copy needs a person to read it before it reaches a client store, and that cost sits outside the purchase price. A tier that fits your volume but leaves no room for checking is a false economy on a contractor's schedule.