Choosing a CSV generator when every client needs their own rows

Count your clients, then count the stores each one sells on. That pair of numbers drives everything else in this decision, because a batch you generate for one client should never appear in another client's export. Separate workspaces and separate file names give you the audit trail you need when a client asks where a lead or a listing came from.

Your objection is the shared inbox that mixes everyone together, and it is a fair one. The tool produces files; the discipline of naming them per client and storing them per client sits with your team. Decide the folder structure before you generate anything, and the mixing problem stops being a tool problem and becomes a habit you can show a client.

Bulk generation matters most when a client hands you a catalogue rather than a handful of products. You feed the source data in, the tool drafts titles and descriptions in volume, and you export for the stores that client uses. The figure to hold in mind is how many client catalogues you can process in a working week without dropping the review step.

Begin with the trial credits, because free generation is the only honest way to see how the output reads for your clients' categories. Run one real catalogue through, count what you keep, and note how much editing each draft needs. That measurement tells you more than any tier label, and it costs you nothing but time.

The Creator lifetime level sits at the entry point for a single operator. For an agency with six or seven clients, ask yourself whether one person will run every batch or whether several people need to touch the same client work. The level you pick should match your team shape, not just your current client count, because you will grow into it.

The Store lifetime level and the BYOK Store lifetime level round out the choices. BYOK means you bring your own key, which changes how generation is paid for on your side. Ask the seller to explain the practical difference between the two before you decide, and check that the licence covers the way you hand work to clients.

Behind the tier comparison sits a simpler question: can you prove where each row came from? A client who asks which products entered an export, and when, needs an answer that is not a guess. Build a per-client naming convention and a dated log from the first batch, and the proof is there when it is requested.

SERP title variations are useful when a client wants several headline options per product, but they add rows you must label clearly. Keep variations inside the client's own folder so nobody mistakes a draft for a final title. That single rule does more for client separation than any feature list.

Exports for the major stores are the delivery step, and they are where client separation becomes visible. Each store applies its own rules, so an export that passes for one client's store may need edits for another's. Read every file before it leaves your desk, and keep the reviewed version as the record you show the client.

Moving up a tier is really about capacity and payment route rather than a different product. You are buying more room to run client batches, or a different way of covering the generation cost. Ask what changes in practice: how many batches you can run, and whether the licence terms shift when you move up.

The honest test is a week of real agency work. Take two client catalogues, generate for both, review both, and export for the stores each one uses. Time the whole loop, including the review, because that review time is your staff cost and it does not shrink when you pay for a higher tier.

If the loop fits your week and the separation rules hold, the higher tier is a capacity decision you can justify to yourself. If the review time swallows the gain, a lower tier plus better habits is the more sensible purchase. Either way, write down the licence terms you were given before you pay.