Real numbers, real assumptions shown — not a marketing round number pretending to be an industry average.
There's no single verified industry-wide "average cost per SKU" figure, since it depends heavily on whether you're paying for labor time, an agency retainer, or per-listing AI processing. SKUforge's AI-generated attributes run ₹3-15 per SKU depending on the AI engine. Manual labor cost can be estimated as time-per-SKU multiplied by an hourly rate — for example, 15 minutes at ₹300/hour works out to roughly ₹75 per SKU in labor alone, before any agency service markup on top.
| Approach | Cost basis | Estimated per SKU |
|---|---|---|
| Manual (in-house) | Time × hourly rate | ~₹75 (15 min @ ₹300/hr)* |
| Outsourced agency | Labor time + service markup | Varies — labor cost plus agency margin |
| SKUforge (AI) | Flat per-SKU rate, engine-dependent | ₹3–15 |
*Illustrative estimate using a 15-minute-per-SKU, ₹300/hour assumption — actual time and labor cost vary by product complexity and who's doing the work. Agency pricing isn't shown as a fixed number here since it varies by scope, volume, and provider; ask any agency you're evaluating for their actual per-SKU or retainer rate rather than relying on an industry-average claim.
The bigger difference at real volume isn't the per-SKU number alone — it's how each approach scales. Manual and agency costs scale with headcount: cataloging 5,000 SKUs a season needs proportionally more people or hours than cataloging 500. AI-generated attribute costs scale linearly with SKU count regardless of headcount, since there's no team to staff up. That's the actual reason the total cost gap widens as catalog size grows, not just the headline per-SKU figure.
There's no single verified industry-wide figure, since it depends heavily on whether you're paying for labor time, an agency retainer, or per-listing AI processing. SKUforge's AI-generated attributes run ₹3-15 per SKU depending on the AI engine. Manual labor cost can be estimated as time-per-SKU multiplied by an hourly rate — for example, 15 minutes at ₹300/hour works out to roughly ₹75 per SKU in labor alone, before any agency markup.
On a per-SKU basis, usually yes at any meaningful volume, since AI pricing is a flat per-SKU rate that doesn't scale with headcount, while agency pricing typically reflects labor time plus a service markup. The gap widens as volume grows, since agency capacity is tied to how many people they can staff on your account.
At that volume, an AI-native catalog platform is typically the lowest per-SKU cost option, since it doesn't require scaling a team to match SKU count. The total cost is close to (SKU count) × (per-SKU AI rate), compared to manual or agency options where cost scales with hours worked, which tends to be higher at volume.
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