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Show HN: Generate Amazon product images from a photo in 30 seconds
(greenonion.ai)
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2 points
by yanjiechg
136 days ago
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7:38 PMHey HN,
I'm a solo founder who built GreenOnion (https://greenonion.ai) - an AI tool that generates Amazon A+ Content and listing images from a product photo in 30 seconds.
The problem:
Amazon/Etsy sellers need professional product images, but hiring designers costs $100-500 per product, DIY takes 3-5 hours, and they have 50-200 products in their catalogs.
What's different:
Most AI tools need detailed prompts and give inconsistent results. I found the "fine line" where AI reliably produces production-ready outputs (95%+ usable) while still feeling authentic to the brand. Technically it's layered prompts across models, but the real work was finding constraints that keep outputs both creative AND reliable.
Current state: Launched a month ago after repositioning to focus specifically on ecommerce
9 paying customers (first one bought highest tier immediately)
One said she "wanted to cry" because she'd been struggling with this for months
Outputs good enough that I use them on my own site What I'm struggling with: Pricing: $149 for ~33 A+ Content pieces feels too cheap for a $3K problem
The tech is "just prompts" - how do you build defensibility with API-based models?
Stay focused on ecommerce or expand to other use cases? Would love feedback, especially from solo founders on pricing and AI builders on moats.
Examples (all one-shot, no editing): https://greenonion.ai/use-cases/amazon-bulk-listing-images Thanks for reading! |
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The commenter's point about value-based pricing is spot on. A per-listing model ($15-25/listing) or tiered plans based on catalog size would let you capture more value from the 50-200 product sellers without scaring off smaller ones.
On defensibility — "just prompts" undersells what you've built. The hard part isn't the prompts, it's the constraint system that makes outputs production-ready and brand-consistent in one shot. Jasper hit $80M ARR on "just prompts" because workflow reliability is the moat. If your outputs are genuinely 95%+ usable without editing, that's your differentiator — lean into it.
Re: focus vs expand — stay on e-commerce imagery. You have 9 paying customers and a clear wedge. Expanding to other use cases before you've maxed out Amazon/Etsy sellers would be premature. The pivot to e-commerce focus was clearly the right call given your traction.
I actually ran a structured growth analysis on GreenOnion through a system I'm building — competitive landscape, channel recs, pricing breakdown, 90-day roadmap. Let us know what you think - https://growthmind.ai/growth-diagnosis-reports/greenonion/gr...