I'm 17 & I built an "Agentic AI" to kill the 15-minute Shopify listing grind. Seeking feedback

Ehaan, great work for 17. The $0.99 question is interesting but I think there's a framing issue: you're selling a productivity tool to merchants, and $0.99 signals "consumer toy" not "business tool." The merchants who actually save 10 hours/week will pay $19-29/mo without blinking. The $0.99 crowd churns fast and leaves support overhead.

I'm dealing with a similar positioning challenge with ClipForge (AI video repurposing SaaS). What's worked: charge based on the value you unlock, not what feels safe. For a tool that eliminates 10h/week of listing work, $0.99 leaves serious money on the table even as an intro price.

On the agentic approach: are you doing any pre-processing on the supplier PDFs with vision models, or is it strictly text-based parsing?

"This is exactly the right problem to be solving. To answer your question about the most 'manual' task still out there: I spent three solid days in mid-April doing nothing but 'chopping' and processing data for a technical project. Even with AI handling 90% of the generation, the simple act of pasting unstructured text and wrestling with the formatting was a massive bottleneck.

I just watched your 30s demo with the Logitech headset, and if Filleo can actually take that kind of messy, unstructured supplier paste and reliably map it to the right Shopify fields without requiring human formatting first, you've nailed the core value.

Regarding the $0.99 experiment: it definitely reduces friction for a waitlist, but I lean toward leoparkbuild's take. Since this is a B2B tool touching production catalog data, $0.99 feels like a consumer app price, which might inadvertently lower trust. A free trial (which you actually mention at the end of the YouTube short!) leading into a $9.99/mo tier might signal higher reliability while still being a no-brainer for a solo founder.

Great work for 17. The agentic approach to unstructured pasting is the right move."

Built TokRepo (skill marketplace for AI agents) and the agentic-listing pattern is the right shape for this market — but the failure mode hidden in the demo eats you at scale. Three things to check before 100 active merchants:

1. HS-code accuracy on edge cases. We see ~94% on common SKUs (electronics, apparel) vs ~71% on niche (specialty food, supplements, hazmat). That 23-point gap = silent return-rate spike at month 3. Add a confidence score per field; <85% requires human review or you eat customs disputes.

2. Title/SEO drift. AI-generated listings produce consistent output within a week, but at 30+ days the same input gives 18% different output (model versioning + prompt drift). Shopify SEO loses ranking on re-generated listings. Pin the prompt + model version per product.

3. The $0.99 vs $9.99 debate is downstream of trust — the actual conversion lever is "can I see one of MY products listed before I commit?" Show 3 free demo runs on their store inventory, then $9.99 monthly. We saw 4.2x conversion vs flat pricing across TokRepo's agent-skill onboarding.

Agentic-AI-for-merchants is real and big. Shopify listing wedge is correct. Just don't ship without the confidence gate. The 17-year-old founder + agentic-AI combo is a cleaner positioning than half the YC AI batch this year.

Replacing 20 minutes of manual copy-pasting with a 15-second automated agent is exactly the kind of friction reduction that turns a tool into a necessity. The $0.99 offer is a smart way to gather data quickly, provided the AI nails the complex fields like HS codes and SEO tags every time. Do you plan to add bulk parsing for those messy supplier spreadsheets next?

Really interesting experiment with the $0.99 pricing.

My take: it doesn't look cheap, it looks frictionless — which is
exactly what you want for a waitlist conversion. The risk is people
who pay $0.99 have different expectations than $9.99 users.
Worth testing churn after month 1.

The "messy supplier sheets → ready-to-publish" angle is strong.
That's a real pain point.

Most manual task I still do: syncing payment/subscription status
between Stripe webhooks and my DB. Just shipped a guide on it
actually — the tooling exists but the wiring is always custom.

Good luck with the launch 🚀

The workflow pain is real.

But $0.99 is the wrong signal.

For a tool touching catalog quality, SEO, and conversion, ultra-low pricing does not reduce friction.
It reduces trust.

Merchants are not buying “cheap automation.”
They’re buying faster listing throughput without wrecking product pages.

That’s the actual value.

Filleo is directionally fine for a placeholder, but if this expands beyond quick listing help into catalog infrastructure, the name will likely get outgrown fast.

Beryxa.com would position this much better if you push toward serious commerce ops instead of lightweight AI tooling.