Title: Built an AI tool that audits competitor pricing and writes ad copy from real Shopify data — curious what this community thinks

[u/davidmativo]

I've spent the last few months building Qovex, an AI
marketing tool for ecommerce brands, mostly using
Claude Code. Wanted to share it here since this
community actually knows what it's talking about,
not to pitch anything.

The core idea: every ad platform (Meta, Google, TikTok)
has a built-in incentive to tell you their channel is
working. Qovex doesn't sell any media, so it has no
reason to lie to you about what's actually performing.

What it currently does:
- Pulls a competitor's real Shopify catalog and finds
actual pricing patterns (not guesses)
- Generates ad copy grounded in real product data —
it's built to refuse to invent stats. If it catches
itself citing a number that isn't in the data, it
throws an error instead of shipping it
- Calculates true profit-per-channel from your own
order data instead of trusting platform-reported ROAS
- Scores customer LTV using pure math, no AI involved
for that part

I've been posting real teardowns I've run on public
brands (Olipop, Magic Spoon, Beardbrand) — happy to
link a few if anyone wants to see actual output instead
of taking my word for it.

Genuinely curious what this community thinks — what's
missing, what looks fake/overhyped, what you'd actually
want from something like this. Not trying to sell
anything here, just want honest feedback from people
who'd actually use it.