It's tedious, not hard
Opening twenty tabs and copying prices isn't complicated — it's just slow, repetitive and easy to get wrong. That's exactly the work a pipeline should own.
About
We read the market so you don't have to.
PixHarvest turns public storefront data into competitive intelligence for DTC supplement brands — the kind of research a big brand has a team for, packaged for the seller who doesn't.
Who we are
A small team with a narrow obsession.
PixHarvest builds data pipelines for e-commerce niches, and supplement and functional-nutrition brands are the niche we know best.
We're deliberately small and deliberately narrow. Rather than cover every industry shallowly, we do one vertical deeply: the storefronts, the formats, the pricing behaviour and the stock patterns of the supplement world.
We'd rather tell you we can't cover a category than sell you a report we don't believe in.
At a glance
- Independent, remote-first team
- Focus: DTC supplements & functional nutrition
- Data from public Shopify & WooCommerce endpoints
- Buyers: brand owners & sellers, technical or not
- Promise: full refund if you're not satisfied
Why we built it
The gap between "I could look this up" and actually doing it.
Competitor prices are sitting in plain sight. Almost nobody has the hours to collect them across twenty stores, every week, and turn them into a decision.
Raw data isn't a conclusion
A spreadsheet of prices doesn't tell you where to position. The value is in the summarising — bands, signals, gaps — written in language a founder can act on.
Small brands deserve it too
Big brands have researchers. Independent sellers don't. Our whole reason to exist is closing that gap affordably, without asking you to learn a tool.
Methodology
How we keep it honest.
A report is only worth anything if you can trust it. These are the rules we hold ourselves to.
Capture, then reason
Data is collected first, deterministically. The AI summarises captured records — it never generates the prices or stock figures.
Timestamp everything
Every row and every cover note carries the moment it was captured, so you always know the age of a signal.
Label the sample
The free sample uses illustrative numbers and says so on every section. We never blur example data into real findings.
Stay inside the public web
We only read data stores publish. No private accounts, no circumventing blocks.
Principles
- Deterministic where it must be
- AI for reading & writing only
- No invented figures, ever
- Public sources only
- Refund if you're not satisfied
What we won't do
Every coin has a face worth showing.
- Invent statistics to make a slide look better
- Borrow customer logos or testimonials we haven't earned
- Promise outcomes we can't control
- Scrape private accounts or bypass access controls
- Hide refund conditions behind fine print
- Sell a category we can't cover properly