A ShopHunter alternative that will not guess
If you are looking for an alternative to ShopHunter, you are almost certainly looking for one number: what a Shopify store earns. This page is about how StorePrism gets to that number differently, and it opens with the part most comparison pages bury — StorePrism only answers for stores it has been watching. A store new to it gets no guess, just the honest state of the data and a date when that changes.
The short version
ShopHunter will give you an estimated revenue figure for any store today, watched or not. StorePrism gives you one only for a store it has been watching, because its figure is a measurement rather than a model: recorded inventory movement, priced and summed, published as a floor the store demonstrably passed and a projection with a confidence band. If you need an answer about an arbitrary store this afternoon, ShopHunter has one. If you have been burned by an answer that turned out to be invented, keep reading.
What StorePrism does today
| Capability | Status | Detail |
|---|---|---|
| See which Shopify theme a storefront is running. | Available now | Free, no account, and the answer says when it was read rather than pretending a cached result is a fresh one. |
| See a store's published catalog — its products, variants and prices. | Available now | Read from the same document the poll already fetches, so it costs no extra request. A price carries the currency the storefront declared, or honestly none. |
| See a store's current products, variants and prices as a CSV download. | Available now | Free at every size, no account, and served from what the collector already holds rather than crawled on demand. Every row of the file carries the date the catalog was read and whether that read reached the end of it, because a file outlives the page that explained it. |
| We are collecting an append-only inventory history for every tracked store, and nothing reads it back yet. | Being built — not readable yet | The collector is running and the time-series is growing right now. Nothing reads it back yet — that is what the estimate is waiting on, and it is why the clock had to start before the feature did. |
| See an estimated monthly revenue figure for a store, with a confidence band. | Available now | On /tools/shopify-revenue-estimator. Two figures, and they are not the same kind of claim: the floor is a bound the store demonstrably passed, the monthly figure is a projection and is not. Below the history threshold there is no number at all — the honest answer is that we are still gathering data, and it costs nothing. Neither does an answer for a store whose currency we could never read. |
| See a store's best sellers, ranked by the sell-through we watched over sixty days. | Available now | On /tools/shopify-best-sellers. Ten products, ordered by the number of sell-through events we watched — never by money, because unpriced variants are not evenly spread across a catalog. The ranking is the paid half; how long we have been watching the store is free. |
That table is generated from the same ledger this project tracks its own progress in, and a test fails the build if this page describes anything on it as available before the ledger says it is — or as missing after it. It is the only way we found to make a marketing page structurally incapable of drifting from the software, in either direction.
What ShopHunter says about itself
What ShopHunter says about itself, and when we read it
A Shopify sales tracker and product research tool, sold on estimated revenue for any store. ShopHunter
- ShopHunter describes itself as "an easy-to-use product exploration tool that provides you sales, revenue, and ad insights for any Shopify store". (as of 31 July 2026, from ShopHunter's home page)
- It says it estimates how much a store is making daily from traffic patterns, ad counts and conversion behaviour, and offers hourly updates with historical sales trends. (as of 31 July 2026, from ShopHunter's home page)
- Its public marketing site states no accuracy figure and no confidence range for those estimates. (as of 31 July 2026, from ShopHunter's home page)
- ShopHunter publishes no prices on its public site — its plans are behind sign-up, so we are not quoting a number for them. Figures circulating on review and coupon sites are not ShopHunter's own page and we will not repeat them as if they were. (as of 31 July 2026, from ShopHunter's public site)
Where the two actually differ
Where the estimate comes from
ShopHunter says it estimates a store's daily takings from traffic patterns, ad counts and conversion behaviour. Those are reasonable proxies and they have the enormous advantage of working immediately on a store nobody has been watching. They are also, by construction, a model of a store rather than a measurement of one: two stores with identical traffic and identical ad spend can convert very differently, and nothing in that method can tell you which one you are looking at.
StorePrism is built on the other trade. It reads a store's published catalog repeatedly and records what changed, which measures something real — but it only works on stores it has been watching, and it is worth nothing on day one. That is why the collection started long before this page existed.
What each will admit it does not know
As of the date on the facts above, ShopHunter's public site states no accuracy figure and no confidence range. StorePrism publishes a confidence band with every estimate and refuses to publish a figure at all below the point where there is enough history to support one — below it, the answer says so rather than filling the space.
Price
StorePrism's tools are free and need no account. We are not quoting a price for ShopHunter, because it does not publish one on its public site — see the dated facts above. Numbers circulating on review and coupon sites are not their pricing page, and repeating one as if it were is exactly the kind of thing this page exists not to do.
Who should not use StorePrism
If your work depends on a revenue figure for stores nobody has been watching, StorePrism is not the tool: it refuses to invent a number for a store it has no history on. And you should treat any tool's figure as an estimate with a wide range around it, ours included. If you are picking a tool to live with, the question worth asking is what happens when its estimate is wrong, and whether it tells you how confident it is at all.
What you can use today, free
- Shopify Theme Detector — paste any store's domain and see the theme it runs, with the time the answer was read.
- Shopify Best Sellers — which products a store sells the most of, ordered by the sell-through we watched over sixty days. The ranking itself is on a paid plan; how long we have been watching the store is not, and that is the number that tells you whether an answer exists at all.
- Shopify Revenue Estimator — the floor, the projection and the confidence band for a watched store. The figure is on a paid plan; whether enough history exists for one is free to see, and so is the date the watching started.
- PPSPY vs Dropship.io — the same treatment applied to two tools that are not ours, with both their prices dated and sourced.
- What StorePrism can tell you — the same capability table, kept current with the codebase.
Questions
Is StorePrism a drop-in replacement for ShopHunter?
Only for stores it has been watching. ShopHunter's headline feature is an estimated revenue figure for any store, instantly. StorePrism produces its figure from inventory recorded over time, so a store already in its queue gets a floor, a projection and a confidence band — and a store it has never watched gets no guess at all, just the date the watching started. The theme, the catalog and the CSV export are free for any store either way.
Why does a new store get no number, when everyone else shows one?
Because a number nobody can stand behind is worse than no number. Store-level sales estimation from inventory tracked over time needs time — history cannot be reconstructed after the fact, and below the point where there is enough of it the honest answer is that we are still gathering data. Every incumbent in this category shows an instant estimate for every store; the reviews are about how often it is wrong.
Where does the estimate come from?
Tracked inventory. Every store in the queue has its published catalog read on a cadence, and each reading is appended to a time-series that is never rewritten. Units that disappear from stock between two readings, priced at the moment they disappeared, are what the figure is made of. That is the slow part, and it has been running since before this page existed.
What does StorePrism cost?
The detectors, the catalog and the CSV export are free and need no account. The two answers computed from watched history — the revenue estimate and the best-seller ranking — are metered against a plan, and opening a page costs nothing: only an answer that actually contains a figure does.
How do I know your facts about ShopHunter are current?
Every fact on this page carries the date we read it and a link to the page we read it from. If a fact here ages past six months our build fails until somebody re-reads it, which is a deliberately annoying rule: a stale price on a comparison page is the cheapest possible way to lose a reader's trust.