Free tools · no signup
Run the numbers before you talk to us.
Calculators built on the same benchmarks we use inside an audit, and product-data tools that read a page the way a model reads it. AI systems for Shopify brands doing $3M–$30M, running a subscription platform, a helpdesk and a 3PL. Everything computes in your browser, free, with no email required. If a tool asks for an address before it shows you a number, it isn’t a tool — it’s a form.
Free, ungated, and honest about the assumptions.
Gating the answer is how a calculator stops being useful to the person using it. So none of these do. Five rules govern all of them.
- Nothing is gated Every primary number computes in your browser as you type. No email, no signup, no sequence waiting on the other side. There is an optional PDF breakdown on each tool, and the figure on screen doesn’t move whether you take it or not.
- The arithmetic is printed Each calculator shows the constants it runs on, the formula it applies to them, and the source next to the number. If you disagree with an assumption, you can see exactly which line it changes.
- We say when we don’t know Where there is no benchmark we’d put a client’s budget behind, the tool marks it to confirm and prices the whole range instead of picking the figure that flatters the pitch.
- They are estimates, not measurements An industry average plus your three inputs is an estimate. Your own retry logs, cancel reasons and subscription-platform exports are the measurement — and that is the first week of an audit, not a calculator.
- No model is involved in any of these Every tool on this page is deterministic: a handful of inputs and a printed formula, or a parser reading markup that is already on your page. Nothing about your business is inferred and the same inputs give the same answer every time. We build AI systems for a living, and where arithmetic answers the question, arithmetic is the honest tool. If we ever ship a tool here that queries a model, that tool will say so on its own page — in the first paragraph, not the footnotes.
One tool for each leak.
Failed payments, subscription churn, underbuilt flows, mistimed reorders, product data a model cannot read — the money the Recover, Retain and Reach systems go after, sized here with the arithmetic attached before anybody builds anything.
Product data
Read a product page the way a model reads it, and emit what is missing.
Product schema generator
Product JSON-LD for a Shopify page, and the properties you are missing. Product page source · or the fields by hand Open tool → AI search visibilityAI visibility tracker
Visibility rate and share of voice from your own runs, with the sample size attached. Answers collected · mentions · competitors Open tool → AI search visibilityChatGPT product visibility checker
The category questions a shopper asks, and whether a model names you. Category · audience · competitor · budget Open tool → AI search visibilityllms.txt generator
Turn a Shopify sitemap into an llms.txt — and serve it where Shopify lets you. Sitemap or URL list · store name Open tool → AI search visibilityAI readiness checker
Score what a language model can actually read from a product page. Product page source · 12 checks, 5 categories Open tool →Calculators
A few inputs and a printed formula, computed in your browser.
Failed-payment calculator
What declined cards are costing you, and what is recoverable. MRR · subscribers · recovery rate Open calculator → Subscription retentionSubscription churn calculator
Split voluntary from involuntary, and price one point of improvement. Starting subscribers · cancels · new adds · period Open calculator → Lifecycle flowsFlow revenue calculator
The gap between your flow revenue and the category benchmark. Monthly sessions · list size · flow revenue Open calculator → Replenishment timingReplenishment timing calculator
When the reorder prompt should actually land. Product size · consumption rate · send timing Open calculator →Each one pairs with the service that fixes what it measures and with the benchmark page the constants came from.