This month, this quarter, this year — last year sitting next to it.
Typical order · returning dollars · spend optional
Deeper Shopify numbers Analytics does not show.
Typical order is the median, not Shopify’s AOV. Returning dollars, not the returning-customer rate. Spend is optional. No pixel. No ad-network login.
$39/store/mo after 7-day trial
No pixelNo ad-network login
90 daysOrder history on trial
$39/store/moAfter 7-day trial · uninstall stops the charge
Shopify App Storemcfly-analytics-public
How it works
Overview → Orders → Customers.
This month, quarter, and year vs last year. Typical order and weekends. Returning dollars and LTV chips. Spend is optional — last tab, not the greeting.
On a 2026 analytics roundup
Pixel suite, P&L app, or Shopify-order desk.
Shopify Analytics already does this period’s sales, mean AOV, and returning-customer rate. Mcfly is the install when you want the median ticket, returning dollars, and last year next to this month — from orders you already have, at $0 spend.
Pixel / MTA / AI agent
Triple Whale and Polar. First-party pixels, ad-network logins, from hundreds a month. Polar’s App Store list price starts at $750/mo and moves with GMV. Mcfly does not ship a pixel.
Net profit / COGS / P&L
Lifetimely, TrueProfit. They need your costs. Lifetimely lists $149/mo at 3,000 orders. Mcfly does not ingest COGS and does not paint net profit.
Shopify numbers Analytics Overview skips
Median ticket, not AOV. Returning dollars, not the returning-customer rate. Days-to-second. LTV 30/90/365 from orders you already have. Spend optional, last. One flat store fee. $39 stays $39 at $5M.
Listing “from” prices, not a private quote: apps.shopify.com/polar-analytics · apps.shopify.com/triplewhale-1 (Foundation $219+) · apps.shopify.com/lifetimely-lifetime-value-and-profit-analytics. We do not invent Polar $1,020. Mcfly reviews: 0.
SAMPLE Snowdevil
Paste this to Slack.
SAMPLE Snowdevil · not a live client · Mcfly never posts to Slack — you copy. One briefing for the books, the agency, or a partner — not a Slack bot.
SAMPLE Snowdevil · This month $68,457 vs last year $69,891 (-$1,434 · -2%). Typical order is $631 — the middle order, not Shopify's average. Returning buyers carry 66% of sales ($45,409) — dollars, not headcount. Weekend mix is 23% of this window (SAMPLE). New-buyer 90-day worth $890 — observed orders, not an estimate. Typical wait to a second order is 21 days — median first→second gap.
Optional · Spend last
Total ROAS = Shopify Total Sales ÷ the spend you typed.
Same window. Empty is —. Not platform ROAS. Not a pixel.
Before you install
No pixel. No ad login. SAMPLE is not a client.
Do you put a pixel on my storefront?
No. No Mcfly pixel, no Meta/Google/TikTok login, no path credit, no “true ROAS.” Total ROAS is Shopify Total Sales ÷ spend you type. Empty spend paints —. Full FAQ.
What does this show that Shopify Analytics Overview does not?
Typical order (median, not AOV). Returning dollars, not the returning-customer rate. Weekend mix as a % of this window. Days-to-second. LTV 30/90/365 from orders you already have. Overview can already compare one range to last year — Mcfly keeps month, quarter, and year on one board.
Is this Triple Whale, Polar, or Lifetimely?
No. Those are pixel, warehouse, or P&L products. Mcfly is one Shopify desk. Overview · Orders · Customers work at $0 spend. Spend is last and optional. $39 stays $39 at $5M / not a GMV tax.
Can finance or an agency see this without a staff seat?
You copy or Save PNG. Mcfly never posts to Slack, never sends mail, and does not write to a project board. Shopify itself is all-or-nothing Admin.
Are these numbers a real store?
No. Snowdevil is SAMPLE, not a live client. Install reads your shop. The public desk is /demo.
One plan
$39/store/mo.
Install
after 7-day trial · uninstall stops the charge
One plan. Not a cut of GMV. Trial is 90 days of order history. Paid is up to 24 months.
$39 stays $39 at $5M. Not a GMV tax. Not a per-order surcharge.
See pricing