Revenue engineering for Shopify brands

Your ads bring the traffic. We stop the funnel from leaking it.

Offer pages, split tests and checkout logic for paid-traffic Shopify brands, with AI agents that catch broken carts, codes and pages before your media buyer does.

  • Read-only store access
  • No replatforming
  • Webflow or your Shopify theme

A shopper clicks a Meta ad. The PixelFine edge layer splits traffic 50/50 between offer page A and B, applies redirects and geo rules and keeps the UTMs. The request moves on to the cart, checkout and the order. An agent guards each stop: GRD-05 Offer QA and GRD-03 Page Health on the offer page, GRD-04 Inventory Watch on the cart, GRD-01 Launch Check on checkout and GRD-02 CVR Watch on the order. In the sample trace GRD-01 catches a failed free shipping rule at checkout, and the request continues once it is fixed.

One request from ad click to order. PixelFine builds the path and the agents that guard it.

The problem

Where paid funnels leak

Ad spend does not pause when something downstream breaks. These are the leaks that cost the most, and most of them make no noise.

  • A code breaks at checkout. The ads keep spending.

    A discount code or free-shipping rule stops applying after a theme or app change. Shoppers drop at the last step, and nobody hears about it until the weekly numbers.

  • A variant sells out in the middle of a test.

    The pack a split test sends traffic to goes out of stock. The test keeps running, half the clicks land on a dead offer, and the result is noise.

  • A page goes blank or stale.

    A cache serves an empty shell or last week's offer. The page still returns 200, so uptime checks stay green while paid clicks bounce.

  • Tracking goes blind.

    A redirect drops the UTMs or a pixel event stops firing. The media buyer optimizes on partial data and scales the wrong ad.

  • Launches wait on developers.

    The creative and the budget are ready. The offer page waits days for theme code, a sprint slot or an agency ticket.

What we build

Four parts that keep paid traffic converting.

Each part ships on its own. Your store, theme and apps stay where they are.

Part 01

Offer pages that go live in days

Split tests, redirects and geo rules ship without a theme deploy or a sprint slot.

  • Webflow
  • Shopify theme
  • edge
Live offers3 live
/spring-bundlesplit A / BWebflow
/gift-setliveShopify theme
/sale301 redirectedge

Part 02

Checkout logic, tested before it ships

Bundles, codes and free gifts rebuilt on Shopify Functions, every rule tested before launch.

  • Shopify Functions
  • bundles
  • codes
Checkout rulestested
Starter kit, 3 itemsbundle price
Code SPRING15no stacking
Free gift over thresholdauto-added

Part 03

Five agents watching 24/7

They check every launch, watch the live funnel and post to Slack when it breaks.

  • launch checks
  • CVR alerts
  • Slack
Meet the agents

Part 04

Know which ad actually sold

UTMs survive every redirect and variant, then land on the order with page, variant and offer.

  • UTMs kept
  • order attributes
  • per-funnel
UTM trailone session
clickutm_source=meta &utm_campaign=spring
page/spring-bundle, variant=B
orderutm_campaign=spring variant=B kept

Fragments show sample data, not client results.

Revenue Guard

Five agents on shift. 24/7.

They check every launch, watch every hour and post to Slack the moment something breaks. Nobody finds out from a customer.

One day on shift, 00:00 to 24:00137 checks so far, 1 caught

Free-shipping rule broke on /spring-bundle

caught by Launch Check · fixed 03:40

GRD-01Launch Check
GRD-02CVR Watch
GRD-03Page Health
GRD-04Inventory Watch
GRD-05Offer QA

Sample day. Page Health ran every 5 minutes, CVR Watch every hour, Offer QA after each change, Inventory Watch daily and Launch Check before each launch. At 03:12 Launch Check caught a broken free-shipping rule on /spring-bundle; it was fixed at 03:40. Faint ticks after 09:44 are scheduled runs.

  • GRD-02every hour

    CVR Watch

    Flags conversion that falls below its own normal for that page and hour.

    On shift · last run 1 min ago

  • GRD-03every 5 minutes

    Page Health

    Catches offer pages that load blank, serve a stale copy or fail outright.

    On shift · last run 4 min ago

  • GRD-04daily + at-risk

    Inventory Watch

    Spots a variant that will sell out before a running test ends.

    On shift · last run 5 min ago

  • GRD-05after every change

    Offer QA

    Catches a price or badge on the page that does not match the catalog.

    On shift · last run 2 min ago

guard.loglive
  1. 09:35GRD-03/spring-bundle200 · freshok
  2. 09:35GRD-03/gift-set200 · freshok
  3. 09:36GRD-05/eye-gel-3packprice = catalogok
  4. 09:38GRD-01/gift-set12 / 12 pathsship
  5. 09:39GRD-04starter-kit x3stock 38 daysok
  6. 09:40GRD-03/sale301 → /spring-bundleok
  7. 09:40GRD-03/spring-bundle200 · freshok
  8. 09:42GRD-05/eye-gel-3packbadge = catalogok
  9. 09:43GRD-02/spring-bundleCVR 1.1% vs 2.9%→ #growth-alerts
  • Read-only access to your store admin.
  • Alerts in your Slack.
  • You own the setup.

How it works

Five stops to an order. A guard at each.

The route a paid visitor takes from ad to order, who owns each stop, and the agent that watches it.

  1. Ad click

    The URL carries the campaign: source, campaign, ad and click ID.

    GRD-05 Offer QAthe page your ad promises matches the catalog

    OwnerYour ad accounts

  2. Offer page

    The page or test variant loads from Webflow, your theme or our edge layer.

    GRD-03 Page Healthstatus, speed and stale cache every 5 minutes

    OwnerPixelFine, edited by your team

  3. Cart

    Bundle, subscription and gift go into a real Shopify cart.

    GRD-04 Inventory Watchflags a sold-out variant before traffic hits it

    OwnerShopify

  4. Checkout

    Codes, free shipping and checkout functions apply.

    GRD-01 Launch Checkevery pack walked through checkout before go-live

    OwnerShopify, with our functions

  5. Order

    The order lands with page, variant, offer and campaign attached.

    GRD-02 CVR Watchdrops against baseline posted to Slack

    OwnerYour store

Scoped on a call, no rate card

Find the leaks. Fix them. Keep them fixed.

Every engagement is scoped on a call. Most brands start with the audit.

Start here

Funnel Leak Audit

Length
About 2 weeks
Scope
Scoped on a call

A written teardown of your pages, tracking and checkout, with a prioritized fix list. Yours to keep, whether or not we build it.

  • Every live offer traced from ad click to order
  • Offer pages: speed, caching, and each offer checked against the catalog
  • Checkout logic: bundles, subscriptions, codes, gifts and free shipping
  • Tracking: where UTMs and pixel events drop, and what that hides from your media buyer
Request a funnel audit

Fixed scope, scoped on a call

Build sprint

We fix what the audit found and build what comes next: offer pages, split tests, checkout logic and attribution. A fixed scope with a launch date, not an open ticket queue.

Monthly, scoped on a call

Revenue Guard

The agents stay on after launch: launch checks, conversion alerts, page health, inventory watch and offer QA, posting to your Slack. Plus a monthly review of what fired, what leaked and what to fix next.

Platform

funnel-edge

In private beta

The edge platform we build on. Routes, split tests and the checks the agents run are configured per brand, not rewritten each time, so a new offer starts from parts that are already built and tested.

It is in private beta and not something you sign up for. We walk through it live on a call.

funnel.configspring-bundle
routes:
  /spring-bundle  webflow  lp/spring-bundle
  /sale           301      /spring-bundle

split:
  /spring-bundle  A 50  B 50  sticky

checks:
  launch          every pack, before go-live
  cvr             alert below baseline
  inventory       flag sold-out variants
  page            status, cache, offer vs catalog

alerts:           slack #growth-alerts
utm:              keep to order

One engineer, end to end

PixelFine is Vlad Ionov. For five years he has built the revenue side of a US DTC beauty brand, solo and end to end: the offer pages, the edge routing in front of them, the Shopify checkout logic, the tracking that ties ad spend to orders, and now the agents that watch it all.

Vlad Ionov

Vlad Ionov

Founder, PixelFine

More about PixelFine
Since
2021
Stack
Webflow · Cloudflare Workers · Shopify
Model
One engineer, no handoffs

Questions

Questions brands ask first

Not answered here?hello@pixelfine.io

Do we need Webflow?

No. Offer pages can live in Webflow, in your Shopify theme or in the page builder you already use. The audit recommends one based on who edits pages on your team.

Do we need Shopify Plus?

No. Offer pages, tests, tracking and the agents work on any plan. Some checkout customizations need Plus; the audit says what your plan supports before you commit to anything.

What access do the agents need?

Read-only access to your store admin: products, inventory, orders and analytics. Everything else they do from the storefront, like a shopper: load pages, build carts and reach checkout, stopping before payment. They report to Slack and never change products, prices or settings.

Who owns the code and the agents?

You own your store, your pages, your domain and your data. Brand-specific code, checkout logic and agent configuration are delivered to your accounts. Platform licensing is written into the scope.

How fast is a launch?

It depends on the offer and the checkout logic behind it, so the timeline goes into the scope, not onto this page. An offer built from parts that already exist moves in days. New checkout logic takes longer, because it is tested before it goes live.

Do you work with agencies?

Yes. Paid-media and creative agencies bring us in white-label: you keep the client and the ads, we build and guard the funnel behind them.

Contact

Send us your funnel. We will show you where it leaks.

A few lines are enough. The email opens with a short template: brand, site, stack and what hurts. You get a reply from the engineer who would do the work.

hello@pixelfine.io

New messageprefilled

Tohello@pixelfine.io

SubjectFunnel audit request

Hi Vlad,

Brand:

Site URL:

Stack (Shopify plan, page builder, key apps):

What hurts right now: