Tracking Audit & Reconciliation
A full event inventory across GA4, Meta, Google Ads, Klaviyo and Shopify, reconciled against order data to quantify exactly where and how much data is lost.
Las Vegas, NV
Analytics, Tracking & Data in Las Vegas, NV
Measurement that survives a sales cycle where the click happens online, the conversation happens on a show floor and the order arrives by purchase order.
Delivered remotely for brands across Las Vegas and Nevada.
Scale · Las Vegas
Why Las Vegas brands come to us for this
- Quote requests, account applications and catalogue access tracked as valued conversion events, not as unmeasured form fills
- Show leads tagged by event name at capture so revenue arriving weeks later can be traced back to the floor
- Traffic spikes during CES, MAGIC and SHOT Show annotated in reporting so a badge-scan surge is not read as an organic win
- Server-side GTM on a first-party subdomain with clean browser-to-server deduplication for Meta CAPI and Enhanced Conversions
- Rep-entered and purchase-order revenue reconciled against Shopify so the offline half of the business is visible
Standard ecommerce analytics assumes the purchase completes in the session. A large share of commerce in this city does not. A buyer sees an ad, browses the catalogue, meets you at a booth in January, requests a quote in February and places a purchase order in March through an account manager. Every one of those steps is real and only one of them is a transaction event, so an untouched GA4 property will tell you that paid media produced almost nothing and the direct channel is a genius.
Fixing that means measuring the intermediate steps as first-class events and then reconciling them backwards. Quote requested, account application submitted, catalogue access granted, line sheet downloaded, first order placed, second order placed — each with the source that originally brought the person in, carried through the account record rather than lost at login. Offline and rep-entered orders get stitched in where the data allows, so a show lead that converts eight weeks later is credited to the campaign that started it.
Underneath that sits the ordinary but essential plumbing: server-side GTM on a first-party subdomain, Conversions API and Enhanced Conversions with properly hashed identifiers, deduplication between browser and server events done correctly, consent handled honestly, and a documented event schema so the numbers mean the same thing in six months. None of it is glamorous. All of it decides whether every optimisation decision downstream is being made on real data or on a plausible-looking fiction.
Local context
Attributing revenue that starts on a show floor and lands eight weeks later
The measurement problem specific to Las Vegas is lag and channel-crossing. Trade show weeks produce a spike in direct and branded traffic that has nothing to do with your organic or paid performance and everything to do with a badge scan, and a naive report will show a wonderful month for SEO in January. Meanwhile the actual revenue from that show arrives weeks later, often through an account manager, often as a purchase order that never touches the online checkout. We instrument for this deliberately: show leads tagged at source with the event name, branded and direct traffic annotated so the spike is explained rather than celebrated, quote and account-application events tracked as conversions with their own value, and a reconciliation that ties closed orders back to first touch even when the close happened over the phone. The result is a report where January's traffic surge and March's revenue are visibly the same story.
Scope
What Analytics & Data includes
The same standard of work we run for every client — applied to a Las Vegas brand’s realities.
Full service detailServer-Side Tracking
Server-side GTM on a first-party subdomain, resilient to ad blockers and ITP, with deduplication between browser and server events done properly.
Conversions API Integration
Meta CAPI, Google Enhanced Conversions and TikTok Events API with hashed identifiers, targeting event match quality of 8 or above.
GA4 Event Schema
A documented, consistent eCommerce event and parameter specification across every surface, so reports mean the same thing in six months as they do today.
Consent Mode & Privacy
Consent mode v2 wired to your CMP with modelled conversions, plus Shopify's customer privacy API and regional compliance handled correctly.
Executive Reporting Layer
One dashboard for blended MER, contribution margin, cohort LTV, new-versus-returning revenue and channel payback. Reconciled to Shopify, refreshed daily.
Scoped and quoted for your Las Vegas store
We do not work off a rate card. Every Las Vegas engagement starts with a fixed statement of work — named deliverables, named dates, one number — written after we have looked at your store, not before. If a smaller first step would serve you better, we will say so.
Get this scopedHow it runs
From kickoff to results
Audit & Quantify
We measure the gap between platform-reported and actual orders per channel. Most stores we audit are losing 15-30% of conversion signal before we start.
Specification
A written measurement plan: events, parameters, identifiers, consent states and destinations. Signed off before implementation begins.
Implement
Server-side container, CAPI, enhanced conversions and consent mode built in a staging environment and validated event by event.
Validate
Order-level reconciliation against Shopify for a full week, plus match-quality checks in each platform. We do not sign off on a screenshot of a tag firing.
Report & Maintain
Dashboards built, team trained, and monitoring in place to alert on event volume anomalies before someone spots them in a monthly report.
Proof
Analytics & Data results
Anonymised under NDA. Figures pulled from the client’s own analytics.
Consumer Electronics & Accessories
~$9M/yr, 210 SKUs, US + AU · Shopify Plus (migrated from BigCommerce)
Meta ROAS had slid from 3.6x to 1.9x in a year and the team had spent twelve months buying new creative to fix it. The real cause was measurement: the BigCommerce checkout dropped 22% of purchase events and the Conversions API had never been installed, so both ad platforms were optimising on incomplete data. The named constraint: peak season was 14 weeks out, and the replatform had to be live and stable well before Black Friday traffic arrived.
1.9x → 3.4xMeta ROAS, once the 22% event gap closed60 days after server-side tracking went live, spend up 18%. Most of that is signal we recovered, not performance we invented — the honest number is the blended CAC below, which is measured against Shopify orders
-32%customer acquisition cost$44 to $30 blended across Meta and Google
4.1s → 1.7smobile LCPdesktop went 2.9s to 1.2s over the same window
+47%peak-season revenueBlack Friday through Cyber Monday, year over year
In their words
Clients on this work
GA4/Shopify gap 14% → under 2%
“Paid audit, and worth every dollar. Forty pages on where our measurement was lying to us — duplicate purchase events, CAPI never configured, GA4 and Shopify off by 14% — each one ranked by the revenue it was hiding. No pitch deck at the end. We fixed six of the items ourselves before we ever signed a retainer.”
FounderHome goods brand, ~$3M/yr · Denver, CO
Verified client, 2026FAQ
Analytics & Data in Las Vegas — your questions
Partially, and partially is far better than nothing. When a lead enters through the site or a tagged show capture, the original source is stored on the customer or company record and stays there through the sales cycle. When the order is later placed by a rep against that account, it can be joined back to first touch in reporting. What you cannot do is attribute a walk-up who never touched a digital channel, and we mark that revenue as unattributed rather than quietly assigning it somewhere.
By annotating and segmenting rather than comparing month to month. We tag the show weeks in your reporting, separate branded and direct traffic from non-brand discovery, and hold year-on-year comparisons at the same point in the show calendar rather than the same calendar date. Once that is in place the underlying trend is readable and the spike stops distorting every channel report for a quarter.
Yes. Consent obligations follow the visitor, not the business model, and your traffic includes buyers in states and countries with their own requirements regardless of where your warehouse sits. We implement consent mode so tags respect the choice, keep the measurement degrading gracefully rather than collapsing, and make sure marketing consent captured at a booth or in a form is recorded in a way you could actually evidence later.
By assigning value from history rather than a flat number. We look at your realised close rate and average order value by product category and account type, and set event values that reflect what a quote in that segment is genuinely worth. That stops bidding algorithms treating a sample enquiry and a pallet quote identically, and it makes paid media reporting comparable to your actual pipeline.
Browser tracking loses 15-30% of conversions to ad blockers, ITP and consent rejections. Server-side sends events from your own infrastructure, which recovers most of that signal. Better signal means better algorithmic bidding, so it usually pays for itself in media efficiency within a quarter.
Four to six weeks for a typical Shopify store, including the validation week. Complex setups with subscriptions, multiple markets or a headless front end run six to ten. The audit and specification phase takes about a third of that and is the part that determines quality.
Yes. We use Shopify's Web Pixels API and customer events for checkout tracking, which is the supported path since checkout.liquid was retired. Order-level data comes through the server side, so checkout tracking no longer depends on scripts Shopify will not let you inject.
Next step
Analytics & Data for your Las Vegas brand.
Thirty minutes with the strategist who would actually run your account. We screen-share your store, read your data live, and tell you the three highest-value things we can see from the outside.
Shopify or Shopify Plus stores doing $150k/mo or moreFounder, CEO or eCommerce lead on the callNo deck and no pitch — we open your store instead
Prefer to write it out? [email protected] gets a real reply the same business day, Mon-Fri, 9am-6pm MT.