Boulevard → Customer.io · Conversion tracking
Connecting Boulevard to Customer.io
Boulevard serves premium salons and med spas where the first appointment is a consultation and the revenue arrives at the treatment that may or may not follow. Customer.io triggers messages from behaviour, which means an event you send is not recorded — it is acted on, usually within seconds, by sending something to a real person. The join between them succeeds or fails on one thing: whether the person identifier you assign reaches the Boulevard appointment before the conversion happens, because Customer.io can only match a conversion it can tie back to a click it recognizes.
✓ 30-minute call · No commitment · You leave with a written remediation plan even if we’re not the right fit.
Written guarantee
95%+ conversion accuracy on Boulevard → Customer.io
Measured against your own order records at handover. Miss it and we keep working at no cost until it’s met.
Built on — and certified for — the platforms that matter
Stape
Pro Partner
Meta
Tech Provider
Tag Manager
TikTok
Events API
Microsoft
UET Partner
CAPI Partner
CAPI Partner
Built on the same partner stack used by enterprise DTC brands.
By the numbers
No fake testimonials.Just the math.
70+
Platforms supported
Shopify · Woo · Magento · BigCommerce · 65 more
8+ / 10
Meta EMQ guaranteed
in writing — keep working free until hit
2–4d
Build to live
accurate data flowing within 7 days
$0
Monthly fees, ever
one-time fixed price · you own the stack
400d
Cookie lifetime
max RFC 6265bis allows · 57× Safari ITP
9
Ad channels covered
Meta · Google · TikTok · MS · LI · Pin · Snap · Reddit · X
95%+
Tracking accuracy
verified vs Stripe · GA4 · ad-platform reports
30 min
Free founder call
no SDR · no pitch deck · written remediation plan
Every figure above is either a commitment we put in writing or a countable fact. What your own setup is losing is not on this list, because we haven’t measured it yet — that happens on the call, against your own order records.
Real clients · real videos · real outcomes
Don’t take our word for it. Watch the receipts.
Founders, marketers, and agency owners describing the before-and-after of their Boulevard → Customer.io tracking rebuild — in their own words, on camera.
Why this join usually fails
The person identifier you assign never reaches Boulevard
The single most common cause. Online booking is Boulevard-hosted, and the treatment is usually booked in person at the end of the consultation.
Optimizing toward free consultations
Consultations are easy to book and cost the client nothing, so a platform told to maximize them will find people who book consultations. Some of those people were never going to buy a treatment.
A test event sending a real email
Because campaigns evaluate on arrival, there is no safe place to test in production. A malformed purchase event fired during development against a live workspace will send a real order confirmation to a real person, and that cannot be recalled.
Nothing reconciles afterwards
An upload that succeeds is not an upload that matched. Customer.io shows the event and the resulting campaign activity on the person's timeline. Check what the event triggered, not just that it arrived.
Architecture
How Boulevard and Customer.io actually connect
Two systems that know nothing about each other. Everything below exists to give them one shared reference.
Step 1
Boulevard holds the truth
A free consultation is a lead. A treatment is revenue. In med spa the gap between them can be weeks and the conversion rate between them is the number that actually decides whether a campaign works.
Step 2
Customer.io needs a click to match
Customer.io needs the person identifier, the event name and any attributes the campaign conditions reference. An event whose attributes are missing will still trigger a campaign, which may then send a message with an empty placeholder in it.
Step 3
The identifier is the bridge
The person identifier you assign, captured at the visit and carried into the Boulevard appointment. Without it there is nothing to join on and no tool fixes that.
Step 4
The event source decides reliability
Send consultations as a low-value lead event and completed treatments as the revenue event, with the treatment as the optimization target once volume allows.
Step 5
Deduplication at the destination
Customer.io does not deduplicate events. A purchase sent twice can enter a workflow twice and send two emails, and unlike a reporting duplicate the customer sees this one.
Diagnose it honestly
Working vs. broken, side by side
Both states look identical from the Customer.io dashboard, which is why this runs for months before anyone notices.
Normal — not a fault
The person identifier you assign present on the appointment
Visible on the record itself in Boulevard, not merely captured somewhere on the site.
Sent from the Boulevard appointment and sale record
Server-side, so it does not depend on the customer's browser still being there.
Deduplicated correctly
Customer.io does not deduplicate events. A purchase sent twice can enter a workflow twice and send two emails, and unlike a reporting duplicate the customer sees this one.
Reconciles with the source
Customer.io's count and Boulevard's records agree within a few percent over a closed window.
Actually broken
The person identifier you assign missing on most records
Online booking is Boulevard-hosted, and the treatment is usually booked in person at the end of the consultation.
Sent from the browser
Anyone who closes the tab, blocks the script or converts without a page load is invisible. Consultations are easy to book and cost the client nothing, so a platform told to maximize them will find people who book consultations. Some of those people were never going to buy a treatment.
Counted twice, or not at all
Because campaigns evaluate on arrival, there is no safe place to test in production. A malformed purchase event fired during development against a live workspace will send a real order confirmation to a real person, and that cannot be recalled.
Nobody has reconciled it
The dashboard shows a number and no one has compared it to Boulevard. A wrong number that nobody checks is indistinguishable from a right one.
Diagnostic sequence
Diagnostic order
Each step rules out a class of cause. Run them in order and the last one usually has a single explanation standing.
- 1
Count appointments carrying the person identifier you assign
The ceiling on everything else. Do this before debugging anything downstream.
- 2
Follow one real conversion end to end
From the ad click through Boulevard and into Customer.io.
- 3
Measure the consultation-to-treatment rate by campaign
It varies enormously by source, and it is invisible if only consultations are being reported.
- 4
Confirm which workspace you are writing to before sending anything
Environment separation is the whole safety mechanism in behaviour-triggered tools, and it is the thing most often skipped.
- 5
Read the match rate, not the success message
Customer.io shows the event and the resulting campaign activity on the person's timeline. Check what the event triggered, not just that it arrived.
Source-of-truth validation
How it gets proven
Against Boulevard's own records, not against either platform's dashboard.
- The person identifier you assign confirmed present on a live appointment.
- A real conversion followed from click through Boulevard to Customer.io.
- Events confirmed on person profiles with the triggered campaign activity verified, in a test workspace before production.
- Completed treatments reconciled against imported conversions over a window long enough to include the consultation gap.
- Reconciled over a fully closed window, matched per record rather than on totals.
- Re-checked 30 days later.
Straight talk
When you don't need this
Worth reading before paying anyone, including us.
- If Customer.io already reports conversions that reconcile against Boulevard's records within a few percent, this join is working and there is nothing to buy.
- Measure identifier coverage yourself first — pull your last hundred appointments and count how many carry the person identifier you assign. Ten minutes, free, and it tells you whether any of this is worth doing.
- If you have too few treatments a month for the platform to learn from, optimize on consultations but report on treatments, and say so.
- If your messaging is scheduled rather than behavioural, a simpler email platform does the job and removes the whole class of accidental-send risk.
Who this is for
Honest about who we’re a fit for.
We don’t take every project. Here’s how to tell if we’re right for you.
You’re a great fit if…
- You run Boulevard → Customer.io (or are migrating to it)
- You spend $5K+/month on paid ads (Meta, Google, TikTok, Microsoft, LinkedIn)
- Your reported ROAS doesn’t match what your bank account is saying
- You want to own your tracking stack — no monthly SaaS fees forever
- You have 2–4 days to do this once and never think about it again
Skip us if…
- You spend less than $500/month on paid ads (browser pixel is fine)
- You want a SaaS dashboard with monthly fees forever (Triple Whale, Hyros)
- You need attribution modeling — we fix the data foundation, not multi-touch reports
- You want a 6-month enterprise consulting engagement (we ship in 4 days)
- You expect us to manage your ad accounts (we don’t — that’s a different service)
If you’re still unsure,book the call anyway— we’ll tell you straight whether we can help.
What working looks like
The person identifier you assign on every appointment
Server-sideCaptured before the conversion and stored where it survives.
Conversions arriving in Customer.io
8+ EMQThe event lands on the person, evaluates against every campaign trigger and segment condition, and may send immediately.
Reconciled against the source
DedupedBoulevard's own records are the reference, not either dashboard.
What gets built
Identifier capture into Boulevard
Capture at the online consultation booking and persist against the client, so the treatment booked at the front desk still carries the origin.
Event source: the Boulevard appointment and sale record
Send consultations as a low-value lead event and completed treatments as the revenue event, with the treatment as the optimization target once volume allows.
Dispatch to Customer.io
The Customer.io Track API, posted server-side from your order or product system with the person identifier and event attributes.
Reversals where they exist
Cancellations and no-shows reverse.
Pick the package that fits your ad spend
Fixed-fee, no surprises. If your ad spend is meaningful,server-side tracking is what we recommend— it’s the only setup that survives iOS, Safari ITP and ad blockers.
Browser-side starter
Wires the join and verifies it on a live conversion. Honest about its ceiling where the source can only be read from the browser.
- The join built and tested end to end
- Verified on a real conversion
- Reconciled against the source's own records
- Written handover
1st-party server-side
Save $18K–$120K over 5 years vs Triple Whale / Hyros
The join built server-side from the source's own records, so it does not depend on a browser being present when the conversion happens.
- Events sourced from the system of record, not the browser
- Identifier captured and persisted end to end
- Deduplicated at the destination
- Reversals wired where the source supports them
- 95%+ accuracy guaranteed in writing
Full 1st-party stack
Every destination fed from one place, plus monitoring so a broken join surfaces in days rather than at quarter end.
- Everything in 1st-party server-side
- All paid destinations from one container
- CRM and offline loop
- Refunds and cancellations reversed everywhere
- Monitoring per destination
Not sure which tier fits?Book a 30-min scoping call— we’ll tell you straight, no upsell pressure.
How it works
Built in 2–4 days. Accurate data within 7.
We deliver the entire 1st-party server-side stack in 2–4 business days. You start collecting accurate, deduped conversion data the moment it goes live — and within 7 days every signal is flowing cleanly to Meta, Google, TikTok and the rest.
Kickoff + audit
30-min call. We map your current pixels, GTM, dataLayer, consent setup, and ad-platform integrations. You get a written report of every leak.
Build the stack
Server-side GTM container deployed on your subdomain. Meta CAPI · Google EC · TikTok Events API · Microsoft UET wired. Identity match + dedup configured.
QA + go-live
Live-fire test purchases across every funnel step. Meta EMQ verified at 8+. Tag Assistant + Pixel Helper passes. Side-by-side report delivered.
Verify accuracy
Your data flows clean. Within 7 days every signal — Meta, Google, TikTok, Microsoft — is fully accurate. Notion runbook + Loom walkthrough handoff.
Got questions?
The honestanswers.
No buzzwords, no upsell. If we don’t know, we say so.
01Why aren't my Boulevard conversions showing in Customer.io?
Almost always because the person identifier you assign never reached the Boulevard appointment. Online booking is Boulevard-hosted, and the treatment is usually booked in person at the end of the consultation. Measure coverage before debugging the dispatch.
02What identifier does Customer.io need?
Customer.io identifies people by an ID you control, with email as a common choice. Anonymous events can be sent and later merged, but a mismatch creates a second profile — and a second profile means a second copy of every campaign that person is enrolled in.
03Where should the event come from?
The Boulevard appointment and sale record. Send consultations as a low-value lead event and completed treatments as the revenue event, with the treatment as the optimization target once volume allows.
04How do I know it worked?
Customer.io shows the event and the resulting campaign activity on the person's timeline. Check what the event triggered, not just that it arrived.
Still have questions?Book a 30-min call— bring them all.
The call
What happens on your free 30-min call
No pitch deck, no SDR, no upsell pressure. Founder-led. Bring your ad-platform screens and yourBoulevard → Customer.io setup — we’ll work through it together.
Min 1–5
We get the lay of your store
What you sell, what you spend on ads, who handles dev. Quick context-gathering — no questionnaire upfront.
Min 5–15
We audit your tracking live
Screen-share. We open your Meta Events Manager, GTM, and ad reports. You see exactly which conversions are leaking.
Min 15–25
We map a fix
What needs rebuilding, what stays. The exact Boulevard → Customer.io setup we'd ship and what it would recover for you.
Min 25–30
Decide. Or don’t.
If we're a fit, we send a 1-page proposal in writing. If not, you walk away with a free remediation plan you can hand to anyone.
Get Boulevard and Customer.io joined properly
Book a free 30-minute call. We measure your identifier coverage live on your own account, and you leave with a written plan — including the option that you don't need us.
Free · 30-min consultation · No commitment · Replies in under 2 hours · Available worldwide via WhatsApp
Using Boulevard for bookings? How Boulevard bookings get tracked end to end
95% tracking accuracy guarantee
Free 30-min consultation · from $400 · 1st-party server-side
95% guarantee · from $400
