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Otter → PartnerStack · Conversion tracking

Connecting Otter to PartnerStack

Otter aggregates orders from every marketplace a restaurant sells on into one tablet and one feed, which makes it the single best place to see the shape of a business and the single worst place to assume anything is attributable. PartnerStack commissions partners on recurring subscription revenue rather than on a single order, which makes it the one destination here where a conversion you send creates a payment obligation that repeats every month. The join between them succeeds or fails on one thing: whether the PartnerStack referral key reaches the Otter order before the conversion happens, because PartnerStack 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.

Built in 2–4 daysOne-time fee95% accuracy guaranteed400-day cookie lifetime1st-party server-side

Written guarantee

95%+ conversion accuracy on Otter → PartnerStack

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

Google

Tag Manager

TikTok

Events API

Microsoft

UET Partner

LinkedIn

CAPI Partner

Pinterest

CAPI Partner

Built on the same partner stack used by enterprise DTC brands.

Ariful Islam — Founder, Tracking Consulting

Meet your consultant

Ariful Islam

Founder · 8+ years in paid media & tracking

Verified earnings

$200K+

earned on Upwork

Top Rated Plus
4.9/5 on Upwork · 300+

Verify the receipts

You work directly with Arif — no SDR, no account manager.

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 Otter → PartnerStack tracking rebuild — in their own words, on camera.

The problem

Why this join usually fails

Otter → PartnerStack-specific issues
Leak #01

The PartnerStack referral key never reaches Otter

The single most common cause. Every order arriving through Otter came from someone else's app. The aggregation layer cannot manufacture an identifier that the upstream marketplace never had.

Leak #02

One queue, six attribution ceilings

The convenience that makes Otter worth buying is exactly what destroys measurement if the channel dimension is dropped anywhere in the pipeline.

Leak #03

A commission that recurs on revenue that stopped

The mirror of the usual problem. If cancellations are not reported back, partners keep earning on subscriptions that churned months ago. Every conversion pipeline needs reversals; this one needs them because real money leaves the building otherwise.

Leak #04

Nothing reconciles afterwards

An upload that succeeds is not an upload that matched. PartnerStack shows attributed customers and accruing commission per partner. Reconcile the commissionable revenue against your billing system's active subscriptions, not against its historical sales.

Architecture

How Otter and PartnerStack actually connect

Two systems that know nothing about each other. Everything below exists to give them one shared reference.

  1. Step 1

    Otter holds the truth

    Otter's value is that it makes six channels look like one queue. Measurement needs the opposite: the channel field kept intact, because it is the only thing that says whether a click could have existed.

  2. Step 2

    PartnerStack needs a click to match

    PartnerStack needs the referral key, the customer identifier and the subscription value. Recurring commission also needs the ongoing revenue reported, not just the first payment.

  3. Step 3

    The identifier is the bridge

    The PartnerStack referral key, captured at the visit and carried into the Otter order. Without it there is nothing to join on and no tool fixes that.

  4. Step 4

    The event source decides reliability

    Use it to establish total order volume across all channels, which is the number your paid-media ratios should be judged against even though most of it is unattributable.

  5. Step 5

    Deduplication at the destination

    Deduplication is on your customer identifier. Reporting the same subscription twice creates two commissionable relationships against one paying customer, and the error compounds monthly rather than once.

Diagnose it honestly

Working vs. broken, side by side

Both states look identical from the PartnerStack dashboard, which is why this runs for months before anyone notices.

Normal — not a fault

  • The PartnerStack referral key present on the order

    Visible on the record itself in Otter, not merely captured somewhere on the site.

  • Sent from the Otter order feed

    Server-side, so it does not depend on the customer's browser still being there.

  • Deduplicated correctly

    Deduplication is on your customer identifier. Reporting the same subscription twice creates two commissionable relationships against one paying customer, and the error compounds monthly rather than once.

  • Reconciles with the source

    PartnerStack's count and Otter's records agree within a few percent over a closed window.

Actually broken

  • The PartnerStack referral key missing on most records

    Every order arriving through Otter came from someone else's app. The aggregation layer cannot manufacture an identifier that the upstream marketplace never had.

  • Sent from the browser

    Anyone who closes the tab, blocks the script or converts without a page load is invisible. The convenience that makes Otter worth buying is exactly what destroys measurement if the channel dimension is dropped anywhere in the pipeline.

  • Counted twice, or not at all

    The mirror of the usual problem. If cancellations are not reported back, partners keep earning on subscriptions that churned months ago. Every conversion pipeline needs reversals; this one needs them because real money leaves the building otherwise.

  • Nobody has reconciled it

    The dashboard shows a number and no one has compared it to Otter. 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. 1

    Count orders carrying the PartnerStack referral key

    The ceiling on everything else. Do this before debugging anything downstream.

  2. 2

    Follow one real conversion end to end

    From the ad click through Otter and into PartnerStack.

  3. 3

    Verify the channel field survives the export

    It is routinely lost in the handoff to a warehouse or spreadsheet, and once lost it cannot be reconstructed.

  4. 4

    Check whether churn events reach PartnerStack at all

    In most implementations the new-subscription path was built and the cancellation path was not, because only one of them is exciting.

  5. 5

    Read the match rate, not the success message

    PartnerStack shows attributed customers and accruing commission per partner. Reconcile the commissionable revenue against your billing system's active subscriptions, not against its historical sales.

Source-of-truth validation

How it gets proven

Against Otter's own records, not against either platform's dashboard.

Source of truthOtter orders by store and by originating channel, with the channel field preserved rather than flattened.
  • The PartnerStack referral key confirmed present on a live order.
  • A real conversion followed from click through Otter to PartnerStack.
  • Commissionable recurring revenue reconciled against active subscriptions in billing, with cancellations proven to reverse.
  • Order volume by channel reconciled against each marketplace's own payout report.
  • 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 PartnerStack already reports conversions that reconcile against Otter'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 orders and count how many carry the PartnerStack referral key. Ten minutes, free, and it tells you whether any of this is worth doing.
  • Otter is a reconciliation tool here, not a conversion source. If you are looking for something to import into an ad platform, this is not it.
  • If you run no partner or affiliate programme, there is nothing to send here. If you run one on one-off sales rather than subscriptions, the recurring-commission complexity does not apply to you.

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.

Good fit

You’re a great fit if…

  • You run Otter → PartnerStack (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
Not a fit

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.

The outcome

What working looks like

The PartnerStack referral key on every order

Server-side

Captured before the conversion and stored where it survives.

Conversions arriving in PartnerStack

8+ EMQ

The customer is attributed to a partner, and commission accrues against the recognized revenue on the schedule you configured.

Reconciled against the source

Deduped

Otter's own records are the reference, not either dashboard.

What you get

What gets built

Item 01

Identifier capture into Otter

Attribute only the channels that originate on your own domain, and use Otter for the reconciliation denominator rather than as an attribution source.

Item 02

Event source: the Otter order feed

Use it to establish total order volume across all channels, which is the number your paid-media ratios should be judged against even though most of it is unattributable.

Item 03

Dispatch to PartnerStack

Server-side reporting from your billing system, with the referral key, customer identifier and the recurring revenue as it is recognized.

Item 04

Reversals where they exist

Cancellations reduce the figure per channel.

Pricing

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.

Tier 01

Browser-side starter

$400One-time fee · lifetime ownership

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
Get it wired
Tier 02
Recommended

1st-party server-side

$800One-time fee · most popular

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
Build it properly
Tier 03

Full 1st-party stack

$1,800One-time fee · lifetime ownership

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
Get the full stack

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.

1Day 1

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.

2Day 2–3

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.

3Day 4

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.

4Day 5–7

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 Otter conversions showing in PartnerStack?

Almost always because the PartnerStack referral key never reached the Otter order. Every order arriving through Otter came from someone else's app. The aggregation layer cannot manufacture an identifier that the upstream marketplace never had. Measure coverage before debugging the dispatch.

02What identifier does PartnerStack need?

PartnerStack attributes through a referral key carried on the link and stored against the customer. Because commissions are frequently paid on recurring revenue for the life of the subscription, losing the key does not cost a partner one commission — it costs them the whole relationship's worth, and produces a dispute you cannot resolve after the fact.

03Where should the event come from?

The Otter order feed. Use it to establish total order volume across all channels, which is the number your paid-media ratios should be judged against even though most of it is unattributable.

04How do I know it worked?

PartnerStack shows attributed customers and accruing commission per partner. Reconcile the commissionable revenue against your billing system's active subscriptions, not against its historical sales.

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 yourOtter → PartnerStack 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 Otter → PartnerStack 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.

No pitch deckFounder-led, not SDRYou leave with a written planZero commitment
Free · 30 minutes · No commitment

Get Otter and PartnerStack 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

95% guarantee · from $400