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Editorial

Conversion infrastructure, explained

Practical guides on CAPI setup, deduplication, delivery monitoring, and how to evaluate tracking tools based on operational reality — not marketing hype.

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EngineeringMay 20, 2026·4 min read

First-party conversion tracking vs third-party pixels

Browser pixels and server-side CAPI solve different problems. Here is when to use each, how they complement each other, and what breaks when you rely on scripts alone.

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AlternativesMay 18, 2026·4 min read

Google Tag Manager vs server-side conversion tracking

GTM excels at marketer-controlled tag deployment. Server-side CAPI excels at reliable delivery. Most teams need both — but not the same tool for both jobs.

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AlternativesMay 15, 2026·4 min read

RudderStack alternative when ads are the only destination

RudderStack routes events to warehouses and SaaS tools. If Meta and Google are your primary sinks, a CDP adds latency and schema work you may not need.

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GuidesMay 12, 2026·4 min read

Google Enhanced Conversions for web apps

Enhanced Conversions improves Google's match rate by sending hashed first-party data with each conversion. This guide covers what to hash, where to fire events, and how to verify payloads land.

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AlternativesMay 12, 2026·4 min read

Stape and sGTM alternatives for first-party CAPI

Server-side GTM containers and Stape proxy Meta and Google through your subdomain. Purpose-built edge routers skip the GTM layer while keeping first-party delivery.

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EngineeringMay 5, 2026·4 min read

Event deduplication between client and server

Sending the same conversion from browser and server without a shared event ID double-counts in ad platforms. Here is how dedup works at Meta, Google, and TikTok — and how to implement it in your app.

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EngineeringApril 28, 2026·4 min read

Why ad blockers break third-party pixels

uBlock Origin and filter lists like EasyList block requests to `facebook.net` and `google-analytics.com` by default. Understand the mechanism so you can design tracking that actually delivers.

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GuidesApril 15, 2026·4 min read

LinkedIn and TikTok CAPI: a practical overview

Beyond Meta and Google, LinkedIn and TikTok have server-side conversion APIs with their own payload shapes and match keys. Here is what each expects and where teams get stuck.

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ProductApril 1, 2026·4 min read

Using PostHog and TrackStack together

PostHog answers product questions; TrackStack delivers conversions to ad platforms. Here is how to run both without duplicate scripts, conflicting proxies, or split event schemas.

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ProductMarch 18, 2026·4 min read

Domain allowlisting for public API keys

TrackStack public keys ship in client bundles. Domain allowlisting restricts which origins can send events — a basic security control every production app should configure.

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EngineeringMarch 5, 2026·4 min read

Dead-letter queues and delivery monitoring for conversion APIs

CAPI endpoints return 429s, 500s, and invalid payload errors. Without retries and a dead-letter queue, failed conversions vanish. Here is what to monitor and how to alert on delivery health.

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AlternativesFebruary 25, 2026·4 min read

Segment is overkill when you just want Meta and Google to work

CDPs excel at enterprise data routing to hundreds of tools. If your only goal is reliable Meta and Google conversion delivery, the cost and complexity rarely justify the bill.

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GuidesFebruary 22, 2026·4 min read

B2B vs DTC conversion tracking patterns

Pipeline SaaS and e-commerce shops share ad platforms but not conversion logic. Match keys, event timing, and what you optimize for differ — and your tracking setup should reflect that.

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EngineeringFebruary 18, 2026·4 min read

Why client-side pixels miss conversions

Ad blockers, ITP, consent banners, and SPA routing gaps silently drop browser-side events. Here is the full failure stack — and why server-side delivery is no longer optional.

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GuidesFebruary 10, 2026·4 min read

How to set up Meta CAPI in Next.js without GTM

Skip Google Tag Manager. Wire first-party Meta CAPI in Next.js with an SDK that handles hashing, deduplication, retries, and delivery logs from your existing app code.

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EngineeringJanuary 22, 2026·4 min read

Cloudflare edge architecture for conversion routing

Why TrackStack routes conversions on Cloudflare Workers: low latency, first-party domains, durable retries, and platform adapters without shipping secrets to the browser.

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EngineeringJanuary 8, 2026·4 min read

Event Match Quality and conversion signal scoring

Meta Event Match Quality and Google's match diagnostics reward complete, consistent identifiers. Learn which fields move scores and how to debug weak match keys in delivery logs.

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GuidesDecember 12, 2025·4 min read

Clerk + TrackStack: identity for B2B conversion match rates

Clerk gives you verified emails and stable user IDs at signup. Wire identify() and SignUp capture so Meta and LinkedIn get match keys the moment accounts are created.

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ProductNovember 18, 2025·4 min read

Delivery logs: debug CAPI like you debug API requests

Every conversion should leave an HTTP trail. Delivery logs show platform responses, payloads, and retries — so you fix match issues before wasting ad spend.

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ProductNovember 5, 2025·4 min read

Configure: map canonical events to ad platforms

The Configure split separates credentials, per-platform event allowlists, and checklists from generic settings — so you ship destinations without tag manager indirection.

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AlternativesOctober 28, 2025·4 min read

Elevar and Shopify-centric tracking vs B2B conversion infrastructure

Elevar optimizes Shopify and WooCommerce datalayers. B2B SaaS on Next.js needs Clerk identity, trial events, and LinkedIn pipeline CAPI — a different shape than ecommerce server-side GTM.

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B2B GTMOctober 15, 2025·4 min read

PLG to sales-assisted: tracking the full B2B revenue path

Self-serve signups and enterprise closed-won deals happen weeks apart. Instrument product milestones and CRM offline events so ads optimize on the full funnel.

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B2B GTMSeptember 22, 2025·4 min read

Offline conversions and CRM feedback loops for B2B ads

Closed-won in Salesforce does not automatically teach Meta or Google. Upload offline conversions with hashed email and deal value to close the attribution loop.

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B2B GTMSeptember 8, 2025·4 min read

B2B event taxonomy: from vanity metrics to revenue signals

Expanded canonical events — BookDemo, ActivateWorkspace, ExpandSeat — let ad platforms optimize on pipeline quality, not pageviews.

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