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The best A/B testing metric is usually the measurable outcome closest to incremental contribution per eligible visitor, user, or account. This guide separates true decision metrics, operational primaries, leading indicators, guardrails, and diagnostics—then maps ecommerce, subscription, pricing, lead-generation, marketplace, and cost-changing experiments to the metrics that should actually determine the winner.
A tested one-time redesign can be rational when the current experience needs a structural reset. Ongoing A/B testing creates more long-term value when each experiment produces both deployed impact and reusable customer learning. This framework shows how to choose—and why one hypothesis does not mean changing only one UI element.
A CRO agency should be judged by the complete evidence chain it creates: trustworthy measurement, explicit hypotheses, valid experiments, verified deployments, and cumulative improvement to a meaningful business outcome. Win rate, test count, and isolated uplift are useful diagnostics, but they do not prove realized business value.
An event tracking plan is not an event-name spreadsheet. It is the contract that defines how business questions become entities, events, trigger rules, properties, identities, revenue facts, metrics, QA, and governed analytics data. This guide includes a complete paid-subscription example and downloadable Excel template.
An A/B result is only as trustworthy as the system that produced it. This audit framework examines eligibility, assignment, bucketing, identity persistence, exposure, sample-ratio mismatch, metric definitions, conversion windows, and statistical analysis. It also introduces the Zero Experiment: a production A/A calibration test designed to reveal whether the system creates lift where no treatment exists.
A conversion tracking audit should prove more than whether a tag fires. It should verify event meaning, duplicates, identity, cross-domain continuity, attribution, consent behavior, and reconciliation with orders, payments, CRM records, and advertising platforms. This framework shows what to inspect before funnel data is used for optimization.
Growth Lever Analytics is a decision process for finding the controllable variable worth acting on, building the measurement needed to trust the decision, and validating the intervention through experimentation. It connects business economics, analytics, and causal evidence so that data ends in a ranked action rather than another dashboard.
What does it cost to run an A/B test? The obvious answer is the cost of producing it. Someone needs…
The most useful way to measure a conversion rate optimization program is to track the compounded relative lift of validated…
Snapchat’s Conversions API lets you send web, app, and offline conversion events to Snap from a server-side source. PostHog can…
If you are already using PostHog to track your funnel, you probably have the conversion events Pinterest needs: product views,…
This handbook was originally created as a private operating reference for our clients after completing their Hyros implementation. We decided…
Use one documented UTM contract across channels, and do not copy platform macros until you have verified them in the…
Use PostHog Session Replay to answer a defined behavior question, not to accumulate recordings. Set capture boundaries before recording, protect…
This guide focuses on integrating PostHog with TikTok Ads so you can send conversion events from PostHog directly into TikTok’s…
If you are running Reddit Ads, browser-only tracking is usually not enough. Ad blockers, privacy controls, cookie restrictions, checkout flows,…
Today, I want to explain how to integrate your PostHog conversion tracking with Google Ads. The objective is to achieve…
This guide explains how to send conversion events such as CompleteRegistration, Lead, AddToCart, InitiateCheckout, and Purchase to Meta, along with all available customer context and event metadata, including email address, first and last name, phone number, address information, order value, currency, and other matching parameters that help improve attribution and event match quality.
Why Save IP Addresses to PostHog Person Properties? Problem: IP is only available on event properties (e.g. $ip on $pageview),…
Quick answer Seriously consider hiring a Hyros expert when you are making real budget-allocation decisions from tracking that spans multiple…
What does a PostHog expert actually do? Many people who advertise themselves as “PostHog experts” are developers who can wire…
UTMs are small, but they decide whether your campaign reporting is usable. When every campaign link follows the same naming…
Convert each transaction into a reporting currency using its currency code, amount and an explicit rate date. In PostHog, the…
If you have a WordPress website and want to set up PostHog, you’re probably wondering which plugins, extensions, or integration…
If you want to use PostHog on Shopify, you have a few different setup options. The right choice depends on…
If you’re using PostHog as your analytics and experimentation platform, you might have chosen it because it’s generous with its…
Installing PostHog on ClickFunnels is a small setup, but it has a large impact on how much you can trust…
Quick answer: Duplicate the ClickFunnels page you want to test, create and save a PostHog experiment, then create a control…
Picture this: your analytics should reflect real users, not coworkers clicking around. so when tracking activity with PostHog, blocking off…
If you’re using PostHog to monitor user behavior and product analytics, the PostHog Slack integration is a powerful way to…
Analytics dashboards are useful, but they only help when someone checks them. PostHog alerts make your website analytics proactive. Instead…
Clear and consistent naming helps your team instantly understand what each PostHog experiment is for, without having to dig through…
You can run a trustworthy PostHog A/B test on Shopify without installing a dedicated testing app. The difficult part is…
Running an A/B test on WordPress with PostHog is possible, but the setup needs more care than a simple tracking…
Time after time, it strikes me how often Shopify merchants hunt for better ways to track what happens in their…
In this blog we share our experience in conversion rate optimization and everything that we faced along the way. PostHog, being our main tool in CRO, has a big effect on it, thus we talk about it a lot.
In this blog we share our experience in conversion rate optimization and everything that we faced along the way. PostHog, being our main tool in CRO, has a big effect on it, thus we talk about it a lot. We have installed PostHog on many tech stacks, WordPress being one of the most popular of them.