Ankit

Helping marketing teams trust their data and make better decisions. Analytics, attribution, CDP, server-side tracking. Founder

[Ankit @mesh_analytics]

Wrong order means PMAX bleeds into Search. This invisible data problem costs Shopify owners real money — budget misallocated by 30-50% to the wrong campaign type. You cant fix what you cant see. Have you checked whats inside your Paid Search channel lately?

[Ankit @mesh_analytics]

PMAX campaigns hiding in your Paid Search bucket — causing 30-50% budget misallocation. Thread on how to fix your GA4 channel groups 🧵

[Ankit @mesh_analytics]

The fix: Use campaign naming conventions to separate them. PMAX = pmax or cn prefix. Shopping = shop or pla. Branded search = tagged clearly. Then build custom channel groups in this order: 1) PMAX first, 2) Shopping second, 3) Paid Search = what's left.

[Ankit @mesh_analytics]

Your custom group waterfall: 1) PMAX = Campaign name contains pmax OR Default Channel = Cross-network. 2) Shopping = Campaign name contains shop/pla OR Default Channel = Paid Shopping. 3) Paid Search = everything left. Wrong order = PMAX bleeds into Search.

[Ankit @mesh_analytics]

So what do you actually do? Use campaign naming conventions: Name PMAX campaigns with pmax or cn prefix. Name Shopping campaigns with shop or pla. Keep branded search tagged clearly. Then build custom channel groups in this exact order.

[Ankit @mesh_analytics]

I dug into GA4 source code to understand exactly how this works. GA4 maps Google Ads campaigns using three fields your custom rules cant see: Source platform, Ad network type, Campaign type. Custom groups only get: Source, Medium, Campaign Name.

[Ankit @mesh_analytics]

Quick analytics tip: always separate PMAX from Paid Search in your GA4 channel groups. Your ROAS depends on it.

[Ankit @mesh_analytics]

The result in practice:

• You see "Paid Search ROAS: 4.2x" 👀
• You scale budget to Search
• But 60% of that bucket is actually PMAX with a 2.1x ROAS
• You just scaled the wrong thing

This is happening right now in stores spending $10K+/month on Google.

[Ankit @mesh_analytics]

Here's a GA4 problem I see in almost every Shopify store running Google Ads:

Your "Paid Search" channel includes PMAX, Shopping, and Display — all lumped together.

One ROAS number. Three completely different campaign types.

Your Paid Search ROAS is a lie. 🧵👇

[Ankit @mesh_analytics]

iOS 26 strips fbclid/gclid from links — Meta and Google lose click attribution. Add Andromeda going AI-driven on top. What works now: Conversions API, first-party data, modeled attribution. Tracking not audited in 2026? It's broken. Don't scale on bad data.

[Ankit @mesh_analytics]

Shopify killed Analytics Benchmark Comparisons. That "above average" toggle? Gone. Do this instead: → Metric Targets in Shopify → Sidekick for insights → GA4 + real attribution. Average doesn't pay bills. You need proper analytics, not a free toggle. #Shopify #ecommerce

[Ankit @mesh_analytics]

GA4 added an AI Assistant channel. ChatGPT, Gemini, Claude traffic now shows as its own channel — separate from organic. See if AI tools send buyers: Acquisition > Source > AI Assistant. Is your store in AI answers? That's the new SEO battle. #GA4 #ecommerce

[Ankit @mesh_analytics]

Shopify Scripts die June 30. Custom discounts shipping logic and payment customizations stop executing. No grace period. Go to Settings then Checkout then Scripts to see what is live. Migrate to Shopify Functions before checkout breaks on July 1. #ShopifyDev

[Ankit @mesh_analytics]

Meta is adding 2-5% location fees on ads in UK EU and Turkey starting July 1. UK is 2 percent. France Italy Spain 3 percent. Austria Turkey 5 percent. This is a surcharge on top of your CPMs. Model the ROAS impact now before Q3. #MetaAds #Ecommerce

[Ankit @mesh_analytics]

GA4 just added an "AI Assistant" channel. Traffic from ChatGPT Gemini and Claude now gets its own channel grouping separate from organic search. You can finally see if AI tools are sending you buyers. #GA4 #ShopifyAnalytics

[Ankit @mesh_analytics]

Your Meta ad results did not drop in March. Meta moved the goalposts on March 3. Click-through now means LINK CLICKS only. Video engaged-view dropped from 10s to 5s. If you did not annotate this in your dashboard you are making decisions on flawed data. #MetaAds #Attribution

[Ankit @mesh_analytics]

GA4 now has cross-channel budgeting in beta. Model spend across Google Ads Meta and TikTok in one view. Estimate how shifting budget affects conversions. If you have been guessing where to put your next 1000 on ads this gives you a data-backed answer. #GA4 #EcommerceMarketing

[Ankit @mesh_analytics]

Your Shopify products are now inside ChatGPT and Copilot. Shopify added Sales Channels → Agentic. But if product descriptions are thin or structured data is missing, AI agents pass you over. Fix your product data today or let competitors rank first. #Shopify #AIEcommerce