What we learn about campaigns, conversion and privacy while building GrainQL.
GrainQL 7 brings Neo, an agent on every page, a redesigned dashboard, dashboards you build in a sentence, clean campaign links on grainl.ink, and conversions you define once.
AI assistants now send real visitors to websites. Here is how to identify traffic from ChatGPT, Perplexity, Gemini, Copilot, and Claude, what your analytics will miss, and how to measure if those visitors buy.
Black Friday is November 27. Before you raise your ad budget, run these 12 checks on your landing pages and checkout so the extra clicks you buy can turn into orders.
On June 15, 2026 Google made Consent Mode the only control for ads data. Here is what changed, who sees fewer reported conversions, and how to tell a tracking drop from a real one.
GrainQL 6.5 connects your AI tools to every site on your account, turns a typed sentence into a report, and shows every campaign touch before a sale.
The most expensive leak on your site has no error, no rage click, and a healthy bounce rate. People read, hesitate, and leave. Here are five ways a page says no without breaking, the behavioral signature of each, and how to find the exact sentence that loses them.
Hotjar became Contentsquare modules, Contentsquare sells to enterprises, PostHog sells to engineers. Where each one wins, what each one costs in practice, and the two gaps all three share.
Hotjar is now Contentsquare modules, Mouseflow owns heatmaps, Lucky Orange bundles feedback and funnels. Where each one wins, where each one loses, and the questions that decide it in ten minutes.
GA4 can run without analytics cookies using consent mode v2 and cookieless pings. Here is the exact setup, what behavioral modeling actually does to your reports, and where the approach stops working.
Roughly seven in ten checkouts never finish. This guide shows you how to run a real checkout abandonment analysis: build the funnel, read the drop shape, watch abandoned sessions, segment the damage, and prove the fix worked.
A practical walkthrough of funnel exploration in GA4: building the steps, reading drop-off, using breakdowns and elapsed time. Plus an honest look at what GA4 cannot tell you about why people leave, and what to use when you hit that wall.
You may not need a consent banner to measure your website. Here is where the legal line actually sits, what identifier-free analytics can and cannot track, and why banner-free measurement often produces better data than the consented kind.
Before an analytics tool goes live in an EU company, it has to survive a DPO review. Here is what that review actually covers: the DPA, subprocessors, data residency, transfer mechanisms, retention, and the answers that get a vendor approved.
Most session replay software hands you hours of recordings and wishes you luck. The better question for 2026: which tool has an AI analyst that watches the sessions and tells you what broke? A buyer's guide, with a Microsoft Clarity and Hotjar alternative.
Signups, checkouts, or conversion rate suddenly down? A step-by-step decision tree to find the cause fast — split traffic vs. rate, work the usual-suspects checklist, and use replay, heatmaps, and Deep Investigation to name the leak.
FullStory has arguably the best session replay in the market, sold enterprise-first. GrainQL gives you replay, heatmaps, funnels, and Kai (an AI analyst that surfaces the moment that matters), cookieless and EU-hosted, self-serve. An honest comparison.
Signup count suddenly down? Split traffic from rate first, then work the real causes: tracking broke, a release regressed the form, a channel dried up, a step got slower, or verification emails are failing. Kai finds the cause in seconds.
Amplitude is powerful product analytics built for teams with analysts and budget. GrainQL is for solo founders and small teams who want an AI analyst (Kai answers in ~3s, no SQL) plus replay and heatmaps on a 14-day trial. An honest comparison.
EU hosting and cookieless tracking are table stakes now, every vendor claims both. This buyer's guide covers the questions that actually separate European Google Analytics alternatives, from data residency to whether the tool explains why numbers move.
Plausible is a beautiful, ethical, open-source analytics counter. GrainQL adds Kai (an AI analyst), session replay, heatmaps, and mobile so you learn why conversions move. An honest comparison on privacy, features, and pricing.
People start your forms and never finish. Here is how to detect form abandonment with funnels and session replay, diagnose the real cause (validation errors, hidden fields, broken submit, slow endpoints), and verify the fix.
EU regulators have ruled against Google Analytics. We compare 8 EU-hosted, cookieless GA4 alternatives on funnels, replay, pricing, and consent-banner-free tracking, with an honest pick for each team size.
Hotjar is now Contentsquare, with per-module pricing and re-quoted renewals. We compare 8 alternatives on heatmaps, replay, funnels, price, and cookieless tracking, with an honest pick for each team.
A 30-day playbook to find checkout abandonment causes and recover lost eCommerce revenue. Funnels, heatmaps, session replay, step by step.
Grain 4.4 ships Deep Investigation for one-click revenue leak analysis, Recall for more accurate cookieless measurement, a redesigned Tracks experience, Mobile SDK for Android and iOS, an updated WordPress plugin, and dark mode.
Microsoft Clarity is free but sends data to the US and has no funnels. Compare Clarity vs Grain on privacy, conversion tracking, and EU compliance.
Step-by-step guide to migrating from GA4 to cookieless analytics. Install, map events, run parallel for 2 weeks, then cut over.
GA4 misses 30-40% of your WooCommerce visitors and breaks on checkout. 5 blind spots and how to fix them with server-side tracking.
How an AI-powered deep investigation uncovered a broken consultation form, 1,600 dead clicks, and a Facebook campaign burning budget on a page nobody scrolled — all in one weekly report.
Every frustrated click on your site is a signal. Here's a practical playbook for finding dead clicks and rage clicks, quantifying the revenue they cost, and fixing the patterns that cause them.
Consent rates are dropping, enforcement is rising, and your analytics are probably capturing less data every quarter. A practical guide for EU e-commerce and SaaS teams making the switch.
Most EU e-commerce teams are making decisions on 60-70% of their real data. Here's where the missing sessions go, what they're worth, and how to get them back.
A Tuesday deploy broke our checkout flow. GA4 didn't notice. Our monitoring tools didn't alert. Here's how we caught an 18% conversion drop four hours in — and what we changed so it won't happen again.
Most AI analytics tools answer the questions you know to ask. Kai 2 helps you find the right questions in the first place — with proactive digests, multi-step investigations, and persistent conversations that carry context.
We rebuilt Kai from scratch. Kai 2 is a persistent, proactive AI analytics co-pilot that investigates, not just answers — with digests, multi-step investigations, shareable reports, and more.
A complete, actionable checklist for making your web analytics GDPR compliant. Covers the 6 EU DPA rulings against GA4, cookie consent requirements, data residency, and practical steps to become fully compliant.
Google Analytics has been declared illegal in 6 EU countries. Here's an honest comparison of Grain Analytics vs Google Analytics (GA4) on privacy, GDPR compliance, funnel depth, pricing, and migration — for teams ready to switch.
Most teams generate heatmaps and then stare at them. Here's how to use heatmap data to make specific, testable product improvements.
Session replay software records everything and leaves you to watch. The better question for 2026: which session replay tool has an AI analyst that reads the sessions and tells you what broke? A practical guide, plus the Clarity, Hotjar, and FullStory alternatives.
Most analytics platforms are built for data teams, not product teams. Here's what product analytics should actually look like — and how to get value from day one.
Third-party cookies are dead. GDPR fines are rising. Here's why privacy-first analytics isn't just ethical — it's better for your data quality.
The complete guide to conversion funnel analysis: what a funnel is, how to define the steps, how to read cliffs and slow bleeds in the data, and how to find the cause of a drop instead of guessing at it.
Consent banners hide 30-60% of your EU traffic. Here's how cookieless tracking works, why it captures the sessions you've been missing, and how those complete sessions let an AI analyst find where your funnel is leaking.
A no-nonsense guide to naming conventions, property schemas, and tracking plans that scale. Stop drowning in messy event data.
Click maps show where users act, scroll maps show how far they get, and move (attention) maps show what they look at. Here's how to choose between them for the question you're actually asking, and how to combine all three.
Hotjar shows you what users do. But without analytics, funnels, and real-time data alongside it, you're still guessing why. Here's an honest comparison of Grain Analytics vs Hotjar for teams that need the full picture.
Mixpanel is powerful but demands constant maintenance and gets expensive fast. Here's an honest comparison of Grain Analytics vs Mixpanel on event tracking, funnels, privacy, pricing, and what you actually get for your money.
PostHog gives you everything if you're willing to run it yourself. Here's an honest comparison of Grain Analytics vs PostHog on features, infrastructure, AI capabilities, pricing, and which teams each tool actually serves.
Your landing page looks fine. Traffic is steady. But conversions are flat. These three heatmap patterns show you exactly where the page breaks down — and what to fix first.
Heatmaps show you where the problem is. Session replay shows you why it's happening. Here's how to use them together to fix UX issues faster and with more confidence.
Comparing the wrong time periods leads to panic or false confidence. Learn when week-over-week, month-over-month, and year-over-year analysis each tell you the truth — and when they lie.
Most teams track the wrong conversions and make confident decisions based on meaningless numbers. Here's how to choose goals that connect to real business outcomes.
Neo has its first ideas once real visitors arrive.