GA4 Benchmarking With Absolute Metrics: A New Era for Marketers
If you’ve ever tried to compare your marketing performance to the competition, you know it’s a bit like comparing your marathon time to a neighbor who runs in Crocs and stops for selfies every mile. Sure, you both finished, but are you even in the same race?
For years, Google Analytics benchmarking was the digital equivalent: lots of percentages, ratios, and industry averages that felt about as actionable as a weather forecast for Mars. But as of late , GA4 has finally handed us something marketers have been craving since the dawn of dashboards: benchmarking with unnormalized (absolute) metrics.
GA4’s New Benchmarking: From Percentages to Real Numbers
Here’s the news, minus the jargon: Google Analytics 4 now lets you compare your actual numbers—think New Users, Total Revenue, Engaged Sessions—against anonymized, aggregated data from similar businesses. Not just ratios or engagement rates, but the raw, unvarnished numbers that make or break your boardroom reputation.
Previously, benchmarking in GA was like being told you’re above average at karaoke—nice, but not exactly helpful when you’re trying to land a record deal. You got normalized metrics: percentages, rates, and ratios. Useful for context, but not for answering the question every exec asks: Are we winning, or just singing in the shower?
Now, with unnormalized metrics, you can see how your 12,000 new users stack up against the median in your industry, or whether your $1.2M in Q4 revenue is a victory lap or a polite golf clap compared to your peers.
How Does It Work? (And Is It Actually Apples-to-Apples?)
GA4’s benchmarking isn’t just a leaderboard of who has the most traffic. Google knows that comparing a niche B2B SaaS site to Amazon is like comparing your kid’s lemonade stand to Coca-Cola’s annual report. So, here’s the trick: for absolute metrics, Google estimates a benchmark range for your property by multiplying your peer group’s normalized metric (say, sessions per active user) by your own active user count.
Translation: If the average peer in your industry gets 4 sessions per user, and you have 10,000 active users, your benchmark is 40,000 sessions. This way, you’re not punished for being smaller or rewarded for being a traffic behemoth—you’re compared on a level playing field.
The data is refreshed every 24 hours, anonymized, and only available if enough peers qualify (so you’re not accidentally benchmarking against your cousin’s blog). You can even tweak your peer group to get more relevant comparisons—because Food & Drink is a little broad if you’re running a vegan taco truck, not a global fast-food chain.
Why Should Marketers Care? (Hint: Context Is King)
Let’s be honest: most of us have spent years explaining to stakeholders why a 10% drop in traffic isn’t a sign of the apocalypse, or why a 20% spike in conversions doesn’t mean we should all take the rest of the week off. Without context, data is just numbers—fuel for anxiety or false confidence.
GA4’s unnormalized benchmarking finally gives us the context we need. Now, when your CEO asks, Are we ahead of the pack or just keeping up? you can answer with real numbers, not just our bounce rate is 3% better than the industry average. You can spot whether that dip in new users is an industry-wide trend (hello, algorithm update) or a sign you need to revisit your creative. You can see if your revenue growth is actually impressive, or if everyone else is doubling up while you’re stuck in neutral.
And for those of us who live and die by quarterly reports, this is a game-changer. No more cherry-picking vanity metrics or hiding behind industry trends that are as vague as a horoscope. Now, you can show exactly where you stand—and, more importantly, where you need to sprint.
Jon’s Take: The Good, the Bad, and the Don’t Get Too Excited
Look, I love a shiny new dashboard as much as the next CMO. But let’s not get seduced by the shiny object syndrome. Benchmarking with unnormalized metrics is a huge leap forward, but it’s not a crystal ball.
- Your benchmarking data is only as good as your peers’ setups. If half your industry is still tagging page_view as a conversion, or their consent banners are scaring off half their users, the numbers can get a little… creative. Use benchmarking as a compass, not a GPS.
- Don’t let benchmarking become a crutch. It’s tempting to chase the median, but marketing isn’t about being average—it’s about finding your edge. If you’re consistently above the 75th percentile, ask yourself: are you innovating, or just benefiting from a peer group that’s asleep at the wheel? And if you’re below the 25th, is it time to panic, or time to double down on what makes you different?
- Benchmarking is a team sport. Use it to spark conversations, not shut them down. We’re 10% below the industry median in engaged sessions is a starting point, not a verdict. Dig deeper, ask why, and—most importantly—use the data to fuel action, not just reports.
The Punchline: Don’t Just Benchmark—Break the Mold
GA4’s new benchmarking is like finally getting a rearview mirror that shows what’s actually behind you, not just a fuzzy outline. But the real winners won’t just stare at the mirror—they’ll use it to change lanes, speed up, or take the next exit entirely.
So, next time you’re tempted to celebrate being at the industry median, remember: nobody remembers the brand that finished in the middle of the pack. Use benchmarking to find your gaps, spot your opportunities, and then do what great marketers have always done—turn insight into action, and action into results.
Because in marketing, as in life, the only benchmark that really matters is the one you set for yourself. And if you can make your CFO laugh at your next report while you’re at it? Well, that’s just good ROI.