
This commercial aged well.
Why Consumer Metrics Are Different
For tech enabled consumer companies, attention is the most valuable commodity. Unlike B2B businesses that lock in revenue with multi-year contracts, consumer businesses have to win - and re-win - user attention daily. It's a different game with different metrics.
As John Connolly, Managing Director at Spectrum Equity (and one of the sharpest consumer investors) told me on the RTN pod:
“Everyone wants rock-solid net revenue retention.
Very few firms want to touch consumer today.”
And that investor exodus? It’s a signal. While capital crowds into enterprise AI SaaS with 120%+ NRR, many fundamentally strong consumer companies are flying under the radar (and printing cash). As Connolly says:
“When things become obvious, your returns suffer.”
I’m personally bullish on consumer. Look no further than Airbnb or Spotify: consumer juggernauts with durable moats, compounding brand equity, and fat profit margins at scale.
Let’s break down the metrics and key themes that actually matter when growing consumer companies. Whether you’re an operator trying to scale or an investor hunting for underpriced assets, this guide is a gold mine.
Along the way, we’ll draw real examples from the 10K’s and 10Q’s of:
Airbnb
Pinterest
Headspace
Spotify
Roblox
Snap
Etsy
And we’ll breakdown the following metrics and themes:
Funnel Heath & Customer Acquisition
Organic vs Paid Acquisition Mix
Monthly Active Users (MAUs)
Daily Active Users (DAUs)
Retention & Churn Metrics
Linear vs Non Linear Cohort Retention
Milestone Based Retention
Reactivation Rate
Marketplace Dynamics & Network Effects
Supply-Side Marketing
Merchant Reinvestment
Community Defensibility
Monetization Metrics
Average Revenue Per User (ARPU)
Advertising Revenue Growth
Multi-Tier Monetization
Take Rate
Brand & Distribution Metrics
Earned Media Value
Brand Awareness
Financial Performance Metrics
Revenue Growth
Adjusted EBITDA & Margin
Total Addressable Market (TAM) Evolution
TAM Expansion Vectors
Conclusion: What Makes a Great Consumer Business?
…Buckle up. Your walking straight into the teeth of 3,295 words on the levers for steering tech enabled consumer businesses.

1. Funnel Health & Customer Acquisition
Organic vs. Paid Acquisition Mix
What it is: The percentage of new users acquired through organic channels versus paid marketing.
Why it matters: Reliance on paid acquisition creates vulnerability to market changes and competitors with deeper pockets. You can only “spend your way into” a market for so long. Eventually all paid channels have diminishing returns.
Real-world examples of organic:
Pinterest: Drives significant traffic through SEO and image search
Headspace: Built early growth through earned media (more on this below) and founder visibility
Airbnb: Leverages host marketing and word-of-mouth referrals
Investor perspective: John Connolly identifies this as perhaps the most critical metric:
"The metric I look at the most with consumer businesses is funnel health. How much traffic are you attracting? And then more importantly, how are you attracting that traffic?
Is it paid?
Is it organic?
Is it branded search?
Is it non-branded search?
Are your customers pumping the product themselves?
This is particularly meaningful when you see customers building their own businesses on top of your consumer platform and promoting you by extension
In respect to a heavy reliance on paid acquisition:
"It’s a huge red flag for me. It's good while it's good, and then it's terrible when it's not. Those economics can just erode really fast."
Monthly Active Users (MAUs)
What it is: The number of unique users who meaningfully engage with a product or service within a month.
Why it matters: MAUs represent the total addressable audience for monetization in any given period, and indicate overall platform health.

Source: Spotify
Real-world examples:
Pinterest: 537 million MAUs in Q3 2024, up 11% year-over-year
Spotify: 678 million MAUs in Q4 2024, up 12% year-over-year
While MAU growth is celebrated in earnings calls, the metric alone doesn't tell the full story. It’s just the start. Pinterest's 11% MAU growth is solid but needs to be viewed alongside monetization metrics to understand true business health. The value of an active user is predicated on them taking some value demonstrative activity that eventually results in a purchasing action.

Source: Peloton
Daily Active Users (DAUs)
What it is: The number of unique users who meaningfully engage with a product or service within a day. Some products are fundamentally meant to be engaged with on a daily level.
Why it matters: DAUs indicate the stickiness of a product and how deeply it's integrated into users' daily routines.

Source: Roblox
Real-world examples:
Snap: 453 million DAUs in Q4 2024, up 9% year-over-year
Roblox: 85.3 million DAUs in Q4 2024, up 19% year-over-year
The DAU/MAU ratio (often called "stickiness") is more revealing than either metric alone. Using the two in a ratio helps uncover the balance of true power users.
(Paid readers unlock 15 more deeply researched metric breakdowns below)
2. Retention & Churn Metrics
Linear vs Non Linear Cohort Retention
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