When unit economics are miscalculated, especially if the product margins aren't huge, it spells disaster for a company. The outcome could range from a complete collapse to a major pivot where the company recalculates and restarts. If the model is strong, restructuring is possible, but the cost will still be high — lost time, trust, and capital.
Common Mistakes in Calculating Unit Economics
Even the most promising product can fail if its unit economics are off. Of course, all founders can make their own mistakes, but some missteps are more frequent — and dangerous — than others.
1. Miscalculating LTV (Customer Lifetime Value)
Founders often overestimate how much each customer brings in over their lifecycle. Major pitfalls include:
- Using revenue instead of profit. LTV should reflect gross profit — not just top-line revenue. Be sure to subtract COGS, commissions, refunds, etc.
- Ignoring retention metrics. The Churn Rate and average customer lifespan (CLV) are critical. Without them, you're calculating LTV on "dead souls" (lapsed customers) — users who left long ago.
- Leaving out returns and refunds, especially in the early stages when products are still evolving.
- Averaging across products and channels. If you sell multiple products or use different acquisition channels, blending them can hide red flags.
2. Underestimating or Miscalculating CAC (Customer Acquisition Cost)
Underestimating or miscalculating CAC is a common pitfall for a lot of companies. Sometimes, showing artificially low figures can be tempting as they appeal to investors. Other times, mistakes in calculation can lead to collapse. One of my projects almost shut down due to a similar mistake. We failed to account for income tax (NDFL) in our CAC, which made the economics seem profitable at first. Sales and development appeared to be “paying off,” but by the end of the period, we faced a significant cash gap. Ultimately, we had to inject more capital into the company and lay off part of the staff.
3. Ignoring Critical Metrics
LTV and CAC are generally considered the key metrics in unit economics, so other important metrics often go overlooked:
- Churn rate: If users leave shortly after signing up, it points to deeper product issues and can kill your entire unit economics. Monitor this closely and talk to churned users — their feedback is gold.
- ARPPU (Average Revenue Per Paying User): Focus on users who actually pay. Free users (like those on trial) matter, but paying users are the ones voting with their wallets, so their behavior should guide your decisions.
- Post-acquisition support cost: After a user signs up, who supports them? If salespeople get pulled into support, they stop closing new deals.
- Conversion rates across the funnel: If leads keep dropping off at certain points, fix those leaks before pouring more traffic into the funnel.
4. Tracking Vanity Metrics
Not all numbers are worth celebrating. In fact, some can lead you astray by only creating the illusion of profitability:
- Averages that hide losses — like "average check." One high-paying client can inflate the number while others generate losses.
- Revenue without margin: In industries like travel, real estate, or e-commerce, gross revenue can be huge, but if your margin is 1–2%, that's a fast track to debt.
- Number of users: More users ≠ more money. Supporting a large inactive user base can drain infrastructure costs fast.
Even high-profile companies can get unit economics wrong. Take WeWork, for example. The company heavily invested in leasing and renovating premium office spaces, renting them to small businesses and freelancers. But with rising CAC, rents, and competition, their LTV couldn't keep up. At one point, they were spending $2 for every $1 earned. The model only survived while investor capital flowed — once it stopped, the business collapsed, exposing the issues in their unit economics.
How to Fix Unit Economics When It Doesn't Add Up
Misaligned unit economics usually reveal themselves when growth slows or funding dries up. But the good news is — they can be fixed. Here's how:
1. Review your metrics regularly
Your product can evolve daily — your unit economics should too. Every major product or pricing change should trigger a recalculation.
2. Track and analyze key data
Build dashboards (e.g. Google Data Studio) to monitor CAC, LTV, retention, churn rate, etc. Use tools like Google Tag Manager to track user behavior and apply cohort analysis to spot patterns in user segments.
3. Cut CAC first
If CAC is too high and LTV too low, cut CAC immediately — that's money leaving your pocket. Optimize marketing, improve funnel conversions, and automate sales processes. Then, you can focus on increasing LTV.
4. Grow LTV with retention and upsells
Talk to paying users directly (ideally founders, not support). Learn why they stay or leave. Focus on retention, upselling, cross-selling, and increasing the average check.
5. Test, don't guess
Run A/B tests and track metrics precisely. Use lean analytics to test hypotheses quickly and cheaply.
6. Review pricing and cost structure
If you're not profitable, cut non-essential costs first. Then, revisit your pricing. Ensure you’re offering real value to the right audience — and charging appropriately for it.
One of the biggest lessons from working on different projects is simple: start earning as soon as you can, and build your unit economics around real numbers — not hopes. Don't skip the hard work of tracking and analyzing data. Sustainable businesses are built by those who keep a close eye on core metrics, stay in touch with users, and continuously refine their approach. Success comes to those who treat data like a daily habit — not a crisis response.
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