Metrics Leave Clues (The Ads Blood Work)
Without 15 years of pattern recognition, the data is all you have — here are the benchmarks.
- Difficulty
- Moderate
- Time to result
- ~weeks to results
- Steps
- 6
- Confidence
- 89%
Mawer treats ad metrics as diagnostic blood work: if you are sick and do not know why, you get blood work and find the deficiency, disease, or parasite. He concedes that after 15 years and 20,000 cases he can often diagnose without the data — but he still verifies with blood work, and if you lack that experience the data is literally all you have. He then gives the working US benchmarks: cost per click $2-$5 for selling a product, click-through rate around 1% for a product or service and 3-5% for a free book or webinar, and landing page conversion of 3-5% for cold traffic versus roughly 10% for warm. Every number varies by industry, country, and price — fewer people buy Lamborghinis than Toyotas, but the ticket is ten times larger — and none of them mean anything without lifetime value in the frame.
Origin
Mawer's team tracks everything on a 12-page dashboard reviewed on a 30-minute call every morning at 9am Eastern, going through every stat for every celebrity brand and for his own. He offered the benchmarks as the answer to Hala's closing direct-response question about which metrics and benchmarks to watch.
Core principles
- 01Metrics leave clues — they are blood work for the business.
- 02A world-class practitioner can diagnose from pattern recognition; everyone else has only the data.
- 03Benchmarks vary by industry, country, and price point — they are rules of thumb, not laws.
- 04Cold-traffic benchmarks are roughly half of warm-traffic benchmarks.
- 05Price and volume move every benchmark: fewer people buy Lamborghinis, but the ticket is 10x a Toyota.
- 06The benchmark only means something alongside lifetime value.
How to run it
- 1
Accept that you need the data
If you are not a 15-year practitioner who has seen 20,000 cases, you do not have pattern recognition to fall back on. The data is your only diagnostic instrument.
Pro tip Even the expert gets the blood work to verify the hunch.
- 2
Check cost per click
For selling a product in America, target roughly $2-$5 per click. It varies by industry and country. Boosting a post runs far cheaper.
Pro tip Compare a boosted-post CPC against a product-selling CPC — they are different games and different benchmarks.
Watch out Do not compare CPC across countries or industries without adjusting.
- 3
Check click-through rate
How many people click out of 100. For a product or service, around 1%. For a free book download or webinar attendance, 3-5%.
Pro tip The gap between 1% and 5% is the price of the ask — a lower-commitment ask earns a higher CTR.
- 4
Check landing page conversion
How many viewers of the page actually buy. For cold traffic 3-5% is a great rule of thumb; warm traffic maybe 10%.
Pro tip Reading cold conversion against the warm benchmark is the classic misdiagnosis.
- 5
Adjust for price and volume
Fewer people buy Lamborghinis, but the ticket price is ten times a Toyota's. Understand how each benchmark shifts with your price and volume before judging it.
Watch out A low conversion rate on a high-ticket item may be a healthy business; a high one on a cheap item may not.
- 6
Read everything against LTV
Lifetime value determines what you can pay. Apple does not make money on the first thousand-dollar sale; it makes money over the next 30 years.
Pro tip Compute what a customer is worth across your whole ascension ladder before deciding a CPA is too high.
Watch out Judging any acquisition metric against first-sale revenue alone will make every viable campaign look unprofitable.
In the wild
Mawer's team maintains a 12-page dashboard and holds a 30-minute call every morning at 9am Eastern, walking through every stat for every celebrity brand and for his own.
→ Daily visibility across every brand, giving him the pattern recognition he says takes 15 years to develop — and letting him catch problems at the stat that broke.
Mawer's analogy: if you are sick and tired and do not know why, you get blood work and find a deficiency, disease, or parasite. A world-class doctor after 15 years and 20,000 patients might guess without it — but still orders the blood work to verify.
→ The framing separates the two modes: experts use data to confirm, beginners use data to diagnose, and nobody skips it.
Far fewer people buy Lamborghinis than Toyotas, but the ticket price is ten times higher.
→ Demonstrates that every benchmark shifts with price and volume, so the raw conversion percentage is meaningless without the price point attached.
Common mistakes
Applying benchmarks without adjusting
Mawer flags repeatedly that these numbers vary by industry, country, and price. Treating $2-$5 CPC as a universal law rather than a US product-ads rule of thumb produces false diagnoses.
Judging cold traffic against warm benchmarks
3-5% landing page conversion is good on cold traffic; 10% is the warm number. Confusing the two makes healthy campaigns look broken.
Ignoring lifetime value
Every metric is meaningless against first-sale revenue alone. Apple does not make money on the first sale — it makes it over 30 years. Without LTV in the frame, you will kill profitable acquisition.
Is it for you?
Best for
Operators running paid ads in the US who need reference benchmarks to diagnose which stage is failing.
Not ideal for
Highly unusual verticals or price points where these US direct-response benchmarks do not transfer.
From the transcript
“the metrics leave clues right it's kind of like blood work for the body if you're sick and tired and you don't know why you…”
“generally you want like a 2 to 5 cost per click if you're advertising in America to sell a product”
“next is your click-through rate... if you're selling a product or a service again generally you want this at around 1% if you're getting people…”
“how many people view the page and actually buy the product generally 3 to 5% is a great rule of thumb for cold traffic people…”
“Apple doesn't make money on the first thousand sale it makes money for the next 30 years right all the biggest best brands in the…”
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