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Media Math Pro

Common Media Planning Questions

Real questions junior media buyers, planners, and account managers ask — answered with formulas, benchmarks, and calculator links.

Pricing & Cost Metrics

How do I calculate CPM?
CPM = (Budget ÷ Impressions) × 1,000. Divide your total spend by impressions delivered, then multiply by 1,000. For example, $5,000 spent on 400,000 impressions = $12.50 CPM.
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How do I convert CPM to CPC (or vice versa)?
You need the CTR to bridge them. CPC = CPM ÷ (CTR% × 10). For example, a $10 CPM with a 0.5% CTR = $10 ÷ (0.5 × 10) = $2.00 CPC. Going the other way: CPM = CPC × CTR% × 10.
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What is a good CPM?
It depends on the channel, format, targeting, and time of year. Display banners might be $2–$8, video pre-roll $15–$30, CTV $25–$50+, and social varies widely. Compare CPMs within the same placement type rather than across channels.
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What's the difference between CPC, CPM, and CPA?
They measure cost at different stages: CPM is cost per 1,000 impressions (awareness), CPC is cost per click (traffic), and CPA is cost per conversion (action). Use the metric that matches your campaign goal.
How do I calculate CPA?
CPA = Spend ÷ Conversions. If you spent $10,000 and got 200 sign-ups, your CPA is $50. To lower CPA, you can reduce spend (lower CPMs/CPCs), improve targeting, or optimize the landing page to increase the conversion rate.
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Campaign Performance

What is a good CTR?
Benchmarks vary by format: display banners average 0.05–0.10%, rich media 0.10–0.30%, social feed ads 0.50–1.50%, and search ads 2–5%. Don't compare CTRs across channels — compare within the same format and placement.
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What's a good ROAS?
It depends on your margins. A product with 60% gross margin breaks even at about 1.7× ROAS. A product with 20% margin needs 5× ROAS just to break even. The "good" number is the one that generates profit after all costs.
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What's the difference between ROAS and ROI?
ROAS = Revenue ÷ Spend (a revenue multiple). ROI = (Revenue − Cost) ÷ Cost × 100 (a profit percentage). A 4× ROAS means $4 in revenue per $1 spent, but if costs eat up $3, your ROI is only 100%. ROAS ignores costs beyond ad spend; ROI accounts for them.
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How do I calculate percent change for a report?
% Change = (Current − Previous) ÷ Previous × 100. If CPC went from $2.00 to $1.76, that's ($1.76 − $2.00) ÷ $2.00 × 100 = −12%. Always include the direction (increase/decrease) and the absolute values for context.
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Planning & Reach

How do I calculate reach and frequency?
Impressions = Reach × Frequency. If you know any two values, you can solve for the third. A campaign that reached 500,000 people with an average frequency of 4 delivered 2,000,000 impressions.
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What frequency is too high?
There's no universal cap, but most brand campaigns aim for 3–7 frequency over a flight. Above 10, you risk ad fatigue and diminishing returns. Performance campaigns may tolerate higher frequencies if the ROI holds up. Monitor frequency weekly and rotate creative to keep it fresh.
What are GRPs and TRPs?
GRP (Gross Rating Points) = Reach % × Frequency against the total population. TRP (Target Rating Points) is the same formula against the target audience only. They measure media weight for TV, radio, and OOH. A 500-TRP plan is a common benchmark for a national TV flight.
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How does budget pacing work?
Even pacing divides total budget by flight days. Compare actual spend-to-date against the ideal even-pace line. If you've spent 60% of budget but only 40% through the flight, you're 20 points ahead of pace — slow down or you'll exhaust the budget early.
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Billing & Fees

What's the difference between gross and net?
Net is the actual media cost. Gross includes the agency commission on top. The commission is a percentage of gross, not net. At a 15% commission: Gross = Net ÷ 0.85. A $85,000 net buy = $100,000 gross.
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What's the difference between markup and margin?
Markup is relative to cost: (Sell − Cost) ÷ Cost. Margin is relative to revenue: (Sell − Cost) ÷ Sell. A 25% markup on $100 cost = $125 sell price, but the margin is only 20% ($25 ÷ $125). They describe the same profit differently.
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How do tech fees affect my working media?
Each fee layer (DSP, data, verification, ad serving) reduces the dollars that actually buy media. A $100,000 budget with 30% total tech fees means only $70,000 reaches the publisher. Always map out your fee stack and calculate the net working media.
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What are typical programmatic tech fee percentages?
DSP fees: 10–20% of media. Data/audience fees: 5–15%. Verification (viewability, brand safety): 2–5%. Ad serving: $0.05–$0.15 CPM (fixed). Total fee overhead is commonly 25–40% of the gross budget. Ask your vendors for a transparent fee breakdown.
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Still learning?

Check out the Media Math 101 guide for deeper explanations, or grab the interview prep cheat sheet to test yourself.