Bid-Shading Calculator
What should you bid in a first-price lead auction to maximize expected profit, given what the lead is worth and how competitors bid?
Enter the size and cost of a mail drop, how many households respond, how many responders fund, and what a funded loan is worth to you. The calculator shows the drop's return and the response rate at which it breaks even. The starting values are an illustrative example, not a benchmark.
Enter margin per funded loan, not loan amount, if you want profit and ROI to mean money kept; with revenue the result is a gross return before other costs. The break-even response rate does not depend on volume: it is the cost per piece divided by what a responder is worth. The calculator treats every response as caused by the mail; measure incremental response with a holdout group that is not mailed.
Every mail piece carries a physical and financial cost, so a drop only pays when enough households respond and fund. This calculator takes the pieces mailed, the all-in cost per piece, the response rate, the share of responders who fund and the value of a funded loan, and returns the drop's profit, ROI, cost per funded loan and break-even response rate. Use it to check whether a list, segment or timing change clears the bar before you print.
Total cost is pieces mailed times the all-in cost per piece (print, postage and data). Funded loans are pieces times the response rate times the share of responders who fund, and revenue is funded loans times the value per funded loan. Profit is revenue minus cost, and ROI is profit divided by cost. Profit is zero when each piece earns exactly its cost, so the break-even response rate is the cost per piece divided by the value of a responder; it does not depend on how many pieces you mail. Enter margin per funded loan to get net profit, or revenue to get a gross return. Every response is counted as caused by the mail.
What should you bid in a first-price lead auction to maximize expected profit, given what the lead is worth and how competitors bid?
When will your daily lead budget run out at the current pace, and what bid multiplier spreads it across the rest of the day?
What is a minute of response time worth when contact rates decay the longer a lead waits?