How the funnel model works
Cold email revenue is a chain of conversion rates. Every email sent has some chance of getting a reply, a share of replies are positive, a share of positive replies turn into meetings, and a share of meetings close. Multiply those together and by your deal value and you have projected revenue. The calculator does exactly that, then compares it with what outbound costs you.
replies = sent x reply_rate
positive = replies x positive_rate
meetings = positive x meeting_rate
deals = meetings x close_rate
revenue = deals x deal_value
ROI = (revenue - cost) / costOpen rate is shown but deliberately left out of the chain. Open tracking is distorted by privacy features and image proxies, so a reply rate measured against sends is the more trustworthy number. If you only know your reply rate as a share of opens, multiply it by your open rate first.
Which numbers to plug in
Use your own data wherever you have it, even from a small campaign. Pull reply rate from your sending tool, but exclude auto-replies and out-of-office messages, which most tools count by default. Positive reply share comes from tagging replies; meeting and close rates come from your calendar and CRM. If you are starting from zero, use conservative assumptions and update them after the first month.
- Reply rate: replies divided by delivered emails, not by opens.
- Positive replies: interested, asked a question, or accepted a call. Not-now counts as neutral.
- Deal value: the amount you attribute to outbound, such as first-year contract value.
- Cost: sending platform, mailboxes and domains, lead data, plus the share of salaries spent on outbound.
Where the leverage is
The sensitivity line shows what one extra percentage point of reply rate is worth. It is usually the cheapest improvement available because it comes from targeting, copy and inbox placement rather than from buying more volume. Doubling send volume doubles cost roughly in step, while lifting reply rate from 2% to 3% adds half again as much revenue for the same spend.
Inbox placement sits underneath every rate in the model. An email that lands in spam has a reply rate of zero, so a campaign with mediocre copy on healthy infrastructure can outperform great copy sent from burned domains. Size your mailboxes with the mailbox calculator and keep authentication clean before you spend on more data.
Reading ROI and break-even
ROI is revenue minus cost, divided by cost. A result of 100% means you earned back double what you spent. Break-even deals is the number of closed deals needed to cover cost over the chosen horizon, which is a useful sanity check: if your model projects fewer deals than break-even, the plan loses money until the rates improve.
Switch to the quarter or year view when deal cycles are long. A month of sending often produces meetings that close two or three months later, so judging outbound on a single month understates it. Costs are multiplied by the same horizon, so the comparison stays fair.


