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 Hey Marketing Bestie, My baby had his first Texas BBQ with his Auntie and Grandpa. Got sent a pic at the end and somehow he had lost his shirt. Honestly, feels like he understood Texas BBQ immediately. Was this email forwarded to you? Sponsored by Vibe.co ❓Did you stick streaming TV into your "nice to have, but impossible to track" mental folder? SPARKNOTES FROM THE POD 6 WAYS TO REVERSE-ENGINEER YOUR REVENUE TARGETAmanda Cole got into marketing by accident. Young mom, needed flexible work, ended up processing direct mail responses for nonprofits. Literally counting paper checks to see which donation ask performed better. Now she's CMO of BloomReach. And she's built her entire marketing philosophy around one idea: marketing is a math problem, not a "let's make it pretty" problem. Her framework, pipeline math, starts with the revenue number and works backward. Win rate. Opportunities needed. Meetings needed. Contacts needed. Budget needed. Every lever connects to the next one. Listen to the full episode here where Amanda breaks down how she uses AI to eliminate briefs entirely, why she gave her CEO direct access to her AI tool, and why cost per opportunity can never go up, no matter what's happening in the market. 1️⃣. Work Backwards From Revenue. Every Other Number Is A Lever, Not A Goal.Amanda's Take: "Pipeline math is the idea that starting with the revenue number and the growth targets, what are the levers that you need to be aware of that you can pull to work backwards from that revenue number. In B2B, it's things like what is our win rate. That tells us how many open opportunities we need. Then you back up from there: how many conversations does it take to get deals. Back up again: how many people do we have to talk to. One more: how much do we need to spend and in how many channels." Marketing teams often start with tactics. Which channels. Which campaigns. Which content. Amanda starts with the finish line. Revenue target first. Then she works backward 1 lever at a time. Win rate tells you how many opportunities you need. Opportunities tell you how many meetings you need. Meetings tell you how many contacts you need. Contacts tell you the budget. Every number in the chain exists to serve the number before it. Nothing is arbitrary. Nothing is a vanity metric floating on its own. That's the difference between a marketing plan finance can trust and a marketing plan that sounds good in a room. Takeaway: Take your revenue target for next quarter. Write down the chain: win rate, opportunities needed, meetings needed, contacts needed, budget required. Fill in each number using your actual historical data, not a guess. If a number is missing (you don't track meeting-to-opportunity conversion, for example), that's your first fix. You can't work backwards through a gap. 2️⃣. Growth Requires Investment. Show The Math Before You Promise The Multiple.Amanda's Take: "Growth also comes with investment. That's why pipeline math is so awesome, because you can actually show how much investment is required to hit those growth targets. If you want to 3x your growth, then you need to 3x your opportunities. And that has a correlation to how much you actually need to spend and invest in order to generate that." Every CEO wants more growth. Every CFO wants more growth. Everyone in the room nods along when someone says "let's 3x this year." But 3x growth means 3x opportunities. Which means 3x the spend to generate those opportunities, assuming your conversion rates hold steady. Amanda's point: don't argue about whether 3x is the right ambition. Show the investment required to get there. Let the CFO decide if the budget matches the ambition. That turns a debate about optimism into a decision about tradeoffs. Takeaway: Before committing to a growth target, calculate the required spend using your current cost per opportunity. If leadership wants 3x growth, show them the 3x budget required to hit it at current efficiency. If the budget isn't there, that's the real conversation: raise the budget, improve conversion rates, or lower the target. Don't let ambition skip past the math. 3️⃣. Use Your Actual Data, Not Industry Benchmarks, The Moment You Have It.Amanda's Take: "The great news is you don't start with forecasting, you start with actuals. I highly recommend if you even have at least a year of data that you use your actual data. What is our actual win rate? What is our actual conversion from meeting into opportunity? Because that's the baseline." Benchmarks are useful when you're starting from zero. A brand-new company with no historical data needs something to plan against. But once you have a year of real numbers, benchmarks become a distraction. Your actual win rate matters more than the industry average win rate. Your actual meeting-to-opportunity conversion matters more than what a report says is typical. Amanda's approach: use actuals as the baseline. Then use benchmarks only to identify where you're underperforming and decide whether that's worth fixing or worth accepting given your specific market or product constraints. Takeaway: Pull your actual conversion rates for the last 12 months: contact to meeting, meeting to opportunity, opportunity to closed deal. Use those as your planning baseline instead of generic industry benchmarks. Only reference benchmarks to flag where you're below average, then make a deliberate call on whether to invest in improving that specific number. 4️⃣. Segment Your Numbers Internally. Show Finance 1 Clean Numer.Amanda's Take: "The nuance stuff should always be in a marketing... marketing should be doing those numbers separately and not getting it all messed up in a finance person's head, because the finance person just wants: what is that percentage. We did actually split out the way that we look at targets based on the nuance of the win rates in those verticals... but we did not come back with a finance plan split by vertical. That would be entirely too nuanced." Different verticals convert differently. Different reps close at different rates. New hires ramp slower than tenured reps. Every one of those details is real and matters internally. None of it belongs in the version finance sees. Amanda's team tracks win rate differences by vertical internally, uses that nuance to build smarter targets, and then rolls it up into one clean blended number for the company-wide plan. Finance gets a percentage they can build a model around. Marketing keeps the granular detail to make better decisions. Takeaway: Build 2 versions of your pipeline math: an internal working version with all the nuance (by vertical, by rep tenure, by segment) and a rolled-up version for finance and leadership. Use the detailed version to guide your own strategy and staffing decisions. Present the simple version upward. Don't make finance debate variables they don't need to see. 5️⃣. Cost Per Opportunity Has To Go Down. Market Conditions Are Not An Excuse.Amanda's Take: "The reality is, regardless of what's happening in the market, your cost per opportunity can't go up. Everybody in marketing, we know we need to do more with less. It doesn't matter if LinkedIn is screwing you over. You gotta figure out how to be more efficient with your budget and generate more opportunities on a more efficient cost per opportunity." Platform costs rise. Audience fatigue sets in. CPMs creep up every year on every channel. None of that changes the job. Amanda's standard is simple: cost per opportunity goes down year over year, full stop. Rising platform costs aren't a valid excuse for a rising cost per opportunity. They're a prompt to get sharper. That means better audience segmentation. Smarter timing using intent signals. Choosing cheaper channels for broad awareness and reserving expensive channels for high-intent moments. Takeaway: Set a standing rule: cost per opportunity must decrease year over year, regardless of platform cost changes. When a channel gets more expensive, don't accept a worse cost per opportunity as the new normal. Instead, tighten audience segmentation, shift awareness spend to cheaper channels, and reserve your most expensive channels for the highest-intent moments in the funnel. 6️⃣. Give Leadership Direct Access To Your Data. Stop Being The Bottleneck.Amanda's Take: "I gave our CEO Vaughn and I said, You want to know how marketing's doing? Ask Vaughn. You wanna know how sales is doing? Ask Vaughn. You don't want to know about pipeline, ask Vaughn. I am completely comfortable being accountable for what our outcomes are. Giving him access to a tool to be able to interact and ask questions and get data on what we're doing right, what we're doing wrong, where is marketing messing up, where is it not, and using that as a conversation starter rather than waiting on me to provide him a data set, I think has been incredibly powerful." The traditional setup: leadership asks a question, marketing pulls a report, marketing formats the report, marketing schedules a meeting to present the report. Days pass between the question and the answer. Amanda skipped that entire chain. She gave her CEO direct access to the same AI tool she uses to interrogate marketing data. Now he can ask "how's pipeline looking" and get an answer in real time, without waiting on her. That takes real confidence. It means the data has to hold up without her narrating it favorably first. But it also means conversations start from facts instead of from whatever version of the story marketing chose to present. Takeaway: Identify 1 recurring question leadership asks you (how's pipeline, how's this campaign performing, what's our cost per opportunity). Instead of building a new report every time they ask, connect them directly to a live data source or AI tool that can answer it themselves. You'll spend less time producing reports defensively and more time having real conversations about what the data actually shows. EVENT OF THE WEEK Most Q4 plans die in the “I’ll get to it” phase. So Thryv and I are handing you the shortcut. 6 tactics from Marketers already deep in holiday prep, plus a 30-day plan to turn it all into action. Basically, everything you need to go from “I’ll get to it” to actually getting it done. IN A MEME  He actually liked the Mac and Cheese more than the brisket. But don’t tell anyone. Your friend, Daniel | ||||||||
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