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Blogs


Forecast Accuracy and Repeatability
Last month I blogged that All forecasts are wrong. Some are useful . The article underscored that forecast accuracy is overhyped—a...

Bill Kantor
Nov 9, 2023


All forecasts are wrong. Some are useful.
“How accurate are your forecasts?” Almost everyone goes there when evaluating sales forecasting applications. And it makes sense. Who...

Bill Kantor
Oct 9, 2023


Sales Ops Anti-Patterns
An anti-pattern is a common but ineffective and/or counterproductive way to try to solve a problem. Here are two anti-patterns that I...

Bill Kantor
Sep 22, 2023


A Condor on a Bicycle Meets Spiderman
Steve Jobs was inspired by an article comparing the efficiency of animals and machines. In the animal kingdom, a condor was the most...

Bill Kantor
Aug 20, 2023


Additional Adventures in Averages
How to quantify risk in your sales forecasts and plans. A lot of basic sales data are not normally distributed. In our blog The Menace of Means , we explored what to do when summarizing these data. Non-normal distributions are very common in basic sales data. But sales forecasts are also sometimes non-normally distributed. That can wreak havoc on your ability to interpret and deliver on a forecast, unless you are appropriately aware. Let's look at examples of how non-normal d

Bill Kantor
Jul 23, 2023


The Conceit of Coverage (The Myth, Fiction, and Fact of PCR)
We live in an era of data-driven everything . Using data to help make sound sales decisions is a great idea. But sometimes the abundance...

Bryan Lewis
Jun 15, 2023


The Menace of Means
A statistician is someone who has their head in the oven and their feet in the freezer, but “on average” feels fine. It’s funny, but you...

Bill Kantor
Jun 4, 2023


The Importance of Focusing on Sales Forecasting for Effective FP&A
Special guest article written by Andrew Childress, of TheFP&AGuy . Unless something is seriously broken, chances are that revenue is the...

Bill Kantor
May 18, 2023


The Three Sales Musketeers
The key to better sales forecast, plans, and resource optimization Our blogs “ A Tale of Three Knobs ” and “ Great Win Rate Expectations ” discuss flaws in the ways businesses measure win rates. Why is this so important? The output and productivity of your sales process is defined by three factors: win rate, deal generation rate (how frequently you start new deals), and deal size. (Wondering "what about sales cycle?" We'll get to that shortly.) These are reasonably within you

Bill Kantor
May 5, 2023


The Magic of Parsimonious Models
“Garbage in, garbage out. How can you make great forecasts with bad data?” You can't. But you can make forecasts less susceptible to the...

Bill Kantor
Apr 25, 2023


Great Win-Rate Expectations
Looking for the Excel win rate calculator ? Looking for our review of win rates methods (w/recipe for building win-rate curves)? How not...

Bryan Lewis
Apr 8, 2023


A Tale of Three Knobs
Your sales process is defined by three independent factors: deal size, generation rate, and win rate. Want to grow sales? Those are the...

Bill Kantor
Mar 25, 2023


Sales dashboard fatigue
A 2016 study published in the National Library of Medicine investigated fatigue in relation to clinical alarms in the Intensive Care Unit...

Bill Kantor
Jan 31, 2023


Data without insight is noise
We recently encountered a revenue pipeline tool advertising a slick display of lots of opportunity data. It looked something like this...

Bryan Lewis
Jan 30, 2023


How is Funnelcast unique?
Funnelcast provides you with a simple, intuitive model of both your open funnel and prospective-funnel, for this quarter to next year....

Bill Kantor
Dec 14, 2022


Stop worrying about conversion rates, use this instead
We hear the term “conversion rate” a lot, usually in the context of “this is a KPI we need to watch and improve.” And a lot of energy...

Bill Kantor
Nov 3, 2022


Why Traditional Sales Forecasts Fail
Traditionally classification forecasts have been the way sales managers have analyzed and reported on their sales funnel. A...

Bill Kantor
Sep 2, 2022


“... full of sound and fury; signifying nothing."
(Apologies to William Shakespeare.) Beware of too much of the wrong analytics. Revenue operations and sales management go to a lot of...

Bill Kantor
Aug 2, 2022


You don't need "AI" forecasting
Just define what you mean by probability; your forecasts will improve, and you can get most of what you get from "AI" forecasting...

Bill Kantor
May 27, 2022


You don't need "AI" forecasting (part 2)
Do this one thing and you will have most of what you get from the AI forecasting engines. In part 1 of this post, we showed how to...

Bill Kantor
May 27, 2022
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