The Guessing Tax: The Real Hidden Cost of Creating Content With No Audience Data
TL;DR: The Guessing Tax is the cumulative cost of creating content with no audience data. Every post written based on assumptions rather than research costs more than the time it took to write. It costs confidence, momentum, and eventually the belief that your content can work at all. Most coaches have been paying this tax for years without knowing it has a name. The pattern is predictable: you post consistently, the engagement is flat, you try harder, the results don’t change, and eventually you conclude that either content marketing doesn’t work or you’re bad at it. Neither is true. You just didn’t have the data. The fix isn’t creating more content or posting more often. It’s finding out what your audience actually says about their problems, in their own words, before you write another word. This article breaks down what the Guessing Tax actually costs, how to calculate yours, and the steps to stop paying it.
A spreadsheet in a shared drive, but no audience data
I kept a spreadsheet for about eighteen months. Three columns: what I posted, when I posted it, and what happened. By “what happened” I mostly mean nothing. Rows and rows of nothing. A like here. A comment from someone I already knew there. Three hundred and something posts, and I could trace exactly zero clients back to any of them.
I didn’t stop posting because I ran out of ideas. I stopped because I ran out of belief. My coaching content was not working, and I couldn’t figure out why. Somewhere around month fourteen, the act of writing a post started to feel like dropping coins into a well and never hearing them hit the bottom.
That’s what I mean by the Guessing Tax. Not just the time. The other stuff.
What is the Guessing Tax?
The Guessing Tax is the cumulative cost of creating content based on what you think your audience needs rather than what you know they need. Time is the obvious part. But the real cost is in confidence, momentum, and the slow erosion of trust in your own ability to reach people.
Every post that gets no response teaches you something. The problem is, it teaches you the wrong thing. It teaches you that content marketing doesn’t work, or that you’re not good enough at it. Neither is true. You were just writing for an audience you’d imagined rather than one you’d listened to.
The tax has four components, and they compound. (If you want the wider picture of how this fits alongside the other problems coaches face, The Complete Guide to Audience Research for Coaches and Consultants covers all five.)
Time
This is the one everyone notices. Three posts a week, an hour each, fifty weeks a year. That’s 150 hours. Add the time spent researching hashtags, writing captions, repurposing for LinkedIn and TikTok and Pinterest. If those posts are built on assumptions rather than data, most of that time is wasted. Not all of it. You’re building a writing habit, getting comfortable being visible. That has value. But in terms of actually reaching the people you want to reach, assumptions cost you roughly 80% of your content time.
One coach I spoke to had written over 400 Instagram posts in two years. She was spending about six hours a week between writing, designing in Canva, and scheduling through Later. When she finally did some basic audience research on Reddit, she discovered her ideal clients described their problem in completely different language to anything she’d ever posted. Two years. Six hundred hours. Almost none of it landing where she needed it to.
Money
If you’re running paid promotion on content built from assumptions, you’re paying twice. Once for the ad spend on Facebook or Instagram or LinkedIn, and once for the opportunity cost of promoting something that doesn’t resonate. Boosting a post that uses your vocabulary instead of your client’s vocabulary is like translating a billboard into a language nobody in that neighbourhood speaks.
Even without paid promotion, there are costs. The Canva subscription. The scheduling tools. The courses on how to post more effectively that teach you to produce more of the wrong thing, faster. The Guessing Tax isn’t only the time you spend guessing. It’s everything you spend making the guesses look professional.
Confidence
This is where the damage gets serious. After six months of content that doesn’t convert, most coaches start to doubt themselves. After a year, they’ve usually tried three or four different approaches, each one based on a slightly different guess about what their audience wants.
None of them worked, because the problem was never the approach. It was the data underneath.
But that’s not how it feels from the inside. From the inside, it feels personal. “I’ve tried everything and nothing works” is the sentence I hear most often from coaches who’ve been paying the Guessing Tax. They haven’t tried everything. They’ve tried the same thing with different packaging. But each failed attempt erodes a little more confidence, and confidence is the thing you need most to show up and create.
I know this one personally. There’s a particular flavour of dread that comes from opening Instagram, looking at your analytics, and seeing the same flat line for the fourteenth week running. You start negotiating with yourself. Maybe posting twice a week instead of three. Maybe skipping this week entirely. That negotiation is the Guessing Tax collecting.
Momentum
Momentum in content creation is fragile. When something lands, when a post gets meaningful engagement or an email gets replies, the next piece comes easier. The ideas flow. You feel like you know what you’re doing.
When nothing lands for weeks, the opposite happens. Each post requires more effort than the last. The blank screen gets blanker. You spend forty minutes staring at a blinking cursor and then check your email instead.
The Guessing Tax doesn’t just cost you past effort. It steals future effort by making each new attempt harder to start.
How the Guessing Tax compounds
The four components don’t just add up. They multiply.
| Month | What happens | Cumulative effect |
|---|---|---|
| 1-3 | Posting consistently based on assumptions | Time spent, but confidence still intact |
| 4-6 | Engagement stays flat. First doubts | Start experimenting with format instead of message |
| 7-9 | Try a new strategy (still assumption-based) | Money spent on courses or tools. Brief optimism |
| 10-12 | New strategy doesn’t work either | Confidence drops. Posting frequency dips |
| 13-18 | Sporadic posting. “Content doesn’t work for me” | Momentum gone. Tax at its highest |
| 18-24 | Either quit content entirely or hire someone else to guess for you | The tax has cost you two years and possibly thousands of pounds |
I’ve seen this timeline so many times it’s practically a template. The details change. The arc doesn’t.
How to calculate your guessing tax
This is uncomfortable, but it’s useful. Open Apple Notes, Google Sheets, Notion, or even the back of an envelope.
- Hours per week on content (writing, designing, scheduling, caption-writing, hashtag research): most coaches land between 3 and 8 hours
- Multiply by weeks you’ve been posting without clear evidence of client acquisition from that content
- Add money spent on content-related tools (Canva Pro, Later, Planoly, stock photo subscriptions, Skillshare or Udemy courses, paid promotion on Meta or Google Ads that didn’t convert)
- Estimate the confidence cost on a scale of 1-10. How much has inconsistent content performance affected your willingness to show up and create?
Most coaches who do this exercise land somewhere between 200 and 600 hours and £500 to £3,000. That’s before the confidence and momentum costs, which don’t have a number but usually have the biggest impact.
You’re not calculating your guessing tax to feel bad about it. You’re doing it so the next section makes sense.
How to stop paying it
The Guessing Tax disappears when you replace assumptions with data. Not perfect data. Not a full research programme. Just enough to know that the words you’re using match the words your audience uses, and the problems you’re addressing are ones they actually recognise.
Start with conversation mining
Go to Reddit, Facebook groups, Quora, or any forum where your ideal clients talk honestly about their problems. Not coaching groups. Groups where people discuss the problem you solve, in their own words. Search for the emotional description, not the clinical one. “I can’t stop overthinking” rather than “cognitive behavioural strategies.”
Copy the language
Literally. Open a document and paste the sentences that make you think: my clients say this, but I would never have written it that way. Ten sentences is enough to start. The gap between how they describe the problem and how you’ve been describing it is the gap your content has been falling into.
Write from their words, not yours
Your next post should start with a sentence your audience would recognise as their own thought. Not paraphrased into your professional vocabulary. Their words. The Language Gap article goes deeper on this specific shift.
Build a feedback loop
When something works, notice why. When it doesn’t, check whether the language came from research or from your head. Over time, you build a map of what resonates, and the guessing stops. More on this in The Feedback Loop Problem.
Set a research rhythm
Twenty minutes a week on Reddit or in Facebook groups, reading what your audience is saying this week. Their language shifts. New frustrations emerge. Old ones get replaced. The research isn’t a one-off project; it’s a practice. The Weekend Research Sprint has a stripped-back version you can do in two hours.
What changes when you stop guessing
I want to be honest about this. Stopping the Guessing Tax doesn’t mean every post suddenly converts. It means the floor comes up. The baseline changes. Instead of most content missing and the occasional lucky hit, most content connects and you can see why.
One singing coach I worked with had been posting motivational quotes on Instagram for a year. Nice quotes. Well-designed in Canva. Engagement from other singing teachers. Zero enquiries from students. When she spent an afternoon on Reddit reading what adult singing students actually worry about, she found the same fear in thread after thread: “I want to sing but I’m terrified someone will hear me practising.” She’d never addressed that in any of her three hundred posts. Her next five posts were about exactly that fear, in exactly that language. Three enquiries in a fortnight.
That’s not magic. That’s what happens when you stop paying the tax.
I built Pain Point Pulse because doing this manually across a whole niche takes hours that most solo coaches don’t have. It automates the conversation mining, pulling anonymous discussions from online communities and forums and mapping the language patterns across hundreds of posts. But the principle underneath is the same whether you use a tool or a browser and a notebook: find out what they’re actually saying, and start there.
Frequently asked questions
How quickly will I see results after switching from assumptions to research?
Most coaches notice a difference within two to four weeks. Not a dramatic overnight change, but a shift in the quality of engagement. Comments that say “this is exactly what I’m going through” instead of “great post!” or nothing at all. The enquiries usually follow within a month or two, because content that resonates gets saved and revisited. The person who bookmarks your post today might DM you in six weeks.
I’ve been posting for years with no results. Is all that content wasted?
Not entirely. Some of it will be close to what your audience needs, just expressed in the wrong language. Once you’ve done basic research, go back through your best-performing posts and rewrite them using your audience’s vocabulary. You’ll often find the insight was right and only the packaging was off. That back catalogue becomes raw material, not waste.
What if I don’t have time for audience research?
If you’re spending three to six hours a week creating content without data, you’re already spending the time. Redirecting one of those hours to research will make the remaining hours dramatically more effective. You don’t need a research department. You need twenty minutes on Reddit and a willingness to read what people actually say about the problem you solve. Beyond Surveys covers lightweight research methods that fit into a coaching schedule.
Is the Guessing Tax just about social media content?
No. It applies to emails, blog posts, lead magnets, webinar topics, YouTube videos, podcast episodes, and Teachable or Kajabi course curricula. Anything you create based on assumed knowledge of your audience rather than observed knowledge. A lead magnet built on assumptions has the same conversion problem as a social post built on assumptions. The medium doesn’t fix the message.
How is this different from just needing better content?
Better content built on wrong assumptions is still wrong content. The Guessing Tax isn’t a quality problem. A beautifully written, thoroughly researched blog post about a problem your audience doesn’t recognise in themselves is still invisible to them. Quality matters, but it matters after the targeting is right. Getting the language and the problem right comes first.
The spreadsheet still exists somewhere. I looked at it recently, actually, scrolling through the rows. All that effort, neatly logged. I don’t think the work was bad. I think I was talking to someone who wasn’t in the room.
Probably most coaches are.
Pat Kelman. Come and look at this.
