Picture a cowboy in Texas who fires his gun randomly at the side of a barn. Dozens of bullet holes, scattered everywhere, no pattern whatsoever.
Then he walks up to the wall, pulls out a piece of chalk, and draws a target around the tightest cluster of holes. Steps back. Crosses his arms. “Look at that,” he says. “Dead center. Every time.”
That’s the Texas Sharpshooter Fallacy — and before you feel too superior about that cowboy, consider this: your brain does the exact same thing. Every single day. Just with slightly more sophisticated chalk.You finish a project that went reasonably well and mentally reconstruct a narrative about how your planning was responsible for its success — quietly forgetting the three things that almost derailed it.
You meet someone who confirms your existing view on something and think “this keeps happening” — not counting the dozens of people who challenged it that week.
You have a rough month and decide “this year has been terrible” — conveniently remembering February, March, and that one awful Tuesday in August, while the genuinely good weeks blur into the background.
This is one of the most pervasive cognitive biases in human psychology. It doesn’t make you stupid. It makes you human. But once you see it clearly — really clearly — you will never look at your own thinking the same way again.
What Is the Texas Sharpshooter Fallacy?
The Texas Sharpshooter Fallacy is a cognitive bias that occurs when you select or highlight data after the fact to fit a conclusion you’ve already reached, while ignoring the data that doesn’t fit.
The name comes from the image of a marksman who shoots randomly and then draws a target around the bullet holes — creating the appearance of accuracy that was never actually there.The fallacy sits at the intersection of two better-known biases: confirmation bias (seeking information that supports what you already believe) and hindsight bias (believing, after an event, that you knew it would happen all along).
If those two had a child, it would be the Texas Sharpshooter Fallacy — the active, creative work of constructing a pattern from random data after the fact.What makes it so particularly dangerous is that it doesn’t feel like a mistake. It feels like insight. Pattern recognition is one of the things the human brain does best — and most of the time, that’s enormously useful. We learn from experience precisely because we can find meaningful patterns in what happened.
The Texas Sharpshooter Fallacy is what happens when that same pattern-finding ability goes rogue: finding patterns that aren’t there, in data that was selected to produce them.The result is conclusions that feel well-supported but are built on sand. Strategies that feel proven but were never actually tested. Self-understanding that feels hard-won but was constructed retrospectively from carefully chosen examples.
Why This Fallacy Is Everywhere — Including in Your Productivity System
Here’s the uncomfortable part. The Texas Sharpshooter Fallacy doesn’t just affect how we reason about the world. It shapes how we understand ourselves — our habits, our productivity, our capabilities, our patterns. And that’s where the real damage happens.
Think about the last time you told yourself a story about how you work. “I’m most creative in the morning.” “I do my best work under pressure.” “I’m not a procrastinator, I just need the right conditions.” “My system works — I’ve had some really productive weeks lately.”
Each of these might be true. But how did you arrive at them? Did you systematically track your creative output across different times of day, compare it honestly, and reach a conclusion? Or did you have a few memorable mornings that felt brilliant, decided those were the real you, and quietly filed the slow mornings under “not the right conditions”?
That’s the cowboy drawing the target.
The same pattern appears in how we evaluate our goals and achievements. We set a vague intention — “I want to be more organized,” “I want to be more proactive,” “I want to build better habits” — and then, over the following weeks, we selectively notice the days we were organized, proactive, and consistent. The other days? They were anomalies. They don’t count. The trend is clearly positive.
Until it isn’t. Until the project misses the deadline, the habit collapses, and we’re genuinely confused about what went wrong — because the pattern we were tracking wasn’t the real pattern. It was the target we drew around our favorite bullet holes.
5 Powerful Ways to Catch the Texas Sharpshooter Fallacy in Yourself
1. Define the Target Before You Shoot
The single most effective antidote to the Texas Sharpshooter Fallacy is also the most straightforward: decide what success looks like before you start — not after.
This sounds obvious. It almost never happens. Most goals are stated in vague enough terms that any reasonably positive outcome can be made to fit. “I want to be more productive” can mean anything. “I want to complete my three most important tasks before noon, four days out of five, for the next six weeks” is a target drawn before the shooting starts.
The difference is not just semantic. When the target is defined in advance, you can’t move it afterward. You either hit it or you didn’t. The data is what it is, not what you’d prefer it to be.
Before you start any meaningful project, habit, or productivity experiment, open Vozly and speak your success criteria out loud. Not vague intentions — specific, measurable conditions. What would unambiguously count as success? What would unambiguously count as failure? Speak both.
This spoken commitment does two things. First, it creates a record — a timestamp on your target that exists before any outcomes arrive, so you can’t later claim you always meant something more flexible. Second, hearing yourself state a specific standard out loud makes vagueness much harder to sustain. Vague goals survive in silence. Spoken aloud, they demand specificity.
2. Track Everything — Not Just the Good Days
Here is a truth about self-knowledge that most productivity advice glosses over: your memory is not an objective record of your experience. It is a selective, reconstructed, heavily edited narrative that systematically overweights the memorable and underweights the mundane. This means your felt sense of how productive, consistent, or capable you’ve been is almost always more flattering than the actual record.
The Texas Sharpshooter Fallacy thrives on this gap. When you rely on memory to evaluate your habits and patterns, you are, by definition, working with pre-selected data. The memorable days — both the brilliantly productive ones and the catastrophically bad ones — are overrepresented. The ordinary, consistent-but-unremarkable days that actually constitute most of your life are underrepresented. And the pattern you infer from this skewed sample is not your actual pattern. It’s your brain’s greatest hits compilation.
The antidote is a complete record rather than a selective memory. This is where a daily voice capture practice becomes genuinely protective against the Texas Sharpshooter Fallacy. Speaking a brief end-of-day note into Vozly — what actually happened today, what got done, what didn’t, how it felt — creates a record that doesn’t edit itself. The slow Tuesday is in there alongside the breakthrough Thursday. The week you barely showed up is in there alongside the week everything clicked.
Over time, this archive gives you something rare: an honest data set about yourself. Not the heroic narrative. Not the discouraging narrative. The actual one — from which you can draw conclusions that might occasionally be unflattering but are reliably true.
3. Actively Look for the Bullet Holes That Didn’t Cluster
The cowboy’s error wasn’t that he looked at the bullet holes that clustered together. It’s that he only looked at those. The scattered holes across the rest of the barn wall — the ones that proved the clustering was random — were invisible to him because he wasn’t looking for them.
The active version of protecting yourself from the Texas Sharpshooter Fallacy is to deliberately seek out the data that doesn’t fit your preferred conclusion. Not because you’re trying to undermine your own success, but because the disconfirming evidence is what tells you whether the pattern is real.
If you believe you’re most productive in the morning, spend two weeks also tracking your afternoon output and comparing honestly. If you believe a particular habit has been transformative, also note the weeks when you kept the habit and nothing particularly good happened. If you believe a decision you made was the right one, spend fifteen minutes seriously considering what evidence would suggest it wasn’t.
Use Vozly to prompt this practice. At the end of each week, speak the answer to one question: “What happened this week that doesn’t fit the story I’m telling myself about how things are going?” This single question, answered honestly and regularly, is one of the most powerful cognitive hygiene practices available. It doesn’t require you to be pessimistic or self-critical. It just requires you to be complete.
4. Separate the Pattern From the Story
Here’s a subtle but important distinction that the Texas Sharpshooter Fallacy collapses: the difference between a pattern (what actually happened, repeatedly) and a story (the meaning you’ve constructed around it).
Patterns are empirical. Stories are interpretive. Both feel equally real from the inside — which is exactly the problem.
You had three difficult conversations in a row. That’s a pattern — three things happened. The story might be “I’m bad at difficult conversations,” or “this period of my life involves a lot of relational tension,” or “I’m being tested and growing through it.” All three stories are compatible with the same pattern. None of them is contained within the pattern itself. You added it.
The Texas Sharpshooter Fallacy happens when the story colonizes the pattern — when the interpretive meaning you’ve placed on selected data starts to feel like the data itself. “I’ve been having a bad year” feels like an observation, but it’s actually a story constructed from a subset of events, filtered through a particular emotional lens.
When you notice yourself telling a strong story about your productivity, your habits, or your trajectory, pause and ask: what is the actual pattern — the raw sequence of events — and what is the story I’ve constructed around it? Speak both versions into Vozly. The pattern first: just the facts, just what happened. Then the story: the meaning you’re making. Seeing them separated often reveals how much interpretive work has been smuggled in under the appearance of observation.
5. Use the Texas Sharpshooter Fallacy as a Pre-Mortem Tool
This final strategy turns the Texas Sharpshooter Fallacy from a trap into a tool — specifically, a tool for better decision-making before you commit to a direction.
The pre-mortem technique, developed by psychologist Gary Klein, involves imagining that a plan has already failed and working backward to understand why. It’s designed to surface the risks and weaknesses that enthusiasm and commitment tend to obscure. And the Texas Sharpshooter Fallacy is precisely the cognitive bias that a pre-mortem is designed to counter — because it forces you to look at the scattered bullet holes, not just the cluster.
Before committing to a significant decision — a new project, a change in approach, a goal you’re excited about — speak a pre-mortem into Vozly. Say: “It’s six months from now and this hasn’t worked. What went wrong?”
Then speak every honest answer you can generate. Not the comfortable ones — the uncomfortable ones. The ways it could fail that you’re currently minimizing. The evidence against the plan that you’ve been quietly setting aside. The bullet holes scattered across the barn wall that aren’t in the cluster.
This practice doesn’t make you pessimistic. It makes your optimism more honest — grounded in a genuine reckoning with the full picture rather than a carefully selected subset of it. And decisions made from that fuller picture are simply better decisions than decisions made from a target you drew yourself.
The Texas Sharpshooter Fallacy and Success Stories
One final place the Texas Sharpshooter Fallacy does enormous damage — and one that’s worth naming separately — is in how we learn from success stories.
The business book that explains why five companies succeeded. The productivity method that transformed someone’s life. The morning routine of highly effective people. The habits of the world’s most creative individuals.
All of these are target-drawing exercises, almost by definition. They start with a successful outcome and work backward to identify the factors that “caused” it — selecting the data points that cluster around the conclusion and ignoring the thousands of companies that had the same five factors and failed, the people who tried the same productivity method and found it made no difference, the morning routines of equally creative people who never built anything remarkable.
This doesn’t mean success stories are worthless. It means they should be read as hypotheses rather than conclusions. Interesting possibilities to test against your own data, not proven formulas to adopt wholesale.
The Tetris Effect is at work here too — once you’ve absorbed a particular framework for success, you start seeing confirmation of it everywhere, while the disconfirming evidence becomes invisible. The Texas Sharpshooter Fallacyand the Tetris Effect are cousins: both involve the brain finding patterns it was looking for, rather than patterns that were actually there.
The protection is the same: a complete, honest record of your own experience, tracked consistently over time, that you can compare against the frameworks you’re borrowing. Vozly is the tool for building that record — one voice note at a time, one honest day at a time, one genuine pattern at a time.
Final Thoughts on the Texas Sharpshooter Fallacy
The cowboy isn’t a fool. He’s doing what brains do: finding meaning, constructing narrative, seeking pattern. These are features, not bugs. They are what make human beings capable of learning from experience at all.
The Texas Sharpshooter Fallacy is what happens when those features run unchecked — when the pattern-finding brain is also the brain evaluating whether the pattern is real, with no external check, no complete record, no honest accounting of the bullet holes that didn’t cluster.
You can’t stop your brain from drawing targets. But you can create the conditions under which the drawings are more honest — by defining targets before you shoot, tracking everything rather than just the memorable parts, actively seeking the disconfirming evidence, separating patterns from the stories you build around them, and running honest pre-mortems before you commit.
Speak your targets out loud before they exist. Record your days completely, not selectively. Look at the whole barn wall.
Because the difference between the cowboy’s false accuracy and the real thing isn’t talent. It’s honesty about where the bullets actually landed.
