Stop Following Advice That's Shrinking Your Margins: The Paradigm Breaker
When the industry playbook feels wrong but you can't say why, don't argue with the rule. Take it apart. A 5-step recipe plus one prompt that finds the broken assumption hiding inside 'best practice.'
The stuck moment. You run a $2M plumbing company. Every podcast, every mastermind, every competitor says the same thing: buy leads from the aggregators, staff the phones, win on speed-to-lead. You've run that play for 18 months and net margin has slid from 14% to 9%. The advice feels wrong, but you can't articulate why, so you keep writing the checks.
That feeling (conventional wisdom seems off, but you can't name the flaw) is the exact signal for this recipe. Time to dismantle the rule.
The recipe: Paradigm Breaker
- State the rule exactly as your industry says it. One sentence, no editing. "Growth in home services = paid leads + speed-to-lead."
- List the hidden assumptions. What must be true for the rule to work? (Leads are the constraint. Every job is worth chasing. Aggregator pricing stays rational.)
- Test each assumption against your own numbers. Pull your own close rate, your cost per booked job, your margin by lead source, straight from your books. Usually one assumption fails loudly.
- Invert the broken assumption. If "leads are the constraint" is false and capacity or repeat business is the real constraint, an entirely different strategy opens up.
- Run a 30-day test before any bet-the-company pivot. One inverted play, one metric, small dollars.
The AI move. Paste this in, fill the brackets:
ROLE: You are a contrarian strategy analyst who specializes in finding the hidden assumptions inside industry "best practices."
CONTEXT: I run [business type, revenue, market]. The conventional wisdom in my industry says: "[the rule, one sentence]." I follow it by [what you actually do]. My results: [key numbers: margin, cost per booked job, close rate by lead source, repeat rate].
TASK:
1. List 6–8 assumptions that must be true for this rule to work, including the ones nobody says out loud.
2. For each, state what evidence in MY numbers would confirm or break it. Flag the 2 most likely broken in my case.
3. Invert each broken assumption and describe the strategy that becomes possible if the opposite is true.
4. Design one 30-day test for the strongest inverted strategy: actions, cost, and the single metric that proves the new paradigm.
FORMAT: Table (assumption | evidence to check | likely broken?), then a short 30-day test plan.
CONSTRAINTS: Use only the numbers I gave you. Do not invent industry stats. Be specific to my business. If my data can't answer, tell me exactly what to pull first.
What it's worth: Catching one broken industry assumption before your competitors do is often the difference between a 9% and a 15% margin business. On $2M, that's $120K a year.