AOC OPPORTUNITY VALIDATION TOOLKIT

Test the problem before you build the business.

Use this worksheet to validate Local Business AI Setup with a small real-world test. The goal is evidence—not a polished brand, a giant software stack or an income projection.

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01 · HYPOTHESIS

What are you trying to prove?

A local business owner who feels overwhelmed by AI will pay for a small, practical setup tied to two or three real workflows.

LOW-RISK TEST

Conduct a short AI-use assessment and implement one low-risk workflow plus a prompt/process guide.

Keep the first test small enough to complete quickly, but real enough that a prospect has to react to an actual offer or deliverable.

01 State the assumption What has to be true for this opportunity to work?

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02 Run one small test Use a real prospect, real workflow and real deliverable.

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03 Capture evidence Look for behavior, urgency, willingness and delivery proof.

VALIDATION WORKSHEET

Define the smallest credible test.

Type directly into the worksheet. AOC does not store these answers on the server.

02 · WHO IS THE CUSTOMER?

Local service businesses, shops, contractors, offices and owner-operated firms.

03 · WHAT PAINFUL PROBLEM ARE YOU TESTING?

Many owners know AI could help but do not know which tools are relevant or how to integrate them into daily work.

04 · WHAT IS THE SMALLEST OFFER?

Conduct a short AI-use assessment and implement one low-risk workflow plus a prompt/process guide.

05 · WHAT WILL COUNT AS PROOF?

A simple before/after workflow map and demonstration using the owner’s real business material.

CUSTOMER CONVERSATIONS

Ask before you pitch.

These questions are designed to uncover the current process and pain. Do not lead the prospect toward the answer you want.

Where are you losing the most time each week?

What customer questions repeat constantly?

What content or follow-up gets delayed?

Which tasks should never be automated without review?

LISTEN FOR SIGNAL — NOT COMPLIMENTS

What people do matters more than what they say.

Do not count “that sounds interesting” as validation. Listen for evidence of an existing problem, urgency to solve it, willingness to test a solution and a clear next action.

WEAK SIGNAL“That’s a cool idea.”Interest without action.

BETTER SIGNAL“We deal with that now.”Acknowledged current pain.

STRONG SIGNAL“Can we test this?”Behavior and willingness.

06 · FIND REAL SIGNAL

Take the questions into the field.

Offer a short AI workflow assessment to local businesses in one niche where you can understand the daily work.

Do not pitch all 10–15 people.Use the first conversations to learn. Refine the problem and pilot as patterns emerge.

Suggested first test 10–15 qualified prospects or customer conversations

01Record the languageUse the words prospects use to describe the problem.

02Look for repetitionOne opinion is anecdotal. Patterns are more useful.

03Ask for a next stepA pilot, introduction, follow-up or other concrete action creates stronger evidence.

07 · PASS / FAIL CRITERIA

Decide before emotion takes over.

A “yes” from friends is not validation. Look for behavior, urgency, willingness to pilot and evidence that the delivery can work.

Owners can identify at least one recurring task AI could assist A useful workflow can be implemented with a small stack The owner or staff can repeat the process after handoff

PROCEED

Continue when customer pain is real, the pilot is deliverable and at least one qualified prospect is willing to take a meaningful next step.

REFINE

Change the customer, problem, offer or workflow when interest exists but the proposed solution is too broad, hard to explain or difficult to deliver.

STOP

Walk away when you cannot find urgency, willingness to test or a credible path to delivering the result.

KEEP THE WORK MOVING

Keep this validation framework.

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