AOC OPPORTUNITY VALIDATION TOOLKIT

Test the problem before you build the business.

Use this worksheet to validate AI Lead Follow-Up System 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 business losing leads to slow or inconsistent follow-up will pay for a controlled system that improves response and handoff.

LOW-RISK TEST

Automate one lead source from capture through acknowledgment, routing and a human follow-up reminder.

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?

Home services, professional services, consultants, agencies and small sales teams.

03 · WHAT PAINFUL PROBLEM ARE YOU TESTING?

Leads are frequently lost because inquiries sit unanswered or follow-up becomes inconsistent.

04 · WHAT IS THE SMALLEST OFFER?

Automate one lead source from capture through acknowledgment, routing and a human follow-up reminder.

05 · WHAT WILL COUNT AS PROOF?

Measure response time, missed leads and handoff completion before and after the pilot.

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 do new leads enter today?

How fast is the first response?

Who owns the lead after capture?

What happens when nobody responds?

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.

Target businesses that rely on forms, calls, referrals or appointments and ask how quickly every new lead gets a response.

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.

The business can quantify or observe follow-up leakage One lead source can be improved without replacing the whole CRM The new process preserves clear human ownership

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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