SAMPLE REPORT — illustrative company & numbers. This is the exact format and depth you receive with a Simply AI Audit ($1,500 · 5 business days).
Simply AI
AI Opportunity Audit · Confidential

AI Opportunity Audit:
Valley Mechanical Co. (anonymized sample)

Prepared by Justin Chao, Simply AI
Industry HVAC / Home Services
Team size 11
Turnaround 5 business days

01Executive Summary

Valley Mechanical runs a healthy service business with strong demand — and loses a meaningful slice of it at three specific points: missed inbound calls, slow estimate follow-up, and zero reactivation of past customers. None of these require new staff to fix. All three are automatable with proven, boring technology, and all three pay for themselves within the first 60 days.

Bottom line: we identified 6 automation opportunities, prioritized below. The top three combined are conservatively worth $84,000/year in recovered revenue against a one-time build cost of $6,500. Recommended path: fix call capture first (largest leak, fastest build), then follow-up automation, then reactivation.

02Where Revenue Leaks Today

LeakWhat we measuredAnnual cost (est.)
Missed inbound calls~31% of calls during jobs/after hours go to voicemail; ~70% of those callers never call back — they call a competitor$48,000
Slow estimate follow-upEstimates sent, then untouched; no systematic follow-up after day 2$22,000
No customer reactivation1,900 past customers, no maintenance reminders or seasonal campaigns$14,000
Manual scheduling ping-pongOffice manager spends ~2 hrs/day coordinating by phone/text$13,000

03Prioritized Opportunity Roadmap

#AutomationWhat it doesEst. ROI / yrBuild effort
P1Missed-call rescueInstant text-back on every missed call; qualifies, answers FAQs, books the job into your calendar$34–48K1 week
P1Estimate follow-up engineAutomatic 3/7/14-day follow-up sequence on every open estimate, by text + email, until answered$15–22K1 week
P2Customer reactivationSeasonal tune-up campaigns + maintenance reminders to the existing customer list$10–14K3–4 days
P2AI scheduling assistantCustomers self-book and reschedule by text; calendar stays conflict-free$9–13K1–2 weeks
P3Review enginePost-job review requests with smart timing; routes unhappy customers to you privately first$5–8K2–3 days
P3Back-office copilotInvoice chasing, supplier-quote comparison, weekly KPI digest to your phone$6–9K1 week

ROI estimates are ranges built from your own call logs, close rates, and average ticket — methodology shown in the full report appendix. We deliberately use the conservative end for payback math.

0430 / 60 / 90-Day Plan

Days 1–30

Stop the biggest leak

Build + launch missed-call rescue and the estimate follow-up engine. Both live within 3 weeks; first recovered jobs typically inside week one of launch.

Days 31–60

Reactivate the goldmine

Customer reactivation campaign to 1,900 past customers + AI scheduling assistant. Measure: booked tune-ups, reschedule rate, office hours saved.

Days 61–90

Compound & report

Review engine + back-office copilot. Monthly KPI report begins: calls rescued, jobs booked, revenue attributed, hours saved.

05Build Recommendation

Recommended scope: P1 + P2 items as a single fixed-price build — $6,500, 4 weeks, including team training and documentation. Ongoing: AI Manage retainer at $1,000/mo (monitoring, optimization, 2 new automations/month, 90-day ROI guarantee).

Conservative payback: build cost recovered in under 6 weeks at the low end of the P1 ROI range alone.

This is what $1,500 buys

Want this for your business — with your real numbers?

5 business days. Yours to keep, whether you build with us or not.

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© 2026 Simply AI · simplyai4u.com · This sample uses an anonymized, illustrative company so we never expose client data. Your report is built from your actual call logs, CRM exports, and workflows.