Transformation Audit
How the AI Readiness Scorecard works
By Mike Olaski, Founder, rehabit · Last reviewed 2026-10-27
An AI readiness assessment measures how much of a business's repeatable work is still manual, and where AI would pay off first. rehabit's AI Readiness Scorecard does this for coaching and expert businesses in about five minutes: 16 questions, a score from 0 to 100 across Marketing, Sales, Delivery and Operations, and the three opportunities to fix first.
What it measures
Four questions set the context: your business model, annual revenue, team size and biggest operational bottleneck. Twelve questions are scored, three in each area of the business:
| Area | What the three questions ask |
|---|---|
| Marketing | Do leads who don't book get nurtured automatically? How many hours a week go into content creation and distribution? Is AI used to personalize outreach or ads? |
| Sales | How fast do new inbound leads get a reply? Are sales-call transcripts analyzed for follow-ups? Is CRM entry automated after a call? |
| Delivery | How much of client onboarding is manual? Does a Digital Twin or AI system handle first-level client questions? How many hours a week go into administrative fulfillment? |
| Operations | Are at-risk clients spotted before they churn? Is team reporting automated? How much time goes to fighting fires versus growth? |
How the score is calculated
Every answer carries a weight from 0 to 100, where higher means more of that work already runs without the founder. Lead response speed shows how the weights work:
| How quickly do you follow up with new inbound leads? | Weight |
|---|---|
| Instantly (automated) | 96 |
| Under 15 minutes | 84 |
| Under 1 hour | 66 |
| Within 24 hours | 42 |
| 24+ hours | 18 |
The steep drop reflects the research. In the Lead Response Management study (MIT and InsideSales.com, 2007), the odds of reaching a lead fell 100-fold, and the odds of qualifying one 21-fold, when the first call came at 30 minutes instead of 5.
Each area's score is the average of its three answers. The overall score is the average of the four areas, adjusted slightly for context: two points up for teams of 21 or more, two points down for solopreneurs, two points down when the bottleneck is hiring or admin debt, and one point down when it is lead generation. The result is kept between 24 and 97.
| Score | Grade |
|---|---|
| 85 and above | A |
| 75–84 | B+ |
| 65–74 | B |
| 55–64 | C+ |
| Below 55 | C |
What you get
- Your overall score and grade, plus a score for each of the four areas.
- A key finding: the area with the largest readiness gap, read against the bottleneck you named.
- The three opportunities to fix first, each with an estimate of hours recoverable per year. They come from your two weakest areas and your stated bottleneck.
- A five-step checklist ordered by priority, with impact and effort for each step.
- A directional range for the annual value of closing the gaps, based on your revenue band, your team size and how much room your score leaves. For a $500K–$2M business the starting band is $50,000–$150,000, adjusted from there.
- The full report by email. The Scorecard page promises to send the report and no unsolicited campaign email.
A worked example
Here is what the Scorecard returns for one set of illustrative answers: a coaching business doing $500K–$2M with a team of 2–5, whose biggest bottleneck is lead generation. It nurtures leads with basic emails, follows up with inbound leads within 24 hours, onboards clients half by hand, and has no AI handling client questions.
| Result | Value |
|---|---|
| Marketing / Sales / Delivery / Operations | 64 / 55 / 43 / 63 |
| Overall score | 55 (C+): an average of 56, minus 1 for a lead-generation bottleneck |
| Largest gap | Delivery |
| First opportunities | AI-assisted onboarding and client support (about 689 hours a year); instant lead response and a CRM copilot (about 568 hours a year); an AI content and lead-capture flywheel (about 620 hours a year) |
| Directional annual value | $47,500 – $178,125 |
What the Scorecard is not
It is a directional diagnostic, not financial advice. The answers are self-reported and the value range is an estimate, not a promise. Enterprise AI-readiness frameworks look at data platforms, governance and skills across large organizations; this Scorecard looks at the founder-led workflows of a coaching or expert business.
When the numbers matter, the paid Audit & Roadmap Sprint replaces estimates with your real workflows, costs and constraints, and produces an implementation-ready roadmap. If that report does not clearly show how the recommended work can return at least 10× the Audit fee, the fee is refunded in full.
Frequently asked questions
- What is an AI readiness assessment?
- An AI readiness assessment measures how much of a business's repeatable work is still manual and where AI would pay off first. rehabit's version scores Marketing, Sales, Delivery and Operations for coaching and expert businesses.
- How long does the AI Readiness Scorecard take?
- About five minutes. It has 16 multiple-choice questions: four about your business and twelve scored questions across four areas.
- Is the Scorecard free?
- Yes. No credit card is required. You leave your email at the end to receive the full report.
- Is the savings range a guarantee?
- No. It is a directional estimate based on your revenue band, team size and score. The paid Audit replaces it with numbers from your own workflows.
- How is the score graded?
- 85 and above is an A, 75–84 a B+, 65–74 a B, 55–64 a C+, and below 55 a C.