AI Opportunity Scorecard: Assess Your Business AI Potential
Most businesses know AI matters, but few know where it matters most for them. The AI Opportunity Scorecard gives you a data-backed answer in under 5 minutes.
What the Scorecard Measures
The AI Opportunity Scorecard evaluates your business across 6 dimensions using 15 targeted questions:
- Readiness: How well-documented are your processes? How accessible is your data? How open is your team to AI-supported workflows?
- Execution: How fast do you respond to customers? How consistent is your lead follow-up?
- Economic Leverage: How much repetitive work, approval latency, and reporting overhead exists?
- Growth Orientation: How clearly do you track leading KPIs and strategic indicators?
- Scale: Your revenue, cost base, and team size determine the absolute economic opportunity.
- AI Adoption Level: Your current AI maturity affects how much remaining headroom exists.
Ten questions use a 1–10 scale for nuanced self-assessment. Five use multiple-choice for structured data points like industry, revenue range, and current AI usage.
What You Get
Upon completing the scorecard, you receive a comprehensive personalised report, instantly, on screen:
- Opportunity Score (0–100): A single number that combines operational pain intensity (45%), economic scale (25%), and execution readiness (30%) into an actionable benchmark.
- Maturity Rating: Whether you should focus on foundations, quick wins, or high-leverage implementation.
- Annual Upside Estimate: Conservative, base, and aggressive projections for cost savings and revenue uplift, calibrated to your specific answers.
- Dimension-by-Dimension Insights: Detailed analysis of each of the 6 dimensions with contextual interpretation.
- Top 3 Priority Actions: Concrete next steps based on your weakest dimensions, where AI delivers the fastest ROI.
- Benchmark Comparison: How your scores compare to typical businesses at your revenue scale.
- Interactive Charts: Radar profile, readiness-vs-leverage matrix, scenario analysis, and upside composition waterfall.
Evidence-Based Methodology
The scorecard's calculations are grounded in peer-reviewed research and large-scale enterprise surveys. Cost savings benchmarks draw from documented 3–14% operating cost reduction ranges (Brynjolfsson/NBER 2023, Redwood Automation Index 2025). Revenue uplift estimates use 1–9% ranges observed in sales and marketing AI deployments (Harvard/BCG 2023, HubSpot 2024, McKinsey 2023).
An AI headroom factor adjusts estimates downward for businesses with existing AI maturity, reflecting diminishing marginal returns. All projections represent potential under competent execution, not guaranteed outcomes. The tool is designed to be conservative: whole-business estimates account for implementation friction, partial adoption, and cross-function averaging.
Who It's For
The AI Opportunity Scorecard is designed for decision-makers evaluating where AI fits in their business:
- Business owners and founders looking to quantify the AI opportunity before investing
- Operations leaders seeking to identify the highest-impact automation targets
- CTOs and technical leads evaluating AI readiness and implementation priorities
- Team leads building the business case for AI adoption within their organization
Whether you're running a 10-person agency or a 500-person enterprise, the scorecard calibrates its analysis to your specific scale, industry, and current AI maturity.
What Happens After
Your scorecard results are yours. There's no paywall and no upsell required. If you want to go deeper, you can book a free 30-minute AI Potential Check with Dr. Achim Struve. In that session, you'll map one specific workflow, quantify the value at stake, and define a tailored implementation path. No obligation, no pitch. Just practical, actionable guidance.
Frequently Asked Questions
What does the AI Opportunity Scorecard measure?
It evaluates your business across 6 dimensions: Readiness, Execution, Economic Leverage, Growth, Scale, and AI Adoption, using 15 targeted questions. These combine into a single Opportunity Score out of 100, plus detailed per-dimension insights.
How long does it take?
Approximately 5 minutes. 6 scale-based ratings and 5 multiple-choice selections. You see your full results immediately.
Is it really free?
Yes, completely free with no obligation. You get your full personalised report: opportunity score, maturity rating, annual upside estimate, insights, priority actions, and benchmarks, all at no cost.
How is the annual upside calculated?
Using peer-reviewed benchmarks from Brynjolfsson/NBER, Harvard/BCG, McKinsey, and others. Cost savings (1–14% of operating costs) and revenue uplift (0.3–9%) are calibrated to your answers. An AI headroom factor reduces estimates for businesses with existing AI maturity.
What happens after I complete the scorecard?
You see your full results on screen instantly. Optionally, book a free 30-minute AI Potential Check to discuss results and identify your highest-impact first step.