Use it before a rebuild
Run the engine before changing your website, phone process, CRM, review flow, or booking system. It helps show which problem deserves attention first.
Benchmark IP Layer
Benchmark How Fast Your Public Proof Is Actually Growing.
Review Velocity Benchmark turns total reviews, fresh review pace, and monthly customer volume into a disciplined read on whether your reputation layer looks active enough for buyers, Google, Maps, and AI recommendation surfaces.
Scores review velocity, capture rate, freshness, and authority readiness
Benchmarks whether proof creation is keeping pace with customer volume
Turns reputation softness into immediate operational fixes
Flows into the same four-question fit check and calendar handoff
Run the Benchmark
Answer four reputation-operating questions and the engine will model whether the business is creating enough visible trust momentum.
Choose the Right Engine
Use the review benchmark when the question is public proof momentum, then branch into visibility, trust, or front-door revenue if the deeper issue sits elsewhere.
Operating System Scan
AI Business OS Diagnostic
A flagship operating-system diagnostic that scores AI reception, front-door control, answer visibility, proof, reactivation, and orchestration to show whether the business really runs like an AI Business Operating System.
Best for
- Businesses that need a wider systems read before choosing a narrower engine
- Operators trying to justify premium positioning beyond commodity AI receptionist tooling
Authority Scanner
AI Visibility Score
A flagship authority scanner that scores entity clarity, answer coverage, trust, local authority, conversion readiness, and machine readability from a real website URL.
Best for
- Businesses that need a broad website visibility scan
- Teams preparing for AI search and answer engines
Revenue Benchmark
Front Door Benchmark
A flagship benchmark engine that estimates monthly and annual revenue at risk based on lead volume, customer value, and the way a business currently controls the first response.
Best for
- Home-service and consult-driven businesses with inbound lead flow
- Teams that want a clear annualized leakage estimate
Proof Scanner
Trust Stack Audit
A flagship scan that scores review signals, proof depth, expert identity, differentiation, and local trust from a real website URL.
Best for
- Businesses where proof and reputation decide the sale
- Founders who need a stronger visible trust layer before scaling traffic
Competitive Gap Scan
Competitor Intake Scanner
A flagship intake comparison engine that scores how your front door stacks up against a competitor's visible intake posture, urgency handling, proof density, and response readiness.
Best for
- Businesses losing urgent-response demand to faster or clearer competitors
- Operators preparing comparison pages, intake upgrades, or sales-system fixes
Speed-to-Lead Math
Response-Time Loss Estimator
A flagship estimator that turns lead volume, deal value, and first-response lag into lost bookings, revenue at risk, and a benchmark read on how expensive slow follow-up really is.
Best for
- Home-service and consult-driven businesses with real inbound demand
- Teams trying to justify faster callbacks, live coverage, or AI response
Local Trust Benchmark
Review Velocity Benchmark
A flagship benchmark engine that scores review momentum, capture rate, freshness, and authority readiness from the pace at which a business turns completed work into public proof.
Best for
- Businesses that want to benchmark review growth against real operating volume
- Teams trying to strengthen local authority before spending harder on traffic
How to use this engine
Review Velocity Benchmark turns a vague business problem into a clearer next step.
Use this when your business has happy customers but not enough fresh public proof to help new buyers, Google Maps, and AI recommendation systems trust you.
Use it before comparing vendors
A score gives you sharper questions to ask any AI agency, answering service, website company, or automation provider.
Use it before booking a call
Bring the result into the appointment so the first conversation starts with evidence instead of guesswork.