Only the business field is required. This light preview is cost-controlled; full engine proof unlocks on a call.
Score
AI visibility
Competitors
who shows up first
Engines
ChatGPT, Google AI, Gemini, Meta AI
Website
what blocks recommendations
Free Public Preview
38 / 100AI visibilityFairHigher is better. 70+ usually means AI can understand and recommend you more confidently.
61 / 100AI website readinessFairWebsite clarity, source proof, conversion paths, and AI-readable service language.
2 of 5initial AI checksPoorLight preview only. Full audit expands this to 50 priority buyer searches.
#4estimated local rankFairLower is better. #1 means AI and local sources are most likely to recommend you first.
What this likely means
AI may understand your category, but the public proof layer is not strong enough to consistently recommend you before competitors.
What the live walkthrough proves
Actual prompts, sources, competitors, screenshots, and the first fixes Frontier Rank would ship.
Data source: Public-light preview from website/category signals. Full Google, ChatGPT-style, Gemini, Meta AI, Yelp, and Maps proof is reserved for the live workspace.
Likely Gaps
AI cites competitors more often for category searchesHigh
Google profile and website service language do not matchMed
Reviews lack city, service, and outcome detailHigh
Full competitor list and source map available in auditLocked
Initial AI Search Signals
| Engine |
Light Preview |
Plain English Read |
Live Walkthrough Unlocks |
What The Live Review Adds
| Area |
Preview Score |
Why It Matters |
This public preview is intentionally light. The live walkthrough shows source proof, screenshots, competitor evidence, and the implementation queue.
The preview shows the likely gap. The walkthrough shows the working system.
We keep the full workspace gated to control API cost and explain the results with context.
Want to see the full system live?
No login yet. No password. Send us the best email and we will walk through the full AI visibility workspace with searches, competitors, proof, and first fixes.
Full 50-question audit preview with the searches that matter most.
Simple money-at-stake estimate using conservative assumptions.
Optional 20-minute review so you know exactly what to do next.
Send my full report
We will use your diagnostic details so you do not have to retype everything.
Prefer to talk it through? Book a short visibility review.
Book Review
Why this is hard to DIY: seeing a gap is only the first step. The leverage comes from knowing which sources AI trusts, fixing them in the right order, and checking whether Google, ChatGPT, Gemini, Meta AI, Yelp, and Maps actually move.
Locked Full Audit Preview
Franklin Cosmetic Surgery Practice
A fictionalized sample report showing how Frontier Rank evaluates AI visibility, competitor share, source gaps, and the 90-day implementation plan.
41
current score / 100
Executive Summary
The practice is visible for branded searches but underrepresented when buyers ask AI tools for procedure-specific recommendations in Franklin, Brentwood, and Nashville.
Score Targets
Current Score41
90-Day Target76
AI Answer Visibility9/50
Primary Gap
Procedure-specific authority. AI can verify the business, but competitors are easier to associate with facelift, eyelid surgery, mommy makeover, and reputation questions.
AI Answer Snapshot
| Buyer Question |
Platform |
Result |
Gap |
First 30 Days
Clean up Google Business Profile, improve website clarity, add service schema, strengthen core service pages, and begin review-language improvements.
Days 31-60
Publish procedure FAQs, add Franklin/Brentwood/Nashville service-area content, and expand directory/source coverage.
Days 61-90
Retest 50 buyer questions, compare share of voice, and produce a before/after visibility report with next priority fixes.
Ongoing Evals
Run recurring AI answer checks, validate business facts, monitor competitor movement, and send clear updates when scores, sources, or recommendations change.