GEO Audit — Juno Beach Smiles

Executive Summary

What This Audit Found

Juno Beach Smiles ranks #1 on Perplexity for "best dentist Juno Beach FL" and has two AACD-credentialed doctors, deep service pages, 273 blog posts, and 251+ positive reviews. The foundation is strong. The problem is that AI systems can barely see any of it.

AI platforms read structured data first — and this site has almost none. No FAQ schema, no review ratings in markup, no doctor credentials tagged for machines to read. The result: a practice that patients love and AI systems largely skip over when making recommendations.

The five most impactful fixes take less than a day and require no new content — only making existing content machine-readable.

Score Breakdown

GEO Score by Category

Overall GEO Score 52 / 100 Poor — Below Average

Content E-E-A-T 68

Strongest category. Two AACD-member DMDs with elite CE histories and 18 named patient testimonials. Credentials exist but aren't machine-readable.

Weight: 20% · Contributes 13.6 pts

AI Citability 62

Dental implants page has strong citable stats (98% success rate, CDC data). FAQ answers are too vague for AI to extract direct answers from.

Weight: 25% · Contributes 15.5 pts

Technical GEO 51

Site renders cleanly for AI crawlers (all 5 allowed). Missing: llms.txt guidance file, social preview tags, security headers, and a corrected title tag.

Weight: 15% · Contributes 7.65 pts

Platform Optimization 48

#1 on Perplexity organically — strong start. ChatGPT and Bing Copilot are weak due to entity conflict and no LinkedIn presence.

Weight: 10% · Contributes 4.8 pts

Brand Authority 38

Good local directory presence (Birdeye, Healthgrades, Yelp, Nextdoor). No LinkedIn for either doctor, no Reddit presence, no Wikipedia mention.

Weight: 20% · Contributes 7.6 pts

Schema & Structured Data 28

Lowest score. No FAQ schema. No review ratings in markup. No doctor credentials as structured data. 3 errors in existing business schema.

Weight: 10% · Contributes 2.8 pts

AI Platform Readiness

How Each AI Platform Rates This Site

Google AI Overviews

FAQ schema missing

55 Fair

Google Gemini

Entity name conflict

52 Fair

Perplexity AI

#1 ranking — no Reddit

50 Fair

ChatGPT Web Search

No Wikipedia, name conflict

42 Poor

Bing Copilot

No LinkedIn, no Bing Tools

40 Poor

⚠ Entity Name Conflict: CareCredit lists this practice as "Juno Beach Comprehensive Dentistry" while the website uses "Juno Beach Smiles." AI platforms split authority between two different businesses. One phone call to CareCredit fixes this across all platforms simultaneously.

AI Crawler Access

Which AI Bots Can Access This Site

GPTBot

ChatGPT

✓ Allowed

ClaudeBot

Anthropic / Claude

✓ Allowed

PerplexityBot

Perplexity AI

✓ Allowed

Google-Extended

Gemini / AI Overviews

✓ Allowed

Bingbot

Bing Copilot

✓ Allowed

✓ All 5 major AI crawlers have unrestricted access. The issue is not access — it's what they find when they arrive.

Key Findings

Issues by Priority

CriticalNo FAQ schema — 3 pages of FAQ content invisible to AI

FAQ sections on the FAQ page, cosmetic dentistry page, and dental implants page have no structured markup. AI systems skip them entirely when answering dental questions.

Fix: Developer adds FAQPage JSON-LD to 3 pages — 2 to 3 hours.

Critical251+ reviews are invisible — no AggregateRating in schema

Birdeye (251 reviews), Rank My Dentist (4.9 stars, 70 reviews), and 18 on-site testimonials. None surface as structured data. Star ratings cannot appear in search results.

Fix: Add aggregateRating to existing business schema — 1 hour.

CriticalCareCredit lists practice under a different name

Listed as "Juno Beach Comprehensive Dentistry" on CareCredit. AI platforms build two separate authority profiles, splitting trust signals across all platforms.

Fix: Contact CareCredit to correct the name — no developer needed, 15 minutes.

CriticalNo llms.txt — AI crawlers receive no content guidance

The standard file that tells AI bots which pages to prioritize doesn't exist on this domain. Competitors implementing it early gain a structural advantage.

Fix: Create plain-text file at domain root — 30 minutes.

HighBusiness schema has 3 validation errors + 8-word description

Wrong country code, mismatched hours, plain-text doctor names. Description reads "Dentist in Juno Beach, FL" — AI systems have nothing to cite about this practice.

Fix: Replace schema block with corrected version — 30 minutes.

HighHomepage title is 178 characters — 3× the limit

Every AI citation of this page shows a keyword-stuffed, truncated title. Should be: "Juno Beach Smiles | Top-Rated Dentist in Juno Beach, FL" (54 characters).

Fix: One-line change — 5 minutes.

HighNo LinkedIn for either doctor or the practice

LinkedIn profiles for Dr. Riley and Dr. Keuning + a company page = 3 entity pages AI systems index. Their absence is the primary reason Bing Copilot scores 40/100.

Fix: Create profiles with full credentials — 2 to 3 hours, no developer needed.

HighDoctor credentials are AI-invisible — no Person schema

Dr. Riley: DMD, Temple University, AACD member, 200+ CE hrs/yr. Dr. Keuning: DMD, Microbiology background, AACD member, 22 years at practice. AI cannot read any of this without structured markup on bio pages.

Fix: Add Person schema to 2 pages — 1 hour.

HighNo social preview tags anywhere on the site

Zero Open Graph tags sitewide. Social shares and AI platform URL previews generate blank, degraded results — no image, no description, no clean title.

Fix: Developer adds OG tags to all page templates — 2 hours.

MediumSchema links to only 3 platforms — should be 7+

sameAs only references Facebook, Yelp, YouTube. Google Business Profile, Healthgrades, Zocdoc, and LinkedIn are missing from the cross-platform identity web AI uses.

MediumNo Reddit presence — primary source for AI local answers

Zero Reddit mentions found. When patients ask AI "who is the best dentist in Juno Beach?" Reddit is one of the top retrieval sources. The practice is completely absent.

MediumCopyright shows 2024, no HIPAA notice in footer

Stale copyright undermines the freshness signals created by the active 2026 blog. No HIPAA notice is standard for healthcare sites and a minor trust gap.

Prioritized Action Plan

What to Do and When

Quick Wins — This Week

High impact, low effort — implement immediately.

1

Fix business schema errors + add review star ratings

⏱ 1 hour · Developer

Correct 3 validation errors and add aggregate rating from Google Business Profile. Unlocks star ratings appearing in Google Search results.

2

Add FAQ structured data to 3 pages

⏱ 2–3 hours · Developer

Direct path into Google AI Overviews and ChatGPT answers for dental queries. Data is ready — just needs to be implemented.

3

Fix the homepage title tag (178 → 54 characters)

⏱ 5 minutes · Developer

Every AI citation of this page currently shows a garbled, keyword-stuffed title. One line change fixes it permanently.

4

Create an llms.txt file at the domain root

⏱ 30 minutes · Developer

Tells all 5 AI crawlers what the practice does, who the doctors are, and which pages to prioritize. Template is ready.

5

Correct the CareCredit business name

⏱ 15 minutes · No developer needed

Contact CareCredit to change "Juno Beach Comprehensive Dentistry" to "Juno Beach Smiles." Fixes the entity conflict across all AI platforms at once.

Medium-Term — This Month

Significant impact, moderate effort — requires content or technical changes.

Create LinkedIn profiles for Dr. Riley and Dr. Keuning + practice company page

Verify practice listing in AACD member directory (aacd.com/find-a-dentist)

Expand sameAs schema — add Google Business Profile, Healthgrades, LinkedIn

Submit to Bing Webmaster Tools + implement IndexNow for real-time content updates

Add Person schema with credentials to both doctor bio pages

Replace blog post boilerplate with structured author bio cards linking to doctor pages

Add "Reviewed by Dr. [Name], DMD — [date]" attribution to all service pages

Strategic Initiatives — This Quarter

Long-term competitive advantage — requires ongoing investment.

Add security headers via server configuration (HSTS, X-Frame-Options, CSP, and 4 others)

Expand recent blog posts from ~450 to 1,200+ words with clinical examples and citations

Drive Yelp review volume — currently only 11 reviews vs 251 on Birdeye (Perplexity indexes Yelp heavily)

Build Reddit presence in r/PalmBeach and local Florida communities — ChatGPT pulls from Reddit for local recommendations

Feature Dr. Hinman's peer dentist endorsement on the homepage — currently buried on the testimonials page

Pursue Wikipedia / Wikidata entity presence — strongest single entity recognition signal for ChatGPT and Gemini

Expected timeline: Sites implementing FAQ schema, AggregateRating, and llms.txt typically see measurable AI citation improvements within 4–8 weeks. This practice's existing #1 Perplexity ranking confirms the domain authority is already there — these changes extend that visibility to every other AI platform.

Reference

Glossary & Methodology

Audit conducted May 18, 2026 on junobeachsmiles.com across 6 dimensions: AI Citability (25%), Brand Authority (20%), Content E-E-A-T (20%), Technical (15%), Structured Data (10%), Platform Optimization (10%). Platforms assessed: Google AI Overviews, ChatGPT, Perplexity, Gemini, Bing Copilot.

Standards referenced: Google Search Quality Rater Guidelines (2025), Schema.org specification, Core Web Vitals (2026), llms.txt emerging standard.

GEOGenerative Engine Optimization — optimizing content so AI systems cite and recommend it.

AI OverviewsGoogle's AI-generated answer boxes appearing above traditional search results.

E-E-A-TExperience, Expertise, Authoritativeness, Trustworthiness — Google's content quality framework.

Schema / JSON-LDMachine-readable markup that tells search engines and AI what a page is about.

sameAsSchema property linking a business's identity across platforms so AI recognizes them as one entity.

llms.txtEmerging standard file telling AI crawlers which pages to prioritize.

AggregateRatingSchema markup that surfaces star ratings and review counts in search results.

Open GraphMeta tags controlling how pages appear when shared on social media or previewed by AI.

EntityHow AI systems identify a real-world business as distinct from similarly named ones across the web.

AACDAmerican Academy of Cosmetic Dentistry — an authority signal AI models recognize for dental practices.

IndexNowProtocol that instantly notifies Bing when new content is published.

Structured DataMachine-readable information embedded in a page that AI can parse without interpreting plain text.