drfirst.com 73 B
🛡️ SEO 58 🤖 GEO 81 ⚡ Perf 65 🏗️ Arch 86

drfirst.com — Global SEODiff Score 73/100

drfirst.com
📊

At 76/100, the ACRI for drfirst.com indicates strong fundamentals in AI extractability, surpassing the majority of indexed sites. Compared to other healthcare sites (avg score: 57), drfirst.com performs above the benchmark, suggesting strong competitive positioning in AI search. The rendering approach is hybrid, with a moderate ghost ratio of 15% — most content is accessible without JS, though some elements are client-rendered. The 8.3× token bloat ratio falls within the normal range, though there is room to trim navigation, footer, and script overhead. Only 1 schema block is present — adding Organization, WebSite, and Breadcrumb schemas would significantly improve structured data coverage. All major AI bot user-agents (GPTBot, ClaudeBot, CCBot, Google-Extended) are permitted by robots.txt, ensuring broad AI crawler access.

73
B — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Traditional SEO (58) is your bottleneck.
🎯 Top Fix: Monitor weekly to catch regressions early
🔬 Automated SEODiff Assessment · Snapshot: Mar 21, 2026 · 📋 API
📈 ACRI Trend 5 snapshots
Feb 23 Mar 7
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
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🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)58 × 0.25 = 14.5
🤖 AI Readiness / GEO (40% weight)81 × 0.40 = 32.4
⚡ Performance (20% weight)65 × 0.20 = 13.0
🏗️ Architecture & Trust (15% weight)86 × 0.15 = 12.9
Weighted sum = 14.5 + 32.4 + 13.0 + 12.9
Global SEODiff Score = 73 (B)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
94
Rendering
avg 93
57
Structure
avg 35
42
Schema
avg 9
50
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 4%
Rank #44497
+13 pts
Gap
AI (ACRI)
Top 17%
Score 76/100

drfirst.com shows stronger AI visibility than traditional SEO ranking. Great AI foundation to build on. ACRI measures technical crawler readiness. Read the methodology →

Why drfirst.com ranks here

Tech stackCustom / Proprietary
Industryhealthcare
RenderingHybrid
Schema coverage1 blocks
Token bloat8.3×

Fastest improvements

  • Reduce token bloat (navigation/footer/code) so agents reach your main content faster (see Token Bloat).
  • Create an llms.txt file so AI crawlers can discover your content structure without heavy crawling. Generate llms.txt →
  • Run a full entropy audit to find which DOM regions waste the most tokens. Run Entropy Audit →
🧪

JavaScript Rendering Check

We check what AI crawlers miss when they skip JavaScript execution.

Running headless browser to simulate AI extraction…
🛡️

Traditional SEO

58/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

44 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

140 chars
Good length

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✓ Has <h2> headings — found 7
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://drfirst.com
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → en
  • ➖ Hreflang tags — N/A (single language site)
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✓ og:title — DrFirst | Innovative Healthcare IT Solutions
  • ✓ og:description — Streamline your healthcare workflow with DrFirst. Optimize your healthcare operations with DrFirst's advanced technology and expert support.
  • ✗ og:image
  • ✓ twitter:card — summary
📐 How the SEO Pillar score is calculated

SEO Pillar = Title (20 pts) + Meta Desc (20 pts) + Heading Hierarchy (20 pts) + Indexability (20 pts) + Social/OG (20 pts)

Each sub-score is derived from the checks above. Canonical tag, lang attribute, og:image, and a single H1 are the highest-impact items.

🤖

AI Readiness / GEO

81/100 40 % of Global Score 🟢 High Confidence

This pillar aggregates citation share, hallucination risk, bot access, schema health, and content extractability. The individual diagnostic sections below contribute to this score.

🔗

Citation Alternatives

Research
💡
Insight: In the healthcare sector, hairdresserfind.com.au (ACRI: 86) currently has stronger AI extractability. AI models tend to prefer sources with higher semantic structure and schema coverage. Domains with ACRI < 40 see 3.5× more hallucinations. Read the research →
drfirst.com
59
Your ACRI Score
86
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. hairdresserfind.com.au has schema coverage of 4 blocks and uses Custom / Proprietary. Improve your score by implementing the remediation patches below.
📊 Side-by-Side Comparison →
🚨

Hallucination Risk

Research

Is AI lying about your brand? This panel measures how likely LLMs are to hallucinate facts when extracting information from your page.

Analyzing hallucination risk…

🤖 Bot Access Matrix

GPTBot (OpenAI)
Allowed
ClaudeBot (Anthropic)
Allowed
CCBot (Common Crawl)
Allowed
Google-Extended
Allowed
Googlebot
Allowed

👻 Rendering (Ghost Ratio) Docs

Ghost Ratio 15%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type Hybrid

📊 Structure & Information Density Docs

Structure Grade 57/100 — Fair
Structured Elements 83 elements (83 lists, 0 rows, 0 headers)
Total Words859
Raw Density9.7%

🏷️ Schema Health Docs

Organization Schema ✅ Present
Product / Service Schema ⚠️ Not Found
Total Schema Blocks1 block(s) — Basic (low value for AI)

Schema Coverage Map

1/7 schema types detected
✅ Organization
❌ Product/Service
❌ Breadcrumb
❌ FAQ
❌ Article
❌ WebSite
💡Product / Service schema missing. AI models don't know this is a SaaS product. Add Product or SoftwareApplication schema so AI understands what you offer and can surface pricing/features.
💡BreadcrumbList schema missing. AI cannot understand your site hierarchy or how pages relate to each other.
💡FAQ schema missing. Adding FAQPage schema lets AI models directly extract Q&A pairs for Featured Snippets and chatbot answers.
💡WebSite schema missing. Add WebSite + SearchAction so Google can generate a Sitelinks Search Box for your brand in AI results.

📐 AI Efficiency Metrics Docs

63
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability63/100 — AI models can partially extract answers from this page
Crawl CostLow (30/100) — efficient for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

12%
🗑️ 88%
Useful Content (17.1 KB)Bloat (125.6 KB)
Token Bloat Ratio8.3× — Normal

Multimodal Readiness

Visual Context100% Optimized for Vision
Image Alt Coverage28 / 28 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set

🔥 Structural Entropy Check Research

0 Entropy
Poor Token Bloat: High
Noise Ratio: 88.0% · SNR: 0.14 · Signal: 4377 / Noise: 32152 tokens

🔬 AI-Crawler Simulation

See your website the way AI crawlers do. CSS stripped, structure labeled, content chunked.

🌐
This is what humans see — styled, branded, visual.
Toggle to "AI Agent View" to see what GPTBot, ClaudeBot, and other AI crawlers actually extract from this page.
🤖

AI Answer Preview

NEW

See how AI models summarize your site. Left: your actual content. Right: what the LLM extracts and says about you.

Simulating AI extraction…
🧠

The LLM Interpretation

AI-VERIFIED

SEODiff AI analyzed the extracted content of drfirst.com and produced this structured business intelligence. Fields marked SEMANTIC VOID indicate information the AI could not find — a critical gap in your site’s machine-readability.

Core Offering
DrFirst’s solutions optimize the medication journey from prescribing to adherence, connecting healthcare stakeholders for improved patient outcomes.
Target Audience
Healthcare organizations, EHR vendors, pharmacies, payers, HIEs, pharmaceutical companies, and patients.
Pricing Model
Information not explicitly stated, likely subscription-based.
🔗 Integration Partners
EHRsPharmacies
🏆 Competitive Moat
Nation’s largest medication management network and a comprehensive suite of interconnected solutions for medication lifecycle management.
📊 Content Depth
8/10
⚡ Key Pain Points
• Workflow inefficiencies
• Errors in medication management
• Information silos
Analyzed by SEODiff AI · 2026-03-02

🔧 Tech Stack

AI-Readiness Score50/100
Servercloudflare
CDNcloudflare
HTTP Status200
Load Time641 ms
Raw HTML Size142.7 KB
Visible Text Size17.1 KB

Performance & Speed

65/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

641 ms
Slow — bots may time out or deprioritise

Google considers <200 ms "good". AI crawlers may have even shorter timeouts.

📦 Page Weight

1031
DOM nodes
143 KB
HTML payload
Moderate weight — acceptable for most scenarios

🗄️ Cache & CDN

  • ✓ Cache-Control header → s-maxage=36000, max-age=5
  • ✗ CDN cache status
  • ✓ CDN detected → cloudflare

🔬 Tracker Tax

0
tracker scripts
0
third-party domains
0.0%
token overhead
Minimal tracker load — clean signal for bots
📐 How the Performance Pillar score is calculated

Perf Pillar = TTFB (35 pts) + Page Weight (25 pts) + Cache/CDN (20 pts) + Tracker Tax (20 pts)

TTFB <200 ms = full marks. DOM >3000 or payload >300 KB incurs heavy penalties. Tracker scripts beyond 5 reduce score.

🏗️

Architecture & Trust

86/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✗ Sitemap declared in robots.txt
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

94
internal links
8
external links
Good internal linking — helps crawlers discover content

🔒 Security & Trust

  • ✓ HSTS header (Strict-Transport-Security)
  • ✓ Content-Security-Policy header
  • ✓ HTTP status 200 OK (got 200)

♿ Accessibility Signals

  • ✓ HTML lang attribute → en
  • ✓ Meta viewport for mobile
  • ✓ Single H1 for screen readers
📐 How the Architecture Pillar score is calculated

Arch Pillar = Sitemap & Robots (30 pts) + Linking (25 pts) + Security (25 pts) + Accessibility (20 pts)

Having a valid sitemap, allowing AI bots, HSTS, and a good internal link count are the highest-impact items.

🏅 AI-Verified Trust Badge

Your site scores 59/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for drfirst.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/drfirst.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=drfirst.com" alt="AI-Verified by SEODiff" width="280" height="52"></a>

💡 Paste in your site footer, GitHub README, or email signature. Badge updates automatically as your score changes.

� Deep Crawl Analysis 78 pages · Deep-10

Homepage ACRI
59
Single-page score
+4
Consistent readability
Δ delta
Site-Wide ACRI
63
Avg across 78 pages · Range 0–77
Topical Cohesion
16%
Topical Drift
TF-IDF cosine similarity
Total Words
51654
Avg Bloat
44.7×
RAG Fractures [?]
9
⚠️
9 RAG-Chunking Fractures Detected

Poorly formatted tables or pricing grids on 9 pages will be split incorrectly during RAG chunking, causing AI models to hallucinate prices and features.

Page Type ACRI Token Bloat Words Status
https://drfirst.com/blog/into-the-healthiverse-how-collaboration-and-information-sharing-can-revolutionize-healthcare
Into the Healthiverse: How Collaboration and Information Sharing Can Revolutionize Healthcare
pricing 77 18.7× 1462 💰 Pricing
https://drfirst.com/blog/ehrs-partnering-core-systems-increase-innovation-profitability
Partnering on Core Systems Can Increase Innovation and Profitability
pricing 77 17.9× 1554 💰 Pricing
https://drfirst.com/blog/ehrs-enabling-interoperability-consolidating-healthcare-industry
Enabling Interoperability in a Consolidating Healthcare Industry
blog 77 18.0× 1601
https://drfirst.com/blog/5-things-to-know-about-the-onc-hti-1-proposed-rule
5 Things to Know About the ONC HTI-1 Proposed Rule
blog 72 32.2× 800
https://drfirst.com/blog/epcs-pdmp-cms-deadlines-compliance-checklist
EPCS, PDMP, and CMS Deadlines: Are You Ready?
blog 72 34.0× 736
https://drfirst.com/blog/are-pharmacists-a-remedy-for-medication-errors-at-transitions-of-care-a-new-study-says-yes
Are Pharmacists a Remedy for Medication Errors at Transitions of Care? A New Study Says Yes.
blog 72 34.6× 738
https://drfirst.com/blog/quality-outcomes-depend-on-interoperability
Quality Outcomes Depend on Interoperability
pricing 72 24.3× 1077 💰 Pricing
https://drfirst.com/blog/ai-for-medication-management-requires-clinical-safety-checks
Keeping a Human in the Loop—AI for Medication Management Requires Clinical Safety Checks
blog 72 22.4× 1225
https://drfirst.com/blog/resources/blog/top-5-hit-questions-every-patient-should-ask-their-doctor
Top 5 HIT Questions Every Patient Should Ask Their Doctor
pricing 72 38.6× 632 💰 Pricing
https://drfirst.com/blog/oklahoma-health-system-turns-to-data-to-manage-diabetes-care
Oklahoma Health System Turns to Data to Manage Diabetes Care
blog 72 47.6× 517
https://drfirst.com/blog/how-clinical-grade-ai-streamlines-healthcare-workflows
How Clinical-Grade AI Streamlines Healthcare Workflows
blog 72 41.1× 610
https://drfirst.com/blog/solving-the-adherence-equation-better-access-plus-personalized-engagement-keeps-patients-on-diabetes-medications
Solving the Adherence Equation: Better Access Plus Personalized Engagement Keeps Patients on Diabetes Medications
blog 72 34.7× 833
https://drfirst.com/blog/resources/blog/future-of-e-prescribing-workflows-redefined
Medication Management: From Alert Fatigue to Specialty Meds, the Future of E-Prescribing Workflows Redefined
blog 72 22.0× 1208
https://drfirst.com/blog/lt-gov-meeting-highlights-need-to-give-prescribers-easy-access-to-pdmp-data
Lt. Gov. Meeting Highlights Need to Give Prescribers Easy Access to PDMP Data
blog 72 31.2× 800
https://drfirst.com/blog/prescription-drug-price-transparency-and-its-visible-impact-on-medication-adherence
Prescription Drug Price Transparency and its Visible Impact on Medication Adherence
pricing 72 21.8× 1211 ⚠️ RAG Fracture
https://drfirst.com/blog/key-benefits-of-e-prescribing-controlled-substances
The benefits of e-prescribing controlled substances (EPCS)
pricing 72 31.4× 811 ⚠️ RAG Fracture
https://drfirst.com/blog/herding-cats-changing-physician-behavior
Herding Cats and Changing Physician Behavior
blog 72 35.8× 682
https://drfirst.com/blog/reducing-clinician-burnout
Reducing Epic Clinician Burnout One Base Hit at a Time
blog 72 31.0× 812
https://drfirst.com/blog/how-ai-is-improving-medication-management
Success Stories: How AI Is Improving Medication Management for 3 Healthcare Providers
blog 72 23.7× 1191
https://drfirst.com/blog/resources/blog/healthcare-ai-trends-for-2024
Separating the Hype From the Hope in Healthcare AI Trends for 2024
blog 72 31.1× 813
Showing 20 of 78 pages. Unlock full subpage table →
📂
Health by Sub-Directory
Average ACRI and top issues aggregated by URL path prefix
Path Pages Avg ACRI Ghost % Bloat Top Issue
/blog/ 67 69 0% 42.7× High JS Bloat
/content-hub/ 2 67 0% 36.7× High JS Bloat
/about/ 1 64 0% 58.8× High JS Bloat
/features/ 1 56 0% 39.6× High JS Bloat
/pricing/ 1 54 0% 77.1× High JS Bloat
/docs/ 1 0 0% 0.0× Low AI Readiness
/faq/ 1 0 0% 0.0× Low AI Readiness
/contact/ 1 44 0% 376.1× High JS Bloat
/products/ 1 0 0% 0.0× Low AI Readiness
/case-studies/ 1 0 0% 0.0× Low AI Readiness
/integrations/ 1 0 0% 0.0× Low AI Readiness
🔗
Outbound External Citations
0 unique external domains cited across 78 pages
na1.hs-data-privacy.com ×73
linkedin.com ×73
youtube.com ×72
help.drfirst.com ×72
instagram.com ×72
web3.drfirst.com ×72
backline-health.com ×72
x.com ×72
🔄 Re-Crawl & Update 📡 Track this Domain

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🔌 API Access

Pull this data programmatically. All sub-page metrics are available via our public API.

curl https://seodiff.io/api/v1/deep10/domain/drfirst.com

Get your free API key — 100 requests/month included.

🔗 Similar healthcare Sites

Domains with a similar tech stack, industry, and AI readiness profile to drfirst.com. Compare side-by-side.

Domain ACRI AI Score Tech Stack Token Bloat Schema
drfirst.com (this site) 59 76 Custom / Proprietary 8.3× 1
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📊 Semantic Share of Voice

How often would an AI cite drfirst.com when users ask about topics in this domain's niche? We run entity queries through our 188k-page search index and measure citation probability.

Analyzing citation landscape…

🩹

Remediation Patches

COPY-PASTE

Auto-generated code fixes tailored to drfirst.com. Copy and paste these into your codebase to improve AI visibility. These patches are mathematically proven to increase extraction accuracy →

Add WebSite + SearchAction JSON-LD
High Impact ⏱ 5 min
Enables the Sitelinks Search Box in Google and allows AI to understand your site structure.
html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "WebSite",
  "name": "Drfirst",
  "url": "https://drfirst.com",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://drfirst.com/search?q={search_term_string}",
    "query-input": "required name=search_term_string"
  }
}
</script>
Add FAQ Schema
Medium Impact ⏱ 10 min
FAQ schema lets AI models directly extract Q&A pairs. This is the easiest way to get featured in AI responses.
html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "FAQPage",
  "mainEntity": [
    {
      "@type": "Question",
      "name": "What is Drfirst?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Drfirst does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Drfirst work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Drfirst."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for drfirst.com:

Current Score
76
Projected Score
86
Improvement
+10 pts
Add WebSite schema +4 pts
Reduce token bloat +3 pts
Add FAQ schema +3 pts

*Estimates based on SEODiff's scoring model. Actual results depend on implementation quality.

📋 Data Export

Download scores and metadata for audits, client reports, or CI/CD pipelines. Exports contain computed metrics only (no copyrighted content).

All data is generated automatically and updated with each crawl. JSON exports contain scores and metadata only (no copyrighted content).

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🧭 Self-Diffing (Private Layer)

For owned domains, combine this world snapshot with private drift + regression history.
Template Drift
Track in My Site
Drift → Traffic Impact
In development coming soon
Regression Incidents
Track in My Site
Internal Linking
Deep Audit graph
Semantic Structure
GEO view in Deep Audit
Content Quality
Thin/duplicate tracking

🕒 History

Score over timeAvailable in My Site history
Drift eventsTemplate timeline + incidents
Drift → Revenue AttributionComing soon
Schema/rendering/extractability changesTracked per scan in project history
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