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vetrec.io
SUMMER 2023

vetrec.io

Weak AI visibility with 22 of 48 criteria passing. Biggest gap: internal linking structure.

Developer Tools & InfrastructureAI & ML Platforms
42/100
3 since v1
F
Citation Avg
Answer Readiness
~40% weight
5/10
Content Structure
~25% weight
5/10
Trust & Authority
~15% weight
4/10
Technical Foundation
~10% weight
4/10
AI Discovery
~10% weight
6/10

Verdict

Critical AEO gaps at 42/100 - vetrec.io is largely invisible to AI engines. Key strengths include llms.txt File, Schema.org Structured Data, and Canonical URL Strategy. Priority gaps: Internal Linking Structure, RSS/Atom Feed, and Table & List Extractability.

How to Improve

Current
42/100
Projected
75/100
35Total Fixes
5Quick Wins
~96hEst. Effort
Quick Wins
Fix HTML structure and meta tagsConfigure robots.txt for AI crawlersAdd ai.txt and content licensingAdd visible date signalsReduce extraction friction
Fix HTML structure and meta tags
high|low
Configure robots.txt for AI crawlers
high|trivial
Add internationalization signals
critical|medium
Improve server response efficiency
medium|low
Create complete sitemap.xml
low|low

Top Opportunities10

Publish original research, statistics, case studies, or proprietary data that AI engines can cite. Unique data points make your content a primary source rather than a derivative one.

Expand articles to 1000+ words with structured H2/H3 sections, comparison tables, and expert analysis. Thin content (under 300 words) is rarely cited by AI engines. Deep, well-structured articles demonstrate expertise.

Use HTML tables for comparison data and ordered/unordered lists for features, steps, and specifications. Structured data formats are directly extractable by AI engines for answers.

Add more proper nouns throughout content - named sources, organizations, tools, studies, and locations. Cited text averages 20.6% proper nouns; most sites fall well below 15%.

Write concise, standalone answer paragraphs (2-3 sentences) immediately after question headings. These "snippet-ready" paragraphs are ideal for AI engine citations.

Write self-contained definition sentences and single-claim statements that AI engines can quote directly. Avoid pronouns like "this" or "that" at the start of answer paragraphs.

Strengthen internal linking with descriptive anchor text between related pages. Add breadcrumb navigation and ensure every key page is reachable within 3 clicks from the homepage.

Add inline citations to external sources, "According to [Source]..." attribution phrases, and a Sources section at the end of key articles.

Place a concise 40-80 word answer block in the first 300 words of each page. Avoid throat-clearing openers like "In this article..." and lead with the answer.

Include "our analysis", "our data", "our testing" phrases backed by original research or proprietary data. 52.2% of AI-cited posts contain owned data signals.

Fix It With AI38

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Site Pages

vetrec.ioF26
VetRec | AI Veterinary Scribe — Automated SOAP Notes
vetrec.io/faqF26
VetRec | AI Veterinary Scribe — Automated SOAP Notes
vetrec.io/blogF26
VetRec | AI Veterinary Scribe — Automated SOAP Notes
vetrec.io/aboutF26
VetRec | AI Veterinary Scribe — Automated SOAP Notes
vetrec.io/pricingF26
VetRec | AI Veterinary Scribe — Automated SOAP Notes
vetrec.io/servicesF26
VetRec | AI Veterinary Scribe — Automated SOAP Notes
vetrec.io/contactF26
VetRec | AI Veterinary Scribe — Automated SOAP Notes
vetrec.io/teamF26
VetRec | AI Veterinary Scribe — Automated SOAP Notes
vetrec.io/resourcesF26
VetRec | AI Veterinary Scribe — Automated SOAP Notes
vetrec.io/docsF26
VetRec | AI Veterinary Scribe — Automated SOAP Notes
vetrec.io/case-studiesF26
VetRec | AI Veterinary Scribe — Automated SOAP Notes
vetrec.io/ukF26
VetRec | AI Veterinary Scribe — Automated SOAP Notes
Changes since v1Last audited 70 days ago
39
42
+3
View full comparison →
Add Original Data & Case StudiesIncrease Content DepthAdd Structured Tables & ListsIncrease Entity DensityAdd Direct Answer ParagraphsImprove Citation-Ready WritingImprove Internal Linking ArchitecturePackage Evidence for AIAdd Answer-First PlacementAdd Owned Data Signals

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