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signatur.bio
SUMMER 2022

signatur.bio

Moderate AI visibility with 27 of 48 criteria passing. Biggest gap: llms.txt file.

Healthcare & Patient AdvocacyHealthcare Technology
51/100
1 since v1
F
Citation Avg
Answer Readiness
~40% weight
6/10
Content Structure
~25% weight
4/10
Trust & Authority
~15% weight
5/10
Technical Foundation
~10% weight
5/10
AI Discovery
~10% weight
5/10

Verdict

Below-average AEO readiness at 51/100 - multiple areas need attention. Key strengths include robots.txt for AI Crawlers, Fact & Data Density, and Canonical URL Strategy. Priority gaps: llms.txt File, Q&A Content Format, and Comprehensive FAQ Section.

How to Improve

Current
51/100
Projected
80/100
39Total Fixes
12Quick Wins
~81hEst. Effort
Quick Wins
Create /llms.txt fileStrengthen entity authority (NAP)Link orphan pages into site navigationAdd direct answer paragraphsAdd ai.txt and content licensingEnhance author and expert schemaImprove query-answer alignmentMake content creators clearly visibleImprove citation-ready writing qualityPackage evidence for AI enginesClarify entity boundariesReduce render-blocking resources
Create /llms.txt file
critical|low
Add llms-full.txt with extended content
medium|low
Reduce render-blocking resources
high|low
Fix HTML structure and meta tags
low|low
Add internationalization signals
critical|medium
Reduce document weight
medium|low
Create complete sitemap.xml
low|low
Improve server response efficiency
medium|low

Top Opportunities10

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.

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.

Add question-based headings (H2/H3) throughout your content. Use "What is...", "How does...", "Why should..." patterns that match how users query AI assistants.

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.

Create a dedicated FAQ page with FAQPage schema markup. Cover common questions about your products, services, and industry to become a direct answer source for AI engines.

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

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.

Write 20-25 word self-contained answer sentences immediately after each H2 heading. 72.4% of AI-cited posts use this pattern - it gives engines a ready-made snippet to quote.

Ensure every question-format heading (H2/H3) is followed by a direct answer paragraph. This pattern is ideal for AI engine snippet extraction.

Add Organization schema with consistent name, address, phone (NAP). Include sameAs links to social profiles and authoritative directories to strengthen entity recognition.

Fix It With AI41

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Site Pages

www.signatur.bio/qa/opsF31
QA/OPs — SIGNATUR BIO
www.signatur.bio/cooF31
COO — SIGNATUR BIO
www.signatur.bio/senior-technical-assistantF32
Senior Technical Assistant — SIGNATUR BIO
www.signatur.bio/updates/Blog%20Post%20Title%20One-lnxl2F39
Signatur Biosciences Raises $7M to Make Breast Cancer Prognostic Testing Accessible Everywhere — SIGNATUR BIO
www.signatur.bio/updatesF35
Blog 1 — SIGNATUR BIO
www.signatur.bio/ra/qaF32
RA/QA | SigBio — SIGNATUR BIO
Changes since v1Last audited 70 days ago
50
51
+1
View full comparison →
Increase Content DepthAdd Original Data & Case StudiesRestructure Content as Q&AAdd Structured Tables & ListsBuild Comprehensive FAQ SectionAdd Direct Answer ParagraphsAdd Owned Data SignalsAdd Answer Capsule PatternsImprove Question-Answer AlignmentStrengthen Entity Authority (NAP)

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