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digistain.co.uk
SUMMER 2021

digistain.co.uk

Moderate AI visibility with 28 of 48 criteria passing. Biggest gap: llms.txt file.

Healthcare & Patient AdvocacyHealthcare Technology
58/100
D
Citation Avg
Answer Readiness
~40% weight
7/10
Content Structure
~25% weight
5/10
Trust & Authority
~15% weight
6/10
Technical Foundation
~10% weight
5/10
AI Discovery
~10% weight
5/10

Verdict

Below-average AEO readiness at 58/100 - multiple areas need attention. Key strengths include Internal Linking Structure, Sitemap Completeness, and Fact & Data Density. Priority gaps: llms.txt File, RSS/Atom Feed, and Content Licensing & AI Permissions.

How to Improve

Current
58/100
Projected
86/100
36Total Fixes
13Quick Wins
~70hEst. Effort
Quick Wins
Create /llms.txt fileConfigure robots.txt for AI crawlersAdd definition-style contentAdd direct answer paragraphsAdd ai.txt and content licensingAdd visible date signalsImprove citation-ready writing qualityAdd answer-first content placementClarify entity boundariesReduce extraction frictionEliminate cross-page duplicate contentImprove server response efficiencyReduce render-blocking resources
Create /llms.txt file
critical|low
Add llms-full.txt with extended content
medium|low
Configure robots.txt for AI crawlers
critical|low
Reduce render-blocking resources
high|low
Improve server response efficiency
high|low
Reduce document weight
medium|low
Fix HTML structure and meta tags
low|low
Add internationalization signals
low|low

Top Opportunities10

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

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

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.

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.

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

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.

Show direct use, testing, implementation, or lived experience with concrete observations, examples, screenshots, and lessons learned.

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.

Fix It With AI38

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Site Pages

digistain.co.uk/digistain-blogD44
Digistain® insights and news - Digistain - Transformational breast cancer biomarker analytics
digistain.co.uk/digistain-blogD44
Digistain® insights and news - Digistain - Transformational breast cancer biomarker analytics
digistain.co.uk/for-patientsD43
Risk profiling test for hormone receptor-positive breast cancer
digistain.co.uk/testimonialsD40
What the experts say - Digistain - Transformational breast cancer biomarker analytics
digistain.co.uk/features-and-advantagesF33
Features & Advantages - Digistain - Transformational breast cancer biomarker analytics
digistain.co.uk/digistain-is-invited-to-tme-meeting-in-vegasD45
Digistain is invited to TME meeting in Vegas - Digistain - Transformational breast cancer biomarker analytics
digistain.co.uk/digistain-at-the-oncoinnovate-forum-durin...D41
Digistain at the Onco:Innovate forum during ViennaUp2025 - Digistain - Transformational breast cancer biomarker analytics
digistain.co.uk/digistain-at-the-american-society-of-brea...D44
American Society of Breast Surgeons Annual Symposium 2023
digistain.co.uk/digistains-ceo-dr-hemmel-amrania-live-on-...D45
DigiStain's CEO Dr Hemmel Amrania LIVE on Sky NEWS UK -
digistain.co.uk/clinical-presentationsD42
Clinical Presentations - Digistain - Transformational breast cancer biomarker analytics
digistain.co.uk/case-studiesD41
Case Studies - Digistain - Transformational breast cancer biomarker analytics
digistain.co.uk/videosD42
Videos - Digistain - Transformational breast cancer biomarker analytics
digistain.co.uk/contact-digistainD43
Contact Digistain - Digistain - Transformational breast cancer biomarker analytics
digistain.co.uk/tr/transformational-breast-cancer-biomark...F32
Transformational breast cancer biomarker analytics

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