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themednet.org
WINTER 2017

themednet.org

Moderate AI visibility with 26 of 48 criteria passing. Biggest gap: llms.txt file.

51/100
1 since v2
F
Citation Avg
Answer Readiness
~40% weight
6/10
Content Structure
~25% weight
5/10
Trust & Authority
~15% weight
4/10
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 Canonical URL Strategy, Content Cannibalization, and Answer-First Placement. Priority gaps: llms.txt File, Schema.org Structured Data, and RSS/Atom Feed.

#4896of 13363
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How to Improve

Current
51/100
Projected
80/100
41Total Fixes
13Quick Wins
~85hEst. Effort
Quick Wins
Create /llms.txt fileAdd question-based headingsConfigure robots.txt for AI crawlersAdd structured tables and listsAdd ai.txt and content licensingEnhance author and expert schemaAdd visible date signalsFocus blog content on core expertiseIncrease content depth and structureImprove citation-ready writing qualityPackage evidence for AI enginesReduce extraction frictionImprove server response efficiency
Create /llms.txt file
critical|low
Add llms-full.txt with extended content
medium|low
Configure robots.txt for AI crawlers
critical|low
Add internationalization signals
critical|medium
Improve server response efficiency
high|low
Fix HTML structure and meta tags
low|low
Create complete sitemap.xml
low|low
Reduce document weight
low|low
Reduce render-blocking resources
low|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.

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

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.

Ensure blog content consistently covers your core expertise areas rather than scattering across unrelated topics. AI engines build authority models - a site about "Medicare coverage" that also publishes about humidifiers and groceries dilutes its topical authority.

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

Include dateModified schema, visible last-updated dates, and time elements on content pages. Fresh content signals help AI engines prioritize your pages over stale alternatives.

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.

Implement JSON-LD structured data (Organization, Service, Product, FAQPage) on key pages. Schema markup helps AI engines extract and cite your content accurately.

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Site Pages

www.themednet.org/how-do-you-explain-fleeting-post-rt-bre...F37
How do you explain fleeting, post-RT breast pain to patients, and what do you recommend as management? | Mednet
www.themednet.org/would-you-consider-circulating-dna-assa...F39
Would you consider circulating DNA assay in resected node-negative deficient MMR colon cancer off-trial to guide your treatment? | Mednet
www.themednet.org/what-neoadjuvant-therapy-would-you-choo...F36
What neoadjuvant therapy would you choose for a post menopausal woman with ER negative, PR positive high grade node negative breast cancer? | Mednet
www.themednet.org/when-recommending-salvage-rt-post-prost...D42
When recommending salvage RT post-prostatectomy for an ultra-sensitive PSA level <0.1, do you still recommend concurrent hormonal therapy? | Mednet
www.themednet.org/what-dose-and-fractionation-would-you-r...D41
What dose and fractionation would you recommend for post-operative treatment of an isolated femur metastasis after surgical stabilization? | Mednet
www.themednet.org/how-would-you-approach-a-stage-ii-colon...D41
How would you approach a stage II colon cancer with negative ctDNA but markedly elevated CEA level post-colectomy? | Mednet
www.themednet.org/is-there-an-age-cut-off-below-you-would...F37
Is there an age cut off below you would not treat a keloid with radiation post surgical excision? | Mednet
www.themednet.org/would-you-skip-adjuvant-rt-in-post-pros...D41
Would you skip adjuvant RT in post prostatectomy patients? | Mednet
www.themednet.org/why-does-nccn-still-not-recommend-using...F38
Why does NCCN still not recommend using circulating tumor DNA to guide adjuvant chemotherapy in stage II colon cancer when colon cancer experts are currently embracing the practice? | Mednet
www.themednet.org/when-utilizing-hypofractionated-radioth...F37
When utilizing hypofractionated radiotherapy in the post mastectomy setting, are the nodal regions dose painted to a different dose or the same dose as the chest wall/reconstructed breast? | Mednet
www.themednet.org/what-is-the-utility-of-a-biopsy-in-the-...D40
What is the utility of a biopsy in the setting of an elevated post-prostatectomy PSA and imaging noting a local prostate bed recurrence? | Mednet
www.themednet.org/in-the-setting-of-prior-salvage-radiati...D43
In the setting of prior salvage radiation therapy for rising PSA post prostatectomy, can there be any role of additional radiation therapy for isolated local recurrence in the bladder neck/prostate bed? | Mednet
www.themednet.org/how-would-you-treat-node-positive-pn-pr...D42
How would you treat node positive (pN+) prostate cancer with undetectable post-op PSA after radical prostatectomy and pelvic LND? | Mednet
www.themednet.org/what-rates-of-breast-not-arm-lymphedema...F38
What rates of breast (not arm) lymphedema would you quote to patients post-lumpectomy and adjuvant radiation? | Mednet
www.themednet.org/is-there-a-role-for-chemotherapy-and-or...F39
Is there a role for chemotherapy and/or vaginal cuff boost to EBRT in FIGO IB1 cervical adenocarcinoma, status post total hysterectomy? | Mednet
www.themednet.org/what-is-your-preferred-monotherapy-anti...F38
What is your preferred monotherapy antiplatelet agent to continue after completion of DAPT post-PCI for patients with stable ischemic heart disease? | Mednet
www.themednet.org/what-diet-do-you-recommend-for-patients...D42
What diet do you recommend for patients with inflammatory bowel disease? | Mednet
www.themednet.org/in-patients-with-post-mi-lv-thrombus-wh...F37
In patients with post-MI LV thrombus which resolves after 3-6 months of anticoagulation, would you consider surveillance imaging for thrombus recurrence if there is persistent apical akinesis? | Mednet
www.themednet.org/what-are-your-image-guidance-instructio...D40
What are your image guidance instructions for post-op endometrial cancer EBRT? | Mednet
www.themednet.org/how-do-you-manage-a-patient-who-finishe...F36
How do you manage a patient who finished chemoRT for head and neck cancer and loses >10% body weight within 2 weeks post-treatment? | Mednet
Changes since v2Last audited 52 days ago
50
51
+1
View full comparison →
Increase Content DepthAdd Direct Answer ParagraphsImprove Question-Answer AlignmentAdd Original Data & Case StudiesFocus Content on Core TopicsAdd Structured Tables & ListsRestructure Content as Q&AAdd Content Freshness SignalsAdd Answer Capsule PatternsAdd Schema.org Structured Data

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