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flowglad.com
WINTER 2020

flowglad.com

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

52/100
10 since v1
F
Citation Avg
Coherence gate active - score capped at 60
Answer Readiness
~40% weight
6/10
Content Structure
~25% weight
7/10
Trust & Authority
~15% weight
3/10
Technical Foundation
~10% weight
5/10
AI Discovery
~10% weight
3/10

Verdict

Below-average AEO readiness at 52/100 - multiple areas need attention. Key strengths include Q&A Content Format, Clean, Crawlable HTML, and Table & List Extractability. Priority gaps: llms.txt File, Schema.org Structured Data, and Sitemap Completeness. Topic coherence is moderate at 5/10, capping the score at 60. Tighter topical focus would lift this ceiling.

#4017of 13363
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How to Improve

Current
52/100
Projected
81/100
41Total Fixes
14Quick Wins
~79hEst. Effort
Quick Wins
Create /llms.txt fileConfigure robots.txt for AI crawlersLink orphan pages into site navigationAdd direct answer paragraphsAdd ai.txt and content licensingFix canonical URL strategyAdd visible date signalsFocus blog content on core expertiseAdd first-hand experience signalsExplain how content was tested or reviewedImprove citation-ready writing qualityAdd image context for AI enginesFix duplicate content blocksEliminate cross-page duplicate content
Create /llms.txt file
critical|low
Add llms-full.txt with extended content
medium|low
Create complete sitemap.xml
critical|medium
Configure robots.txt for AI crawlers
critical|low
Fix canonical URL strategy
critical|low
Add internationalization signals
critical|medium
Reduce document weight
medium|low
Improve server response efficiency
medium|low
Reduce render-blocking resources
low|low

Top Opportunities10

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.

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

Sections within pages contain identical or near-identical text. LLMs may flag this as low-quality or thin content, reducing citation authority. Rewrite duplicate blocks with unique angles.

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

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.

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.

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.

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 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.

Fix It With AI43

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Site Pages

www.flowglad.com/termsF35
Terms of Service — Flowglad
www.flowglad.comD43
Flowglad | Working memory for client accounting files
www.flowglad.com/privacy-policyF36
Privacy Policy — Flowglad
www.flowglad.com/docs/buy-nodeF29
BuyNode DSL — Flowglad
www.flowglad.com/manifest.webmanifestF25
Changes since v1Last audited 62 days ago
42
52
+10
View full comparison →
Focus Content on Core TopicsAdd Original Data & Case StudiesStrengthen Entity Authority (NAP)Fix Duplicate Content BlocksAdd Direct Answer ParagraphsImprove Internal Linking ArchitectureBuild Comprehensive FAQ SectionAdd Content Freshness SignalsIncrease Entity DensityAdd Answer Capsule Patterns

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