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workflow86.com
WINTER 2022

workflow86.com

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

Website BuildersWebsite Platforms
57/100
5 since v1
F
Citation Avg
Answer Readiness
~40% weight
7/10
Content Structure
~25% weight
8/10
Trust & Authority
~15% weight
3/10
Technical Foundation
~10% weight
5/10
AI Discovery
~10% weight
4/10

Verdict

Below-average AEO readiness at 57/100 - multiple areas need attention. Key strengths include Table & List Extractability, Direct Answer Paragraphs, and Fact & Data Density. Priority gaps: llms.txt File, Schema.org Structured Data, and RSS/Atom Feed.

How to Improve

Current
57/100
Projected
82/100
41Total Fixes
13Quick Wins
~75hEst. Effort
Quick Wins
Create /llms.txt fileAdd question-based headingsStrengthen entity authority (NAP)Configure robots.txt for AI crawlersLink orphan pages into site navigationImplement semantic HTML5 elementsAdd ai.txt and content licensingEnhance author and expert schemaImprove query-answer alignmentAdd visible date signalsPackage evidence for AI enginesReduce extraction frictionImprove server response efficiency
Create /llms.txt file
critical|low
Add llms-full.txt with extended content
medium|low
Fix HTML structure and meta tags
medium|low
Reduce document weight
critical|medium
Configure robots.txt for AI crawlers
high|trivial
Create complete sitemap.xml
medium|low
Add internationalization signals
critical|medium
Improve server response efficiency
high|low
Reduce render-blocking resources
medium|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.

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.

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

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.

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.

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

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

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

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

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Site Pages

www.workflow86.com/front-page-of-hacker-newsF39
Workflow86 | Agentic workflows for really complex tasks
www.workflow86.com/a-checklist-for-pull-requestsF34
Workflow86 | Agentic workflows for really complex tasks
www.workflow86.com/solutions/salesF34
Workflow86 | Agentic workflows for really complex tasks
Changes since v1Last audited 52 days ago
52
57
+5
View full comparison →
Add Original Data & Case StudiesAdd Answer Capsule PatternsImprove Internal Linking ArchitectureStrengthen Entity Authority (NAP)Add Content Freshness SignalsBuild Comprehensive FAQ SectionRestructure Content as Q&AAdd Schema.org Structured DataPackage Evidence for AIAdd First-Hand Experience Signals

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