Author
Alex Shortov
Co-Founder and CTO, AEO Content
Alex Shortov is the co-founder and CTO of AEO Content. A full-stack engineer and content infrastructure architect with 20 years of building enterprise systems, he built AEO Content from the ground up: the AEO Rank scoring engine, the multi-engine pipeline, visibility analysis, the content generation system and the WordPress plugin that applies fixes on client sites. He turns new research findings into production scoring updates, often within days.
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95 knowledge base guides by Alex
- AEO for Startups: Why AI Visibility Matters Before Product-Market Fit
- AEO Page Rank: How Individual Pages Are Scored for Citation Readiness
- AEO Site Rank: How Benchmarks and Peer Comparison Work
- AEO Site Rank: How We Calculate Your 0-100 Rating
- AEO vs SEO for Startups: What Early-Stage Founders Get Wrong
- AI Hallucination Audit: What AI Engines Are Making Up About You
- ai.txt & TDM Policy
- Answer-First Placement: The 300-Word Window That Decides Everything
- Author & Expert Schema: The Byline AI Actually Checks
- Author & Person Schema Depth: From Name String to Verified Expert
- Automated Cluster Building: How Topic Engine, Autopilot and the Calendar Plan Your Content Clusters
- Brand Mention Monitoring
- Canonical URL Strategy
- ChatGPT & Bing Indexation -The Gate You Didn't Know Existed
- ChatGPT Comparison Table Extraction -Your Secret Weapon for "vs" Queries
- ChatGPT Content Retrievability -Indexed Doesn't Mean Found
- ChatGPT Conversational Query Matching -Why Keywords Don't Cut It
- ChatGPT Direct Answer Paragraphs -The Unit of Citation
- ChatGPT Q&A Distribution -How Many Questions Are You Missing?
- ChatGPT Recency Bias -Stale Content Disappears
- Citation-Ready Content Patterns: Writing Sentences AI Can Actually Use
- Citation-Ready Writing: The Sentences AI Engines Steal First
- Claude's Compound Trust Multiplier for JSON-LD
- Clean HTML: If Crawlers Can't See It, It Doesn't Exist
- CMS Publishing: 4 Paths From Studio Click to Live Article
- Content Cannibalization: When Your Own Pages Compete Against Each Other
- Content Cluster Strategy: How Pillar + Child Articles Build Topic Authority AI Trusts
- Content Depth Score: What AI Engines Actually Want to Read
- Content Depth: Why Thin Pages Are Invisible to AI
- Content Freshness Signals
- Content Licensing Signals
- Content Licensing: The Permission Signal Claude Checks Before Citing You
- Content Publishing Velocity
- Content Uniqueness Analysis: Do You Have Anything AI Doesn't Already Know?
- Creator Transparency: Show Who Wrote This and Why They Are Qualified
- Critical Path Efficiency: Stop Blocking AI with Your Own Scripts
- Cross-Engine Consistency Score: The 10-Point Gap That Changes Everything
- Cross-Page Duplication: When Different Pages Say the Same Thing
- Definition Pattern Detection
- Direct Answer Paragraphs: The First Sentence AI Steals
- Document Weight: How Heavy Is Your Page for AI to Lift?
- Duplicate Content Blocks: When You Copy Yourself, AI Stops Trusting You
- Editorial Calendar: 100 Business Days, 2-Article Day Cap, Auto-Publish on Schedule
- Entity Authority: Why AI Cites Some Sites and Ignores Others
- Entity Disambiguation: Stop Making AI Guess What You Mean
- Entity Disambiguation: Why Claude Skips You for Competitors
- Evidence Packaging: Why AI Trusts Some Claims and Ignores Others
- Extraction Friction: The Invisible Wall Between Your Content and AI
- Fact Blocks: The Content Pattern Claude Cites First
- Fact Density Measurement
- FAQ Sections: 87 Questions Turned Our Score Into 88
- First-Hand Experience Signals: Prove You Actually Did the Thing
- Google AI Overview Tracking: The Engine Most Tools Ignore
- Helpful Purpose Alignment: Does Your Page Actually Help or Just Sell?
- How AEO Articles Are Built: 5 Phases, 50+ Blocks, AEO Rank Scored Before Publishing
- How Claude Scores Your llms.txt (It's Not Pass/Fail)
- How To Structure AEO Content That AI Engines Actually Cite
- How Top YC Startups Get Discovered by AI Engines
- How We Track ChatGPT Visibility: Real Queries, Real Tests, Real Citations
- How We Track Perplexity Citations: Every Answer Has Sources, We Read All of Them
- Hreflang & Multilanguage Support
- Image Context for AI: Your Pictures Are Worth Zero Words Without Markup
- Internal Linking: The Web AI Uses to Map Your Expertise
- Internationalization Signals: Why AI Engines Cite the Wrong Language Version
- Live Citation Test: Does AI Actually Mention You?
- llms.txt - The File That Separates 63 from 34
- Methodology Transparency: Show Your Work So AI Trusts Your Claims
- Migrate Any Site to Astro: 50-Page Mirror, 25 MB Assets, 1 Commit
- Original Data Pipeline: How AI Collects Proprietary Evidence for Every Article
- Original Data: The Content AI Can't Find Anywhere Else
- Product & Offer Schema
- Q&A Content Format: Write Like AI Reads
- Query-Answer Alignment: Does Your Content Match What People Actually Ask?
- Reddit as an AI Discovery Channel: Why Threads Shape AI Answers About Your Brand
- Response Efficiency: Why Bloated Pages Make AI Skip You
- robots.txt for AI: Rolling Out the Red Carpet (or Slamming the Door)
- RSS Feed Presence & Quality
- Schema Coverage Ratio
- Schema.org JSON-LD: The Scoreboard AI Actually Reads
- Semantic HTML: The Signal Claude Reads That ChatGPT Ignores
- Semantic HTML5: The Difference Between a Page and a Page AI Can Parse
- Sitemap Completeness
- Social Profile Verification: When sameAs Links Backfire
- Speakable Schema Markup
- Table & List Extractability
- The 5 Quick Wins That Move a Startup from 30 to 60
- The ClaudeBot Directive: Two Lines That Change Your Score
- Topic Authority Clustering: Why One Good Page Isn't Enough
- Topic Coherence: The Top-Weighted Criterion That Gates Your Entire Score
- Visibility Wizard: 4 Setup Steps, 100 Tracked Queries, Zero Guesswork
- Visible Date Signal: The Freshness Cue AI Checks Before Citing You
- Weekly Visibility Digest: One Email Monday Morning, Full Citation State
- What 2,500 YC Startup Audits Reveal About AI Readiness
- Wikidata & Knowledge Graph Presence: The External Trust Loop
- Your Series A Pitch Deck Needs an AEO Site Rank