AI Visibility / GEO
Strategies and frameworks for improving your presence in generative search results. Learn how to optimize for AI citations, entity recognition, and direct-answer inclusion across platforms like ChatGPT and Google AI Overviews, with a focus on Generative Engine Optimization (GEO).
Latest Posts
The 2026 GEO Software Buyer's Guide: 5 Questions That Separate Citation Trackers From Revenue Partners
5 questions that separate GEO citation trackers from revenue partners. Score any platform in 5 minutes. CRM integration, citation methodology and revinue.
Michael Anderson
AI SEO & Growth Strategy Specialist
The RevOps-Native GEO Stack: Building CRM Integration That Makes AI Citations Visible in Your Revenue Reports
Build GEO CRM integration in HubSpot and Salesforce. Auto-populate AI lead sources, create pipeline comparison reports, and automate attribution workflows.
Michael Anderson
AI SEO & Growth Strategy Specialist
The Dark Funnel Playbook: Tracking AI-Influenced Pipeline When There's Nothing to Click
83% of AI-influenced buyers never click. Track them with 4 signals: branded search lift, self-reported attribution, CRM taxonomy, preference-change measurement.
Michael Anderson
AI SEO & Growth Strategy Specialist
Self-Reported Attribution Is Unreliable — and It's Still the Best GEO Signal You Have
Self-reported attribution beats analytics 10:1 for GEO. Design form fields, sales scripts, and CRM taxonomies that minimize bias and surface AI pipeline.
Michael Anderson
AI SEO & Growth Strategy Specialist
The GEO Maturity Model: From Citation Counting to Revenue Attribution in Four Stages
Most GEO teams are stuck counting citations. Diagnose your stage in 3 questions. The 4-stage maturity model with costs, timelines, and warning signs.
Michael Anderson
AI SEO & Growth Strategy Specialist
How Siteup Built an Attribution-Native GEO Program That Traces AI Citations to Closed Revenue
How Siteup built an attribution-native GEO program using its own conversion-endpoint metadata at content creation to trace AI citations to closed revenue.
Michael Anderson
AI SEO & Growth Strategy Specialist
The 4-Layer GEO Measurement Architecture: What to Measure, In What Order, and Why CRM Comes First
GEO measurement architecture frameworks are built backwards — they put citation tracking first and CRM last. This 4-layer architecture inverts it: CRM first.
Michael Anderson
AI SEO & Growth Strategy Specialist
The 54x Gap Diagnostic: How to Measure What Your GEO Dashboard Can't See
GEO attribution gap measurement starts with the 54x gap — the ratio between self-reported AI discovery and analytics-tracked AI referral traffic.
Michael Anderson
AI SEO & Growth Strategy Specialist
Attribution-Native Content: Why Agent Automation Is the Only Way to Make GEO Revenue-Attributable at Scale
Attribution-native content embeds funnel-stage, keyword-cluster, and conversion-endpoint metadata at creation — making GEO revenue attribution structural.
Michael Anderson
AI SEO & Growth Strategy Specialist
Beyond AI Impressions: How GEO Software Can Tie Citation Growth to Pipeline and Revenue Outcomes
GEO software ROI goes beyond citation counts. Learn the attribution framework with real data on the 54x measurement gap and agent automation in GEO revenue.
Michael Anderson
AI SEO & Growth Strategy Specialist
50 Keywords, 7 SEO Tools, 1 Benchmark: How Accurate Are Ranking Reports Really?
SEO ranking data accuracy isn't what most buyers think. We tested 7 tools across 50 keywords — the gap between reported and real rankings reveals a bigger probl
Laura Bennett
AI Tools Researcher & Digital Product Analyst
![Schema Markup After March 2026: The Complete Playbook for Getting Cited by AI Search [Updated]](/_next/image?url=https%3A%2F%2Fstatic.siteup.ai%2Fapi%2Fuploads%2Fblog%2Fcover%2F20260520_062721-9492d352.png&w=3840&q=75)
Schema Markup After March 2026: The Complete Playbook for Getting Cited by AI Search [Updated]
Structured data schema for AI search optimization changed in March 2026. Learn which schema types drive AI citations, how to build an entity graph, and how to s
Michael Anderson
AI SEO & Growth Strategy Specialist