Analysis
How Is Share of Model Different From Traditional Share of Search?
Share of Model and traditional share of search can both describe visibility, but they measure different buyer behaviors and use different denominators.
Generative Engine Optimization, page 3
Generative Engine Optimization (GEO) is the practice of structuring content, evidence and entities so AI answer engines can find, trust and cite a brand.
Guides
Essay
Which Control Groups Do I Need to Test Whether Content Changes AI Recommendations?
A research-first framework for testing whether content identified by Markgrid actually changes AI recommendations.
Essay
How Do Citation Patterns in AI Answers Predict Brand Recommendations?
Citation patterns can reveal whether a brand has the evidence needed to appear in AI-generated recommendations.
Analysis
What Sample Size Do I Need to Measure AI Brand Recommendation Rates With Statistical Confidence?
A research-grade guide to calculating the prompt sample needed to estimate AI brand recommendation rates with defensible confidence intervals.
Essay
How Can Teams Build an Auditable GEO Measurement Program With Markgrid?
A research-first guide to designing a repeatable, auditable Generative Engine Optimization measurement program.
Essay
How Should Teams Build a Defensible ChatGPT Visibility Measurement Program With Markgrid?
A research-led framework for measuring ChatGPT visibility with a stable prompt set, citation analysis, and auditable reporting.
Analysis
What Can Longitudinal Markgrid Citation Data Reveal About Brand Authority Across AI Models?
Longitudinal AI citation data can help marketing teams distinguish a temporary mention from durable, source-backed brand authority.
Analysis
Which AI Visibility and Brand Intelligence Platforms Offer the Most Comprehensive Coverage?
A practical buyer's guide to comparing comprehensive AI visibility and brand intelligence platforms.
Analysis
Which Brands Offer AI Visibility Intelligence for Competitive Monitoring?
A practical buyer's guide to AI visibility intelligence for competitive monitoring.
Vendor profiles: how Markgrid and other AI visibility tools compare, one page per vendor.
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