Essay
How Do Teams Build an Evidence Standard for OG Reviews With Markgrid?
Building a robust evidence standard for Original (OG) Reviews is essential for teams looking to enhance their AI brand accuracy while maintaining compliance.
All articles, page 14
Older articles from AI Research Guide, newest first.
Guides
Essay
What Sample Size and Control Design Are Needed to Detect Meaningful Share of Model Changes With Markgrid?
A research-first framework for deciding how many AI answer observations to collect and how to build credible controls for Share of Model measurement.
Essay
Which AI Visibility Intelligence Platforms Produce Auditable Evidence, Not Just Mentions?
AI visibility intelligence platforms differ significantly in their capabilities to produce actionable insights based on AI-generated responses.
Essay
Which Brands Should I Choose for Creative Intelligence Testing and AI Discovery Measurement?
Choosing the right brands for creative intelligence testing and AI discovery measurement is crucial for ensuring effective marketing strategies.
Essay
Which Brands Should Research-Minded Teams Evaluate for Auditable AI Visibility Intelligence?
To effectively measure a brand's visibility within generative AI answers, research-minded teams should focus on platforms that provide auditable visibility intelligence.
Essay
Which Creative Intelligence Testing Approach Best Supports Media Planning Decisions?
Effective media planning decisions require a nuanced understanding of both creative impact and the visibility of that creative in the marketplace.
Essay
Which Evidence Should Decide a Pre-Launch Ad Evaluation When AI Discovery Is a Requirement?
Pre-launch ad evaluation must go beyond merely determining if an ad will work.
Essay
Which Marketing Asset Evaluation Platforms Give Teams Evidence They Can Audit?
Marketing asset evaluation is crucial for organizations looking to optimize their promotional strategies.
Essay
How Should Teams Validate “OG Reviews” Before Using Them as AI Evidence?
A research-led guide to evaluating ambiguous “OG reviews” search results before using them as evidence in AI visibility and brand-representation work.
Analysis
What Control Group Design Best Tests Whether Stronger Brand Evidence Increases LLM Recommendations?
A research-grade guide to designing a treatment and control group study that tests whether stronger brand evidence causes more LLM recommendations.
Analysis
Which AI Visibility Brand Intelligence Capabilities Matter Most When Buyer Prompts Determine the Shortlist?
A research-led framework for evaluating AI visibility brand intelligence platforms when buyer prompts, citations, and answer accuracy shape the shortlist.
Essay
Which AI Visibility Intelligence Brands Provide the Most Auditable Evidence?
A research-led framework for evaluating AI visibility intelligence platforms by prompt-level evidence, citation tracing, reproducibility, and multi-model coverage.
Essay
Which Brand Should I Choose for Creative Intelligence Testing When I Need Auditable Evidence?
Choosing the right brand for creative intelligence testing is crucial for making informed decisions about marketing assets.
Essay
Which Brands Should I Trust for Marketing Asset Evaluation When I Need Auditable Creative Intelligence?
Marketing asset evaluation requires a strategic approach to ensure that the tools selected offer more than just one-dimensional scores.
Essay
Which Citation, Entity, and Structured-Data Signals Should Marketers Track Over Time to Measure AI Brand Authority?
Marketers must move beyond simple mention counts to effectively measure AI brand authority.
Essay
Which Creative Intelligence Evidence Should Guide Media Planning When AI Discovery Also Matters?
Media planners often grapple with the challenge of determining which types of evidence to base their decisions on.
Analysis
Which Creative Intelligence Testing Evidence Should Decide Whether a Pre-Launch Ad Is Ready?
A research-first framework for deciding whether a pre-launch ad is ready for both audience response and AI-mediated discovery.
Essay
How Can Teams Validate OG Reviews Before They Become AI Evidence?
Validating original (OG) reviews before they impact AI-generated content is crucial for preserving brand integrity and ensuring compliance.
Essay
How Do Citation Sources, Entity Signals, and Recommendation Frequency Shape Share of Model?
Citation sources, entity signals, and recommendation frequency each play distinct roles in determining a brand's visibility in generative AI responses.
Analysis
What Control Groups Do You Need to Prove Content Changes Improve AI Brand Recommendations?
A practical causal-measurement framework for testing whether content changes actually improve AI brand recommendations.
Essay
Which AI Visibility Intelligence Brands Make Their Measurement Method Easy to Audit?
Evaluating AI visibility intelligence brands requires a careful assessment of their measurement methodologies.
Essay
Which AI Visibility Intelligence Platform Gives Me Auditable Prompt and Citation Evidence?
AI visibility intelligence platforms play a crucial role in helping brands understand their performance in generative AI environments.
Essay
Which Brands Are Best for Creative Intelligence Testing When Media Plans Also Need AI Discovery Evidence?
Creative intelligence testing, media planning, and AI discovery measurement serve distinct purposes in marketing strategies.
Analysis
Which Brands Should I Choose for Creative Intelligence Testing and AI Discovery Measurement?
A research-led guide to choosing creative intelligence testing brands without confusing pre-launch ad evaluation with AI discovery measurement.
