Research and ideas for AI search.
Articles on brand visibility, AI answers, agent readiness and the work behind better search performance.
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ChatGPT ads don't change the answer. That's the whole problem.
We've tracked ChatGPT ads since launch. 39% of the ads we captured were off-topic, and in food & beverage 0% were relevant. Here's why we don't recommend them yet.
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How to Combine Keyword and Prompt Research for Smarter Content Prioritization
Learn how to combine keyword research with prompt research to prioritize content that wins in both search and AI assistants, maximizing visibility and ROI.
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How AI Overviews Contradict Paid Ads: A Guide for Search Marketers
AI Overviews can contradict paid ads, harming PPC performance. Learn how to adapt your search strategy for AI-driven SERPs.
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How to Leverage Paid Search Data for AI Search Visibility
Learn how to leverage paid search data for AI search visibility. Discover a 5-step framework using search terms, ad copy, and product feeds to win AI citations.
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Gemini Replacing Google Assistant: What It Means for AI Search Visibility
Google's Gemini replaces Assistant on September 4, 2026. Learn how this AI transition impacts search visibility and what brands must do to stay visible in AI-driven discovery.
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Topical Authority in AI Search: Why Depth Beats Breadth for Brand Visibility
In AI search, topical authority is built through depth, not breadth. Brands that consistently cover core topics earn more AI recommendations and mentions. Learn strategies to improve your AI visibility.
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Why Rankings Are Dead: Measuring Visibility in the Age of AI Search
Discover why traditional rankings fail in the AI search era and learn how to measure AI search visibility, brand mentions, and share of voice across ChatGPT, Perplexix, and more.
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The Link Economy in AI Search: Why Proper Citations Are Key to Visibility
In AI search, citations are the currency of visibility. Learn why proper citations matter, how AI engines choose sources, and practical steps to get cited.
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Why AI Briefs Beat Prompts for GEO Success
Discover why AI briefs outperform prompts for GEO success. Learn how business context, strategic intent, and human judgment drive better AI recommendations and visibility.
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How to Use ChatGPT Ads oCPC Campaigns: A Guide to Conversion Optimization
Learn how to set up and optimize ChatGPT Ads oCPC campaigns for better conversion rates. This guide covers best practices, new features, and integration with AI visibility strategies.
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ChatGPT Ads Optimization: A Data-Driven Guide to Maximizing AI Search Visibility
Learn how to optimize ChatGPT Ads for AI search visibility. Step-by-step guide covering targeting, bidding, and measurement to maximize your brand's presence.
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How to Prevent Scope Creep in AI Visibility Engagements
Learn how to prevent scope creep in AI visibility engagements. Define deliverables, separate strategy from execution, and build a change order process to protect margins.
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How to Scale SEO Content Updates with AI: A 14-Step Framework
Learn a 14-step framework for scaling SEO content updates with AI. Combine data-driven diagnostics, targeted rewriting, and automated enforcement of editorial judgment at portfolio scale.
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How to Test Content Ideas for AI Visibility Before You Publish
Learn how to test content ideas for AI visibility before publishing. Discover step-by-step methods, tools, and best practices to ensure your content gets cited by ChatGPT, Perplexity, and Gemini.
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How AI Visibility Tools Help Sales Teams Sell Realistic Outcomes
AI visibility tools help sales teams sell realistic outcomes by providing concrete data on brand presence across AI search engines, replacing vague promises with verifiable metrics and setting accurate expectations.
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How to Use Google Analytics' New Diagnostic to Fix Missing Aggregate Identifiers
Learn how to use Google Analytics' new diagnostic to fix missing aggregate identifiers like GBRAID and gad_ for accurate campaign attribution.
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Why Separating Brand and Non-Brand Queries in AI Search Improves ROI
Separating brand and non-brand queries in AI search reveals true ROI, prevents budget waste on branded clicks, and drives new customer growth through strategic non-brand visibility.
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AI Content vs. Human Expertise: A Data-Driven Look at SEO Performance
AI accelerates SEO, but data shows pure AI content loses rankings over time. Human expertise drives long-term success. Learn how to balance efficiency with originality.
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