Technical
AdvancedHow AI Question Types Determine Citation Sources: A Deep Dive
Understanding how different question types affect citation patterns in AI responses.
CitationsAI BehaviorTechnical
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AI Search Optimization Blog
AI Search Optimization Blog
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Hot Investigation
12 minWhat Are the Real Sources Used by ChatGPT? A Detective Investigation
Uncovering the actual sources ChatGPT uses by isolating unique phrases and tracing them back to Reddit, directories, and training data. Discover the detective techniques that reveal AI's real information sources.
InvestigationReddit
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12 minWhy AI Can't Say 'I Don't Know' (And What This Means for Your Marketing)
New research reveals that AI models, especially reasoning ones, struggle with uncertainty. Learn actionable strategies to protect your brand from AI hallucinations.
AI ResearchBrand Protection
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15 minThe ChatGPT Funnel: Accurately Determining Impressions, Clicks and Conversions from ChatGPT
Learn our proven methodology for tracking real ChatGPT performance data using server logs and OAI-SearchBot detection. No estimates, just accurate metrics.
MethodologyAnalytics
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12 minHow Much ChatGPT Traffic Should Brands Expect in 2025?
Data-driven analysis of ChatGPT traffic growth patterns across industries, featuring real case studies from Canva, Missive, and tldv with actionable insights for brands.
Traffic AnalysisIndustry Data
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10 minOur ChatGPT Sample Demographics: Overview & Limitations
An honest look at our ChatGPT conversation sample reveals important demographic biases that SEO professionals and marketers need to understand.
DemographicsUser Data
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8 minMost Popular ChatGPT Models: Real Data Analysis
Discover which ChatGPT models users actually prefer based on real query data. GPT-4o leads, followed by o3, with surprising insights about model adoption patterns.
Data AnalysisChatGPT
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12 minSchema Markup vs No Schema: A Real ChatGPT Experiment Reveals Surprising Results
Controlled experiment testing schema markup impact on AI information retrieval. Features live test sites, detailed analysis, and 30% improvement results.
Schema MarkupExperiment
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12 minWhat ChatGPT Can & Cannot See
Discover the technical limitations and capabilities of ChatGPT when accessing your website content.
ChatGPTTechnical
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8 minFounder Interview
Get insights from our founder about the future of AI search and why we built Aiso.
InterviewStrategy
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10 minMost Popular Products Searched
Real data analysis of the most frequently searched products and brands on ChatGPT.
DataAnalysis
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5 minGemini CLI System Prompts: A Marketing and SEO Gold Mine
Since Gemini CLI is open-source, we can analyze its system prompts to understand how to optimize content for Google's AI. Discover 7 key takeaways for marketers and SEO professionals.
Gemini CLISystem Prompts
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15 minAI Visibility Tracking Tools
Complete guide comparing real vs. theoretical AI visibility tracking tools for 2025.
ToolsComparison
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12 minTesting ChatGPT's Non-Ranking Nature: Espresso Machine Brand Visibility Analysis
Comprehensive experiment testing whether ChatGPT maintains consistent rankings across 400 queries, challenging traditional notions of AI search rankings.
ResearchExperiment
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37 articles found
14 min
Technical
IntermediateWhat ChatGPT Can (and Cannot) See on Your Website
Comprehensive audit of ChatGPT's website crawling and content access capabilities.
ChatGPTTechnicalAudit
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Analysis
IntermediateComparing Major LLMs in 2025
In-depth comparison of ChatGPT, Claude, Perplexity, and other major LLMs.
LLMsComparison2025
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Insights
BeginnerWhat Does Asking an AI Really Mean?
Philosophical and practical exploration of human-AI interaction patterns.
PhilosophyAI InteractionConsumer Behavior
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Enterprise
IntermediateHow AI is Reshaping Enterprise Software
Case study analysis of how enterprises are integrating AI into their software stack.
EnterpriseCase StudyB2B
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Guide
BeginnerShould I Add a llms.txt File?
Complete guide to implementing and optimizing llms.txt files for AI crawlers.
ImplementationTechnical SetupGuide
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SEO
IntermediateUnderstanding Search Intent in ChatGPT vs Google
Detailed analysis of how search intent differs between traditional and AI search.
Search IntentSEOComparison
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Strategy
IntermediateShould I Optimise My Brand on Other LLMs Than ChatGPT?
Strategic market analysis of LLM platform priorities and resource allocation.
StrategyMarket AnalysisROI
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AI SEO
IntermediateGemini CLI System Prompts: A Marketing and SEO Gold Mine
Since Gemini CLI is open-source, we can analyze its system prompts to understand how to optimize content for Google's AI. Discover 7 key takeaways for marketers and SEO professionals.
Gemini CLISystem PromptsAI SEO+2 more
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SEO
IntermediateThe New Era of SEO
How traditional SEO is evolving in the age of AI-powered search.
SEO EvolutionFutureStrategy
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Investigation
IntermediateWhat Are the Real Sources Used by ChatGPT? A Detective Investigation
Uncovering the actual sources ChatGPT uses by isolating unique phrases and tracing them back to Reddit, directories, and training data. Discover the detective techniques that reveal AI's real information sources.
InvestigationRedditSources+1 more
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Guide
AdvancedAI Search Optimization: A New Playbook for Digital Visibility
Comprehensive playbook for optimizing your brand's AI search presence.
PlaybookOptimizationStrategy
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Case Study
BeginnerChatGPT Meetings Success
Real-world case study of implementing AI tools in business meetings.
Case StudyProductivityBusiness
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Research
IntermediateWhy AI Can't Say 'I Don't Know' (And What This Means for Your Marketing)
New research reveals that AI models, especially reasoning ones, struggle with uncertainty. Learn actionable strategies to protect your brand from AI hallucinations.
AI ResearchBrand ProtectionMarketing+1 more
Read Article
Methodology
AdvancedThe ChatGPT Funnel: Accurately Determining Impressions, Clicks and Conversions from ChatGPT
Learn our proven methodology for tracking real ChatGPT performance data using server logs and OAI-SearchBot detection. No estimates, just accurate metrics.
MethodologyAnalyticsChatGPT+1 more
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Traffic Analysis
IntermediateHow Much ChatGPT Traffic Should Brands Expect in 2025?
Data-driven analysis of ChatGPT traffic growth patterns across industries, featuring real case studies from Canva, Missive, and tldv with actionable insights for brands.
Traffic AnalysisIndustry DataCase Studies+1 more
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Research
IntermediateOur ChatGPT Sample Demographics: Overview & Limitations
An honest look at our ChatGPT conversation sample reveals important demographic biases and patterns that SEO professionals and marketers need to understand when developing AI search strategies.
DemographicsUser DataResearch+1 more
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Data Analysis
IntermediateMost Popular ChatGPT Models: Real Data Analysis
Discover which ChatGPT models users actually prefer based on real query data. GPT-4o leads, followed by o3, with surprising insights about model adoption patterns.
Data AnalysisChatGPTModels+1 more
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Growth
IntermediateThe Accidental Growth Channel
How AI search became an unexpected but powerful growth channel for brands.
GrowthChannel StrategyMarketing
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Trends
IntermediateBrands See AI Traffic Surge
Analysis of emerging trends in AI-driven traffic patterns for major brands.
Traffic AnalysisTrendsData
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Analysis
IntermediateThe Shifting Search Landscape
Comprehensive analysis of changing search behavior and platform preferences.
Market AnalysisSearch TrendsGoogle
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Guide
AdvancedMastering AI Search Traffic
Advanced techniques for capturing and optimizing AI search traffic.
Advanced SEOTrafficOptimization
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Experiment
IntermediateSchema Markup vs No Schema: A Real ChatGPT Experiment Reveals Surprising Results
Controlled experiment testing schema markup impact on AI information retrieval. Features live test sites, detailed analysis, and 30% improvement results.
Schema MarkupExperimentChatGPT+1 more
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Trends
BeginnerGen Z TikTok Shop Revolution
How Gen Z shopping behaviors are reshaping social commerce strategies.
Gen ZSocial CommerceTikTok
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Case Study
IntermediateAI Chatbot Conversion Study
Data-driven analysis of AI chatbot impact on conversion rates.
ConversionChatbotsPerformance
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Analytics
AdvancedAnalyzing Your AI Search Performance: Key Metrics to Track
Essential metrics and KPIs for measuring AI search optimization success.
AnalyticsMetricsPerformance
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Content
IntermediateHow to Create AI-Friendly Content for Better Visibility
Best practices for creating content that performs well in AI search results.
Content CreationAI OptimizationBest Practices
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Future
IntermediateThe Future of Search: How AI is Reshaping Brand Visibility
Forward-looking analysis of search evolution and brand visibility trends.
Future TrendsBrand VisibilitySearch Evolution
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Mistakes
BeginnerCommon Mistakes Brands Make in AI Search Optimization
Avoid these critical pitfalls when optimizing for AI search platforms.
MistakesBest PracticesOptimization
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Case Study
IntermediateCase Studies: Brands That Successfully Improved Their LLM Visibility
Real success stories and actionable insights from LLM optimization wins.
Case StudiesSuccess StoriesLLM
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Education
BeginnerUnderstanding Large Language Models: How They Affect SEO
Foundational guide to understanding LLMs and their SEO implications.
EducationLLM BasicsSEO Fundamentals
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Strategy
IntermediateWhat's the Secret to Being Found More Frequently in LLM Queries?
Strategic insights into improving brand discoverability in LLM responses.
Visibility StrategyLLM OptimizationBrand Discovery
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Guide
AdvancedUltimate Guide to Ranking High in LLM Results
Comprehensive guide covering all aspects of LLM ranking optimization.
Ultimate GuideRankingComprehensive
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SEO
IntermediateAnswer Engine Optimization: The Next Evolution of SEO
Introduction to AEO and how it's transforming traditional SEO practices.
AEOSEO EvolutionAnswer Engines
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Guide
Intermediate10 Effective Ways to Track Your Brand's Visibility in AI-Powered Search Results
Practical methods for monitoring and measuring AI search visibility.
TrackingVisibilityMeasurement
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Market Data
IntermediateHow Big is ChatGPT's Market Share of Search?
Data-driven analysis of ChatGPT's position in the search market landscape.
Market ShareChatGPTSearch Data
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Research
IntermediateTesting ChatGPT's Non-Ranking Nature: Espresso Machine Brand Visibility Analysis
Comprehensive experiment testing whether ChatGPT maintains consistent rankings across 400 queries, challenging traditional notions of AI search rankings.
ResearchExperimentChatGPT+1 more
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