Community Discussions

Discussion Market Trends

Just saw projections that AI search will be a $66B market by 2035 - are we underinvesting in AI search optimization?

by MarketingDirector_James · 10 replies
Case Study Competitor Analysis

Just discovered my competitor is showing up 3x more in ChatGPT - here's how I'm fixing it

by GrowthHacker_Dan · 12 replies
Discussion Writing Style

Is there a specific writing style that AI engines prefer? My well-written content isn't getting cited

by ContentWriter_Alex · 8 replies
Discussion Content Strategy

Is content variety actually helping AI visibility or is focused topical depth better? Testing both approaches

by ContentStrategy_Lead_Marcus · 10 replies
Discussion Affiliate Marketing

Is AI search killing affiliate marketing? Seeing my affiliate traffic tank while rankings stay stable

by AffiliateVet_Jake · 12 replies
Discussion Content Structure

How should I format headers for AI? Been told question-based H2s are the way but is that actually true?

by ContentWriter_Michelle · 10 replies
Discussion Content Freshness

How often should we update content for AI visibility? Seeing conflicting data on freshness vs evergreen

by ContentManager_Jason · 11 replies
Discussion Content Strategy

How often are you updating content for AI visibility? What's the sweet spot?

by ContentLead_Mike · 11 replies
Discussion AI Crawlers

How often are AI crawlers hitting your site? What are you seeing in logs?

by DevOps_Engineer_Sam · 10 replies
Discussion Content Freshness

How much does content freshness really affect AI citations? What data are people seeing?

by ContentRecency_Tom · 11 replies
Discussion Certifications

How much do industry certifications actually matter for getting cited by AI? Our ISO certification seems to help

by ComplianceOfficer_Mark · 10 replies
Discussion GEO Strategy

How mature is your GEO program? Just took a maturity assessment and we're apparently at Level 2 of 5

by GEO_Program_Lead_Rachel · 10 replies
Discussion Content Length

How long should content be for AI citations? Is there a word count sweet spot?

by ContentStrategist_Mike · 10 replies
Discussion E-commerce

How is AI changing product search? Just tried asking ChatGPT for product recommendations and it was surprisingly good

by EcommerceMgr_Alex · 12 replies
Discussion Citations

How important is citing sources in your content for AI visibility? We A/B tested this and the results surprised us

by ContentDirector_James · 10 replies
Discussion Content Protection

How do you prove your content is original? AI scrapers are copying everything and we need documentation

by ContentCreator_Frustrated · 11 replies
Discussion Buyer Journey

How do you optimize for the consideration phase when buyers are using AI to research options?

by ConsiderationPhase_Karen · 10 replies
Discussion AI Agents

How do you optimize for AI agents that complete tasks vs just answering questions? Different strategy needed?

by AgenticFuture_Mark · 9 replies
Discussion Content Analytics

How do you measure which content actually gets cited by AI? Traditional content metrics don't show this

by ContentAnalytics_Maria · 10 replies
Discussion Non-Branded

How do you get cited for non-branded queries? AI mentions us for brand searches but not category queries

by NonBrandedChallenge_Mike · 10 replies
Discussion Attribution

How do AI platforms actually attribute content? Understanding citations across ChatGPT, Perplexity, etc.

by ContentStrategy_Emma · 11 replies
Discussion Trust Factors

How do AI engines actually decide what sources to trust? Is there an AI equivalent of domain authority?

by SEO_Researcher · 8 replies
Discussion Content Workflow

How are you integrating GEO (Generative Engine Optimization) into your content workflow? Our team is struggling

by ContentOps_Lisa · 10 replies
Discussion Education

How are other universities handling AI search visibility? We're getting buried by commercial education sites

by UniMarketing_Director_Kate · 10 replies
Discussion SEO Strategy

Honestly scared about how AI is changing SEO - is traditional SEO dead or what?

by SEO_Veteran_Mike · 14 replies
Discussion Healthcare

Healthcare AI visibility is different - how are other health systems approaching this with HIPAA considerations?

by HealthSystemMarketing_Kate · 10 replies
Discussion Content Audit

Has anyone done an AI content audit? What did you actually learn?

by ContentManager_Rachel · 10 replies
Discussion GEO

Has anyone done a GEO audit? Trying to figure out where to start with AI search visibility

by MarketingLead_Beth · 11 replies
Discussion Brand Measurement

Has anyone actually measured brand lift from AI mentions? How do you prove AI visibility drives awareness?

by BrandLiftSeeker_Jason · 10 replies
Discussion Content Strategy

Google says my content is fine but AI never cites it. How do I fix 'thin content' for AI systems specifically?

by ThinContent_Tom · 10 replies

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