Agentic Marketing and Workflow Automation

• Claude skill libraries automate ads, SEO, reporting and budget pacing
• Single Grok Bot agents run a full day of marketing overnight
• Agencies for Webflow, design and motion predicted to move in-house
• Claude enriched 1,000 CRM contacts, replacing an $80 monthly tool
• HubSpot launched Campaign, Content and Nurture Agents
• G2 finds 56% of marketers cite cross-team handoffs as the top challenge
• Campaign builds are the first workflow worth automating

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How AI Engines Choose and Cite Brands

• Only 37.1% of AI Overview citations rank in the top 10
• ChatGPT cites about 3 sources per answer, Perplexity about 19
• ChatGPT's Reddit citations fell from 19.1% to 2.3% of answers
• Early-named brands hold 36.7% of answers against 3.6% for newcomers
• Relevant industry backlinks and brand mentions lead LLM ranking factors
• Five homepage credibility statements lift AI visibility by 62%
• LinkedIn's share of ChatGPT citations rose 439% in one month
• Daily mention swings make prompt breadth better than repetition

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AI Visibility Playbooks and Case Results

• Engine hit all-time highs in AI traffic, mentions and citations in three months
• Second Wind lifted FDA Entry Point's ChatGPT visibility 9x
• Tracked prompts often miss the longer questions buyers actually ask
• Obility mapped how Claude shortlists B2B SaaS vendors across 2,717 questions
• Check robots.txt does not block GPTBot, ClaudeBot or PerplexityBot
• Bottom-funnel keywords and prompts drive demos within 90 days
• LinkedIn backs topic clusters, employee voices and structured content
• Google's Discovery Engine favors chunked, clearly labeled content

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The SEO and GEO Debate

• No reliable data exists to prioritize SEO over GEO
• Three speaking leads in one week cited ChatGPT as the source
• GEO captures existing in-market demand rather than creating new demand
• GEO is framed as SEO plus brand mentions on AI-cited pages
• Some agencies relabel 2019 SEO playbooks as AEO
• Anthropic's 335-page S-1 never mentions "SEO" or "search engine"
• Only 20% of marketers have started AEO against 94% of buyers using AI
• Gartner expects 70% of enterprise brands to report AEO metrics by 2027

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Paid Media and the Agent Buyer

• ChatGPT ads show roughly 1% CTR but no proven B2B pipeline
• Google adds AI Mode ad placements while Claude commits to no ads
• Time ran sponsored content visible only to AI agents
• One team grew AI share of voice from near zero to about 8%
• Demandbase introduced B2A marketing for agent-led vendor shortlisting
• 6sense finds the preferred vendor wins about 80% of the time
• A new agentic platform converts existing site traffic into pipeline

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Strategy, Skills and Governance

• Settle value, audience and category before building any AI stack
• Use AI where it beats people on speed, quality, cost or scale
• "Good Slop" threatens brands without curated skills and oversight
• Experienced legal marketers approve unsupported AI claims
• Enterprise setup makes identical AI tools perform differently
• Only 7% of general marketing roles mention autonomous agents
• 2027 social strategy centers on LLM visibility and executive voices

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Thanks to Ira Bodnar, Eric Siu, Andrew Yan, Emma Ridley, Connor Gillivan, Maryam Asim, Alex Vacca, Jase Goode, Rocio Serrano, Anthony Carlton, Suganthan Mohanadasan, Lomit Patel, Jules Davies, Lee Densmer, Neil Patel, Gina Sapién, Christopher Penn, Jimmy Pal, Holly Chen, Ryan Vong, Andrew Monu, Valtteri Taube, Jean Bonnenfant, José Velez, Evelyn Cools, Kathleen Booth, Sam Dunning, Jessica Aries, Navah Hopkins, Rand Fishkin, Hany Sewilam, Marty Kausas, Marcus Sheridan, Alex Groberman, Madhav Mistry, Max Roslyakov, Gaetano Nino DiNardi, Manpreet Wadan, Eli Schwartz, Jeremy Moser, Melissa Rosenthal, Sam Sami, Joshua Squires, Wendy Shore, Philip Edsel, Morgan B., Sinan E K, Thomas Ross, Melinda Woods, Nicole Leffer, Jigar Thakker, Alina Vandenberghe, Vika Gusiva, Louis Sarkis, Frederick Vallaeys, Dan Rosenberg, Ben Wills, Maja Voje, Sarah Evans, Diana Wertz, Will Leatherman, Michelle J Raymond, Erik Carlson, Ross Hudgens, Marty Coleman, Glenn Gabe, Alex Halliday, Mike Nierengarten, Al Lalani, Gabe Rogol and everyone else who contributed insights to this edition. Find the full list of posts and voices on LinkedIn: