Deep dives on AI visibility strategy, LLM search optimization, competitor intelligence, and the shift from SEO to AEO. Written for the teams building the future of brand discovery.
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Not all SaaS content gets cited in Gemini AI Overviews. Here's what separates the content that earns AI visibility from the content that gets passed over entirely.
Aeotics Team
DTC brands built their growth on owned channels. AI search is the next owned channel but the playbook is different. Here's how to win it.
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Comparison queries are the highest-intent searches in B2B SaaS and most brands have no AEO strategy for them. Here's how to own the 'vs' conversation in AI search.
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High-net-worth clients are researching wealth managers on ChatGPT before they ever call your office. Here's how to show up in those searches.
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SEO alone no longer drives SaaS growth. Answer Engine Optimization is the new playbook - here's how to build AI brand visibility that compounds over time.
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B2B SaaS buyers are using Claude in ways that are fundamentally different from how they use Google or ChatGPT. Understanding that behavior changes your entire AEO approach.
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AI models recommend SaaS products based on where they've seen them mentioned. Here's how to build the third-party authority that earns consistent AI citations.
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Claude doesn't just list brands it evaluates them. It reasons, compares, and explains why one option is better than another. Here's what that means for your ecommerce LLM SEO strategy and how to make Claude recommend your brand.
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ChatGPT is telling potential customers things about your financial institution right now. Your compliance team probably doesn't know what those things are.
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AI is reshaping how US brands get discovered, evaluated, and chosen. These are the trends that are already changing budgets, channels, and strategies in 2026.
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US startups do not need decade-old domain authority to win AI search. They need clearer positioning, stronger third-party proof, and content that LLMs can cite with confidence.
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Silicon Valley companies are winning AI search not through bigger budgets but through sharper signals. Here's what's working and what's being ignored.
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Finance customers are asking ChatGPT questions your SEO team never optimized for. Here's what they're typing and how to make sure your brand answers them.
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Perplexity is where high-intent US shoppers go to research before buying. Here's how ecommerce brands earn citations in those product discovery searches.
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Most US brands don't appear in ChatGPT, Perplexity, or Claude answers - not because they're unknown, but because they're structurally invisible to AI models.
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A Gemini brand-audit guide for SaaS teams that need to fix how Google’s AI systems describe their category, positioning, and buyer fit.
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Both models read G2 reviews, but they weigh them very differently. Understanding that difference changes how you should run your G2 review strategy for AEO.
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Millions of US shoppers use ChatGPT to find gift ideas every year. The brands that appear in those recommendations are winning a conversion channel most ecommerce teams haven't measured.
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Most SaaS feature pages are written for conversions, not for AI citations. Here's what needs to change to make Claude reference your features when buyers research your category.
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Enterprise buyers use Claude to evaluate software with detailed, multi-part questions. If your SaaS product isn't built for that kind of scrutiny, you're missing your best prospects.
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Millions of buyers ask ChatGPT to recommend AI tools every week. Here's the AEO playbook AI/tech marketers use to make sure their product is in the answer.
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When buyers ask ChatGPT for tool recommendations, your free trial either appears in the answer or it doesn't. Here's how to make sure it does.
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The shoppers most likely to convert are leaving Google for Perplexity. Here's what's driving the shift and how ecommerce brands need to respond.
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Claude forms opinions about AI brands based on how clearly and consistently they're described across the web. Here's how to make sure Claude describes your company accurately.
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Perplexity is where high-intent SaaS buyers do their category research. Here's how to make sure your brand shows up and stays there.
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ChatGPT browses your product pages and either extracts what it needs to make a recommendation or moves on to a competitor. Here's how to build pages that get cited.
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ChatGPT and other AI assistants are now sending buyers directly to SaaS products. Learn the tactics that get your brand recommended in AI-generated answers.
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Engineers research AI APIs and developer tools on Perplexity before they ever talk to sales. Here's how to make sure your platform is in the answer they get.
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A practical guide to owning the highest-intent Gemini query class: comparison, versus, and alternatives searches.
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When a potential client asks ChatGPT for the best financial planning tools, your brand either appears or it doesn't. Here's how to change that.
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AI-powered search engines are fundamentally reshaping how users find information. Here's what every marketer needs to know about the shift from traditional SEO to AI visibility optimization.
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Thought leadership content is the most underused AEO lever in tech marketing. Here's how to turn your expertise into the citations that AI models reach for first.
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Claude and ChatGPT both answer questions about SaaS tools, but they do it very differently. The AEO tactics that work for one often do not work for the other.
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A tactical guide to winning Google AI Overview citations for SaaS queries that matter most in category discovery, education, and evaluation.
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Engineers don't read ad copy - they research on Perplexity and Claude before they ever talk to sales. Here's how developer tool companies win those research sessions.
Aeotics Team
When buyers ask Claude about SaaS pricing, the answer can make or break a deal. Here's how your pricing narrative gets formed in Claude and how to shape it.
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A strategic brief for SaaS leaders deciding how much attention, budget, and operating focus Gemini deserves inside the broader AEO program.
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