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Generative Engine Optimization

ChatGPT Said My Competitor Is Better. How Do I Fix This?
TL;DR A founder opens ChatGPT, types their category, and watches another brand get named in the first sentence of the answer. Their own brand does not appear. There is no…

How Long Does It Take to Show Up in ChatGPT Citations? (And How to Tell Which of Yours Will)
TL;DR You published the page in February. It’s indexed in Bing, OAI-SearchBot has crawled it, the schema validates, and ChatGPT still cites a competitor’s older post when you run the…

The B2B SaaS Founder’s Guide to AI Search Visibility
TL;DR If an AI had to recommend three companies in your category right now, would you clearly belong there? For 44% of the B2B SaaS companies we scored in our…

7 Best LLM SEO Agencies in 2026 (Ranked by Real Results)
TL;DR If your brand ranks on Google but never shows up inside ChatGPT or Perplexity answers, are you actually visible to buyers anymore? Across multiple SaaS categories, a growing share…

How to Fix Brand Hallucinations in ChatGPT: A Step-by-Step Playbook for B2B SaaS
TL;DR Last quarter, the head of growth at a $20M ARR vertical SaaS company emailed me a screenshot. ChatGPT had told a buyer their product cost $99 a month. Their…

47 Phrases Making B2B SaaS Brands Invisible in AI Search (and What to Say Instead)
TL;DR Last year, Wynter surveyed 100 B2B SaaS marketing leaders at $50M+ companies. 94% admitted their brand sounds exactly like their competitors. Only 6% called themselves distinctive. The reason is…
