Traditional on-page SEO was built for one reader: a crawler that indexed your page and a human who scanned it afterward. That world hasn’t disappeared, but it now shares the stage with two newer audiences. Answer Engines (Google’s AI Overviews, voice assistants, featured-snippet systems) and Generative Engines (ChatGPT, Perplexity, Claude, Gemini) that don’t just rank…
Somewhere this week, a potential customer typed something like “best alternatives to [your biggest competitor]” into ChatGPT, Perplexity, or Gemini’s AI Overview. The answer named three or four brands. If yours wasn’t one of them, this article is about why — and it isn’t the reason most agencies will tell you. We didn’t guess at…
For twenty years, “get more backlinks” has been the default answer to almost every ranking problem. That advice isn’t wrong — it’s just incomplete. Search engines still use links as a trust signal, but now there’s a second audience reading your link graph: AI answer engines like ChatGPT, Perplexity, and Google’s AI Overviews. They don’t…
The llms.txt Myth What actually gets brands cited by ChatGPT — a 6-brand teardown Every AEO checklist published this year says the same thing in the same order: write an llms.txt file, structure your content for AI crawlers, and the citations will follow. We wanted to know if that’s actually true. So we picked six…
The 2026 AI Search Readiness Audit Checklist | Alneeko Technologies ALNEEKO 0 / 20 checked Free Self-Audit Tool · Alneeko Technologies The 2026 AI SearchReadiness Audit Checklist A 20-point diagnostic for e-commerce brands to check how visible they really are to Google AI Overviews, ChatGPT, and Perplexity — before you hire anyone to fix it….
Quick Answer You can verify your brand’s AI citation status for free by manually running a fixed set of brand, category, and comparison prompts inside ChatGPT, Claude, Gemini, and Perplexity, then logging whether your brand is mentioned, linked, or cited as a source. Repeat weekly using the same prompts to track change over time. Why…
Not long ago, measuring your brand’s Share of Voice (SOV) was simple. You counted how many keywords you ranked for versus your competitors, or how many ad impressions you captured in your category. A higher number meant more visibility. More visibility meant more clicks. More clicks meant more revenue. That model still has value —…
Not long ago, getting found online meant one thing: rank on Google. If you were on page one, you existed. If you weren’t, you didn’t. That’s still true — but it’s no longer the whole picture. A growing number of people now start their research by typing a question into ChatGPT, Perplexity, or Google’s AI…