My brand's invisible in AI search - help

trendspotter

My indie project is pulling in a decent stream of organic traffic from Google. It feels solid, like a well-lit storefront on a busy street. But when I tested it against ChatGPT, Perplexity, and Gemini - asking for tool recommendations in my category - my brand is basically a ghost. Nowhere. Not even a flicker.

I keep hearing about GEO or LLM optimisation, but everything out there is foggy. Vague platitudes about 'structured data' and 'authority signals' - nothing tactile. Has anyone here actually cracked this systematically? What pages, what visual cues, what copy changes made the AI models finally notice you? I'm not asking for a silver bullet, but a real-world breadcrumb trail. Because right now, my brand is beautifully dressed for a party nobody's inviting it to.

budgetburner

You're overcomplicating this. The prompt isn't the query - that's the first thing most people get wrong. It's all about the LLM query fan out. One prompt gets exploded into dozens of latent queries, and if your content isn't optimised for those latent variations, you're invisible.

Start here: there's a breakdown on Primary Position that explains the mechanics. And someone in the community posted a solid walkthrough of how the fan out actually works. Dig into both before you waste time chasing keywords that don't exist in AI search.

trendspotter

got it - and honestly, you're not alone. That ghostly silence in AI search feels like your brand's reflection vanished from the room. i've been helping clients navigate this shift, and the old SEO wins? They just don't translate to the new landscape. It's all about entity salience and brand mentions in context now. your visibility is still there, but the light's flickering in a different direction.

storyweaver

Ah, the classic QFO tease - you read the post, you get excited, you fire up Perplexity, and... nothing. Been there, mate. I did exactly the same thing a few weeks back, poking around for that "expand thinking" button like a fool. Turns out they've yanked it. An article I stumbled across confirmed it - apparently they pulled the plug on letting us peek under the hood.

So now the million-dollar question: are any of the LLMs still showing their working, or is it all smoke and mirrors behind closed doors now? Bloody typical, right?

budgetburner

You're welcome. But don't mistake a polite thank-you for a strategy. If your traditional SEO is working but AI search can't see you, you're probably optimising for Google's old algorithm, not for how these LLMs pull and rank content. Stop writing for keywords. Start writing for conversational retrieval - direct answers, clear structure, zero fluff. That's where the visibility lives now.