Isn't this just SEO with a new name?
It overlaps, but it isn't the same. SEO optimises a page to rank in a list of blue links. AI assistants don't return a list — they return two or three recommendations, and increasingly the buyer never visits a site at all. The signals that decide who gets named (structured data, review and citation strength, how clearly an AI can parse you) only partly overlap with classic SEO. A brand can rank well on Google and still be invisible in ChatGPT.
My site is already technically fine. So why am I invisible?
Often it isn't a single obvious technical fault — which is exactly why it's worth diagnosing. Invisibility usually comes from some mix of incomplete structured data, weak or thinly-referenced review signals, and a lack of the third-party mentions AI models lean on when deciding who to trust. The audit's job is to tell you which of those is actually holding you back, rather than guessing.
How do you measure it?
Before-and-after queries across all four AI surfaces, using a fixed set of buyer-intent prompts for your category. Everything is documented with screenshots, tracked over time, and reported monthly against your top competitors so you can see exactly where you're gaining ground.
My platform isn't Shopify — can you help?
Most of the work is platform-agnostic: structured data, llms.txt, product feeds, review and citation strategy. Shopify is just where I focus first. WooCommerce, BigCommerce, Magento and headless setups are all workable — custom builds I'd quote separately.
How long until I see results?
Some changes — schema, feeds, crawler access — can register within a week or two as AI surfaces re-crawl. Shifts in how often you're recommended typically build over 30–60 days. The monthly retainer exists precisely because this is an ongoing signal game, not a one-time switch.
Why you, and why so cheap?
I'm early in building this, so the first few clients get pilot pricing in exchange for being case studies — the same work later clients will pay more for. You're not paying for a big agency's overhead. You're getting a narrow specialist who's looked at this harder than most people charging triple.
