Research
The sources AI cites for Winery Brewery
Where AI gets its answers
When a customer asks ChatGPT, Perplexity or Google's AI for a winery brewery, the answer is built from a handful of sources. Get mentioned on these and you become one of the names it gives. Ignore them and no amount of on-page SEO gets you into the answer.
We're still building the citation map for winery brewery. Run a free scan on a business in this category and we'll measure the sources live, they'll appear here as the corpus fills.
See which of these already cite you.
A free 60-second scan shows the sources naming you, the ones naming a competitor, and your prioritised citation game plan.
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Method: we count saved answers that name a business. Read the questions, engines, dates and answer counts alongside each percentage. Public benchmarks are dated research snapshots. Scan your own site free. Method open at github.com/techhorizonlabs/thl-open.
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