Search 'Kyoto matcha.' Where Does the Real Tea House Rank?
I typed “Kyoto matcha” into Google.
The first screen
Three ads. A matcha-experience booking site, a tourism app, a travel agency.
Below them, a listicle titled “15 Best Picks.” Open it, and it’s a row of affiliate links to matcha experiences. Click and book, and the site owner earns a referral fee. It may be ordered by “referral fee,” not by “recommendation.” I can’t say for sure — but the fact that I can’t is already the problem.
The map pack lists tea houses by review count. Shops with many tourists collect reviews easily. So do shops that are good at promotion. A shop with many reviews and a good shop are two different things.
On every screen so far, not a single real tea house appeared.
The twenties
Let me define “a real tea house.” Not a chain — run by its owner. Passed down through generations. Or holding its own field and making its own tea. That kind of shop.
I looked for one tea house in Gion that has run for over a hundred years. Under “Kyoto matcha,” it showed up in the twenties.
I also looked for a tea master in Uji who owns his own field. He was on the third page. And most tea masters don’t even have a website. Meanwhile, an e-commerce site that buys that master’s leaves and sells them as “premium Kyoto matcha” was on the first page. The maker and the reseller have swapped places in the ranking.
Why the swap happens
Today’s search algorithms use backlinks, update frequency, and site size as signals.
A tea farmer’s site updates rarely. It has few backlinks, because no one outside links to it. There’s no SEO knowledge. There’s no ad budget.
The listicle is the opposite. Many articles. Backlinks accumulate. High update frequency. It has no shop in Kyoto. It makes no matcha. But it’s strong in search. It isn’t ranked by quality. It’s ranked by money and volume.
When I asked an AI
I asked ChatGPT, “Tell me a tea house in Kyoto where I can drink genuinely good matcha.”
What came back were the names from the tourism guides. Shops rated highly on travel sites. They almost entirely overlapped with the top of Google’s results.
AI learns from text on the web. If the source data is distorted by ads and affiliates, the answers are distorted the same way. Unless the source changes, changing who you ask changes nothing.
This isn’t only about matcha
“Kyoto matcha” is just one example.
Search “Osaka builder” and portal sites take the top; the skilled master carpenter’s site is buried. Search “Fukuoka fish wholesale” and information sites line up; the fishmonger who buys at the morning market doesn’t appear. Search “Nagano farm direct sales” and e-commerce malls sit on top; the farmer’s own direct-sales site is nowhere to be found.
The structure is the same. The people who make the real thing can’t be found. Because they can’t be found, they don’t sell. Because they don’t sell, they can’t keep going. Run it with a keyword from any industry, and you’ll probably get the same result.
Related: The Information Asymmetry Wall I Saw in M&A / Why Japanese Technology Still Struggles to Reach the World