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A working tea shop that publishes its own machine logs

We did the boring work first. Then we wrote down who turned up.

Most sites make a machine scrape, extract and reconcile before it can answer a simple question. This one cleaned its catalogue first, opened dedicated endpoints, and then published its own server record of who came to read it.

Recording since 2 Jun 2026, day 156 at this render. Every figure carries its source, its window and the rule that made it. Nothing here is modelled, estimated or bought.

Capture began
2 Jun 2026
First served read written down
This render
Day 156
4 NOV 2026 18:12 UTC
Last completed day
3 Nov 2026
1,439 served reads
Next mint run
5 Nov, 03:15
UTC · 790 rows waiting on today
Average pace
889 a day
Served reads, whole 156-day window

Source: wp_teas_citations, the mint ledger and the scheduler, read at render time - window: 2 Jun 2026 to 4 Nov 2026 - rule: HTTP 200 or 206 with more than zero recorded bytes, excluding Amazonbot and known internal probe source records - live.

The study in three summaries.

Citations, the mint and the board. Every figure carries its window; nothing is added across the three.

Citation summary
What machines were served
138,713
served reads · 2 Jun 2026 to 4 Nov 2026
Logged attempts191,507
Withdrawn from credit (Amazonbot)18,803
Named agents recorded25
Anchors offered · pages53,203 · 3,659
AI-referred sessions2,666
Strong-match followbacks64,382
Proves delivery. It does not prove our name appeared inside an answer; only the answer engine can see that.
Mint summary
Thank-you tokens issued
196,566
GBP 0 tokens, all stages
Stage 1 - served reads (v4)137,930
Stages 2 to 4 (v5)58,636
Waiting on today790
ReconciliationPass
One eligible evidence row, one token. Issued once per completed UTC day; a token records its evidence class and never upgrades it.
Leaderboard summary
Who is out front
Leading family
OpenAI
41,126 · 29.82%
Leading worker
Bingbot
38,042 · 27.58%
Worker wallets19
Families racing12
Completed evidence days134
No vote, no brand deal. One eligible served read on a completed day moves the board by exactly one token.
The AI leaderboard · live

Every machine that reads us, ranked.

137,930 Stage-1 tokens · since 23 Jun 2026 · one eligible read = one token

01 Bingbot · Microsoft 27.58% 38,042 64 -6.4%
02 PerplexityBot · Perplexity 20.61% 28,427 26 +1.9%
03 OAI SearchBot · OpenAI 15.08% 20,799 18 -42.5%
04 ClaudeBot · Anthropic 9.97% 13,748 6 +971.2%
05 ChatGPT User · OpenAI 8.66% 11,951 2 -69.1%
06 Meta ExternalAgent · Meta 6.81% 9,394 9 -53.7%
07 GPTBot · OpenAI 6.07% 8,376 6 -6.9%
08 GoogleOther · Google 2.61% 3,601 3 new
09 DuckAssistBot · DuckDuckGo 1.45% 1,998 0 -10.1%
10 Bytespider · ByteDance 1.07% 1,475 0 -77.1%

Ranks by tokens - shares of 137,930 - 7-day change is the last 7 evidence days against the 7 before - active v4 ledger - live. Reconciliation: ledger, worker and family roll-ups pass.

Four rungs, and each one is harder than the last.

The evidence gets stronger as you climb. That is why the four numbers are never added together: each rung counts a different thing.

Stage one · weakest evidence
We put up signposts.

Structured pages a machine can navigate and quote accurately. That is the offer. Nobody had to take it.

53,203
citation anchors published across 3,659 pages
Standing count at this render; it grows as pages are published
Stage two · stronger
Machines took the work.

Named agents asked for those pages and the server sent the content. Agent, page, day, status and byte count were written down as it happened.

138,713
served reads, from 191,507 logged attempts
2 Jun 2026 to 4 Nov 2026, about 889 a day
Stage three · stronger still
Some of it came back.

A browser later opened the site with an AI answer surface as its referrer. Evidence of a referred visit, not a count of people.

2,666
AI-referred sessions
10 May 2026 to 4 Nov 2026
Stage four · strongest recorded here
We said thank you.

Qualifying completed-day evidence becomes a public thank-you note. A token records the class of evidence that earned it, and never upgrades one class into another.

196,566
GBP 0 tokens issued, all stages
Stage 1: 137,930 · stages 2 to 4: 58,636
53,203 + 138,713 + 2,666 + 196,566 is not a number. The rungs share no key and count different events.No cross-table total exists

From reading to doing.

Since 4 October 2026 an assistant can also act on this shop for the person it works for.

With the person's go ahead, an assistant can search the catalogue, compare teas, fill the basket and hand over a secure checkout: through the teas.co.uk MCP server at https://teas.co.uk/mcp, a basket link, the UCP buy link or the WebMCP tools on these pages. The person checks the basket and pays on teas.co.uk, and the assistant never sees their card details. A tool call is a different kind of event from the four rungs above, so it is counted on its own and never added to them.

What we record now, and since when.

From 6 October 2026 teas.co.uk records 2 new things, and we say so here first.

  1. Where every order came from. Each order now carries a short origin record: the route that brought the visit (a search engine, an email, an AI assistant, a link we made, or a returning customer) and how strong the evidence is. When we cannot tell, the record says so and says why. We never guess.
  2. Assistants we could not see before. Grok, from xAI, and Mistral now appear in our counts. Until 6 October 2026 our counters did not recognise them. The correction is in Room 06.

What changed since you last looked.

Compared with the equal preceding period, from the same day-by-day table.

Served reads - last 14 completed days
13,864
down 12.32% on the 14 days before (15,812)
Latest completed day - 3 Nov
1,439
7.8% on the day before
Fastest climber - last 7 evidence days
+971.2%
ClaudeBot, against the 7 days before
Steepest fall - last 7 evidence days
-77.1%
Bytespider, against the 7 days before
Latest mint day - 3 Nov
1,439
Tokens issued for that completed day - 790 rows waiting on today
Newest correction
6 October 2026
Grok was invisible. Our counters did not recognise xAI's agents (GrokBot, xAI Grok, Grok D…
Served reads, last 30 completed UTC days
Peak 2,503
5 OCT20 OCT3 NOV

Source: wp_teas_citations grouped by completed UTC day - rule: HTTP 200 or 206 with more than zero recorded bytes, excluding Amazonbot and known internal probe source records - the unfinished current day is never shown - live.

Where to find everything.

Eight rooms, each named after the question it answers. Every table, definition, correction and run record in the study sits inside one of them.

01
The mint & leaderboard
GBP 0 soulbound tokens bound to the machine worker that earned them, the full live board, the mint mechanics, and why none of it can be gamed.
196,566 tokens · 19 wallets · 12 families
Enter the room →
02
What we can prove
The claim stated narrowly: what a server log can establish about AI systems reading this shop, and exactly where the evidence stops.
138,713 served reads · 2,666 sessions · 1 paid placement, no credited effect
Enter the room →
03
Who read us
Every named machine agent recorded by this instrument, what each was sent, and the browser sessions that arrived afterwards.
25 named agents · 1 withdrawn from credit · 2,666 AI-referred sessions
Enter the room →
04
What they read
Every door this shop keeps open for machines, which ones got knocked on, and what identifiably came back through them.
52 machine routes on the probed list · 53,203 quotable anchors
Enter the room →
05
How we count
The inclusion ladder from the widest defensible count to the strictest, the source windows, and every term with exactly one meaning.
191,507 logged attempts to 138,713 credited
Enter the room →
06
What we got wrong
The truth spine, the automated checks that run against this instrument, and every correction, dated, in the main text, never removed.
21 corrections kept in the main text · the truth spine runs against us
Enter the room →
07
What runs, and when
Every scheduled job on this instrument, when each runs next, and the records of completed runs: daily mint receipts, truth spine cadence and route probes.
45 study jobs · 103 site jobs · every run receipted
Enter the room →
08
What machines can do
From reading to doing: the teas.co.uk MCP server, every tool an assistant can use, which assistants connect, and how tool calls are counted.
26 tools on the server · no sign in to shop · payment only on teas.co.uk
Enter the room →

What we will not do to a number.

Six working rules. The study's credibility is the product; these are its manufacturing tolerances.

No bare numbers.
Source, window, rule, live-or-frozen. A figure that cannot carry all four is withheld.
No unreconciled tables.
Every table sums to a stated total, or says in writing why its rows cannot be summed.
No abbreviation.
Numbers written out in full. Rounding hides how confident you really are.
No adding across sources.
Different tables, different windows, no shared key. So no total across tables.
No quiet fixes.
Corrections are dated, in the main text, and never removed.
No borrowed confidence.
Where capture is incomplete, the figure is published as a floor and labelled as one.
Keep reading

Where this leads next.

One study, one style, eight rooms. The legacy room addresses now land on the room that absorbed their content, and every machine mirror keeps its original path.

The same figures, for machines

These mirrors carry the same counting rules as the pages. They are registered routes with a public contract, probed on a schedule; a mirror that stops answering as promised is a broken contract, not a cosmetic fault.

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