One demand, from first capture to compounding: 30 links, and whether they are alive or dead
Life-chain visualization room · data updated daily · every point on the charts is labelled with its source
What this is (30 seconds)
In one sentence: we split a single demand — from "someone wants it" to "it rolls on its own" — into 30 small links, record one number per link per day, and draw it as a line.
If the line climbs, that step is still alive; if it goes flat or down, that step is already broken — you don't need anyone's explanation, just look at the line.
How to read this page: the 30 small cards below are one pulse per link. The colours carry only four meanings:
Up — rising over the last 7 daysDown — falling over the last 7 daysFlat — barely movedMissing — this link isn't wired up to a data source yet
The state of the whole chain today
30
one per link
total small chains
13
up over 7 days
rising
6
down over 7 days
falling
6
within ±5%
flat
5
not wired up yet
no data source
One-line read: 13 rising, 6 falling, 5 not wired up yet.
So the chain as a whole is not "good" or "bad" — it is which segments are alive and which are broken. That is the useful information.
Grouped by link · the top-right of each card is the direction over the last 7 days · the mini curve inside the card is that link's own movement
Domestic site chains19
Domestic site total requestsUp +531.5%
Domestic site · Entry · Data date 2026-09-21
Latest 26,352 · 7-day +531.5%
Home / (clean)Up +63.5%
Domestic site · Entry · Data date 2026-09-21
Latest 749 · 7-day +63.5%
Studio dashboardUp +18725.0%
Domestic site · Entry · Data date 2026-09-21
Latest 753 · 7-day +18725.0%
Chain average score (142 industries)Down -22.1%
Domestic site · Algorithm service · Data date 2026-09-03
Latest 3.989 · 7-day -22.1%
Sales chain average scoreDown -27.6%
Domestic site · Algorithm service · Data date 2026-09-03
Latest 3.274 · 7-day -27.6%
Market keyword heatFlat +0.0%
Domestic site · Algorithm service · Data date 2026-08-01
Latest 152 · 7-day +0.0%
Average heat avg_heatFlat +0.0%
Domestic site · Algorithm service · Data date 2026-08-01
Latest 6.436 · 7-day +0.0%
Learning-progress snapshot rowsFlat +0.0%
Domestic site · Content · learning · Data date 2026-09-20
Latest 8 · 7-day +0.0%
Learning center visitsDown -75.0%
Domestic site · Content · learning · Data date 2026-09-21
Latest 1 · 7-day -75.0%
Path-selection eventsDown -93.0%
Domestic site · Deal leads · Data date 2026-09-19
Latest 88 · 7-day -93.0%
Tool result outputsDown -49.2%
Domestic site · Deal leads · Data date 2026-08-11
Latest 2924 · 7-day -49.2%
GEO daily questionsFlat +0.0%
Domestic site · Awareness · GEO · Data date 2026-09-21
Latest 13 · 7-day +0.0%
AI direction · intelligence sourcesFlat -2.8%
Domestic site · Awareness · GEO · Data date 2026-09-21
Latest 69 · 7-day -2.8%
AI direction · intelligence itemsFlat +3.3%
Domestic site · Awareness · GEO · Data date 2026-09-21
Latest 251 · 7-day +3.3%
Cost snapshot frequencyDown -50.0%
Domestic site · Cost · Data date 2026-09-21
Latest 3 · 7-day -50.0%
Service liveness ledgerNo data · none
Domestic site · Algorithm service · Data date —
Latest — · 7-day none
Site liveness probeNo data · none
Domestic site · Algorithm service · Data date —
Latest — · 7-day none
Algorithm inventoryNo data · none
Domestic site · Algorithm service · Data date —
Latest — · 7-day none
Page inventoryNo data · none
Domestic site · Algorithm service · Data date —
Latest — · 7-day none
Overseas site chains11
infogap total requestsUp +86.9%
Overseas site · Entry · Data date 2026-09-21
Latest 6095 · 7-day +86.9%
Home / (clean)Up +19.4%
Overseas site · Entry · Data date 2026-09-21
Latest 191 · 7-day +19.4%
/slices/ slice pagesUp +218.6%
Overseas site · Slice pages · Data date 2026-09-21
Latest 2466 · 7-day +218.6%
/china/ culture pageUp · base 0
Overseas site · City pages · Data date 2026-09-21
Latest 1741 · 7-day base 0
City subpages (badaling etc.)Up · base 0
Overseas site · City pages · Data date 2026-09-21
Latest 1108 · 7-day base 0
/aime/ mathUp · base 0
Overseas site · Content pages · Data date 2026-09-21
Latest 267 · 7-day base 0
/chinese/ ChineseUp · base 0
Overseas site · Content pages · Data date 2026-09-21
Latest 268 · 7-day base 0
/space/ spaceUp · base 0
Overseas site · Content pages · Data date 2026-09-21
Latest 257 · 7-day base 0
/qa/ Q&AUp +6100.0%
Overseas site · Content pages · Data date 2026-09-21
Latest 124 · 7-day +6100.0%
Cabin family-room requestsUp · base 0
Overseas site · Cabin · Data date 2026-09-21
Latest 419 · 7-day base 0
Bookshelf / download countNo data · none
Overseas site · Cabin · Data date —
Latest — · 7-day none
Observation items not counted as demand (3)
These are not "a human wanting something" but bots knocking on the door and programs running on their own — they have to be excluded when tallying totals, otherwise the bots get counted as demand.
Scanner probes (not demand)Down -44.9%
Domestic site · Entry · Data date 2026-09-21
Latest 778 · 7-day -44.9%
Scanner probes (not demand)Down -95.3%
Overseas site · Entry · Data date 2026-09-21
Latest 56 · 7-day -95.3%
Cabin fam/state pollingUp · base 0
Overseas site · Cabin · Data date 2026-09-21
Latest 20 · 7-day base 0
Four chains in depth: are they alive or broken?
The big charts use the same data source and the same drawing method as the small cards above, and they match the ledger inside the studio.
Domestic site total requests
Domestic site · Entry · Source: the site's nginx access logs (aggregated per day)
Latest 26,352Data date 2026-09-217-day Up +531.5%Data points 9
Home / (clean)
Domestic site · Entry · Source: the site's nginx access logs (aggregated per day)
Latest 749Data date 2026-09-217-day Up +63.5%Data points 9
Path-selection events
Domestic site · Deal leads · Source: MySQL lifechain.path_selections
Latest 88Data date 2026-09-197-day Down -93.0%Data points 6
infogap total requests
Overseas site · Entry · Source: the overseas site's nginx access logs (aggregated per day)
Latest 6095Data date 2026-09-217-day Up +86.9%Data points 10
Industry research model (sample: convenience stores)
This layer goes one level deeper than the small chains above: one big curve = the overall momentum of an industry, built by weighting together the 6 link-level life-chain curves of that industry.
Below is the full sample — you can see which links push the big curve, which link is broken, and how the future projection in the dashed segment on the right is calculated.
Why it hasn't been rolled out yet: the research is first completed end to end on one industry (real data, real weights, real gaps, real confidence), and only then extended to the other industries.