Selected topic
Pre-IPO / RWA competitors
Sources can map to multiple topics. Sync dedupes by URL, canonical title, and content hash.
Sources8enabled 7
New items34last 24h
Deduped19same topic
Failures1needs action
Median confidence0.88LLM output
Last sync12mago
Information sources
Topic scope: PreStocks, Tessera, Jarsy, DeShare, msX, CEX pre-market, HIP-3 perps.
| Source | Type | Topics | Dedupe key | Sync | Status | Action |
|---|---|---|---|---|---|---|
|
msX / Maitong
https://msx.com/
|
Website |
pre_ipo_rwa
launchpad
|
url+title+hash | 12m · 5 raw · 2 new | enabled |
|
|
Jarsy Markets
api.jarsy.com + market pages
|
API |
pre_ipo_rwa
market_data
|
assetId+url | 18m · 37 raw · 6 new | enabled |
|
|
PreStocks
products + X announcements
|
Website |
pre_ipo_rwa
rwa_market
|
canonicalUrl+hash | 26m · 14 raw · 3 new | review |
|
|
DeShare
DigiFT related pages + X
|
Website |
pre_ipo_rwa
rwa_market
|
issuer+asset+url | 43m · 9 raw · 1 new | enabled |
|
|
Ventuals / HIP-3
pre-IPO perpetual markets
|
Website |
pre_ipo_rwa
hyperliquid
|
market+symbol+ts | 1h · 11 raw · 4 new | enabled |
|
|
Tessera
site + terms + X
|
Website |
pre_ipo_rwa
|
url+hash | 2h · 0 raw · 0 new | failing |
|
Run audit
Source-level status, retained with run record.
08:00
Topic sync completed
partial
8 sources · 76 raw · 34 new · 19 deduped
07:42
Tessera fetch failed
error
HTTP 403 · retry in next scheduled run
07:35
msX manual sync
ok
5 raw · 2 new · 1 duplicate
Data relationship
Many-to-many source mapping
Source to topics
One source can feed Pre-IPO / RWA, Launchpad competitors, Hyperliquid ecosystem, and Market Data at once.
Sync by topic
When syncing one topic, write new items once, then attach topic links in D1 `item_topics`.
Actions
Pause stops scheduled fetch. Sync runs one source now. Delete disables future fetch and keeps historical items.