Signal Intelligence Platform

Monitor the
social pulse of the web.

Track, normalize, and score content across every major platform — from a single unified intelligence layer.

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socia-research · pipeline.runner · live
Sources Active
0
+3 this week
Items Collected
0
+284 today
Keywords Tracked
0
+12 added
Platforms
0
All connected

Platform Coverage

8 / 8 operational
𝕏 Twitter/X 4,821
▶ YouTube 1,204
✔ Telegram 3,156
f Facebook 892
◯ Instagram 1,543
♫ TikTok 684
◈ RSS / Web 312
@ Threads 235

Recent Intelligence

Updated 2 min ago
Active Keywords 183 total
telegram mini app
product · contains
847
TON wallet
crypto · exact
623
social poker
gaming · contains
412
liveops
product · contains
298
Telegram Stars
payments · exact
187
Volume by Platform today
Twitter
78%
Telegram
65%
Instagram
52%
YouTube
41%
TikTok
28%

Processing Pipeline

4 stages · async
01 ·
Fetch & Normalize
Connectors fetch raw items; pipeline normalizes to unified ContentItem schema.
12,847
items total
02 ·
Deduplicate
SHA-256 URL hash deduplication eliminates cross-source duplicates automatically.
99.2%
dedup accuracy
03 ·
Tag & Classify
Keyword matching against active keyword library with category assignment.
183
active keywords
04 ·
Score & Rank
Engagement snapshot scored with recency weighting. Items ranked by relevance signal.
0–100
score range