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SHOPSPY INTELLIGENCE ENGINE
7
SOURCES
27
SIGNAL TYPES
35,200+
SIGNALS PROCESSED
112,000+
SNAPSHOTS ANALYSED
workflow / intelligence_engine.v1·nodes: 18·connections: 17refresh cadence: 6h · 12h · 24h
01 · SOURCES
02 · INGESTION
03 · PROCESSING
04 · ROUTER
05 · OUTPUTS
JSONSH
Shopify endpoints
Pricing, catalog & inventory feeds
JSONMA
Meta Ad Library
Ad spend & campaign launches
CSVPJ
Panjiva customs
Import shipments by HS code
XMLUP
USPTO trademarks
Brand & category filings
XMLPC
PACER court system
Federal litigation filings
PROBEDN
DNS · WHOIS · pixel
Infrastructure & analytics probes
JSONBS
Brand search trends
Branded-query volume vs. baseline
every 6h⟳
High-frequency fetcher
Polling on a fast schedule
every 24h⟳
Daily fetcher
Rate-limited daily polling
every 12h⟳
Probe daemon
DNS, TLS & pixel diff checks
⌬
Cross-source aggregator
Merge, dedupe & normalise timestamps
◔
Pattern detection
Sequence, cadence & anomaly windows
⊕
Significance scoring
Weight each event 0.00 – 1.00
◈
Archetype matcher
Classify the competitor archetype
⤳
Urgency router
Branch by score, archetype & store size
→
Prediction
What's likely to happen next
→
Your Playbook
What to do, calibrated to you
→
Response model
How the competitor will counter
Every signal is weighted 0.0–1.0 by predictive significance · Every prediction is confidence-scored · Every recommendation is urgency-rated
CRITICALHIGHMEDIUMMONITOR
SIGNAL CATALOGUE · COMPLETE

All 27 signal types · ranked by predictive significance

Pulled from 7 authoritative public sources. Each signal carries a 0.00–1.00 weight that the router uses to branch by urgency.

SOURCES7
SIGNAL TYPES27
SCORE RANGE0.30 – 0.90
UPDATEDcontinuously
SH
Shopify endpoints
Direct from /products.json & inventory feeds
14
price_drop ≥ 15%0.75
price_drop · 8 – 15 %0.50
sale_started0.70
sale_ended0.60
product_launch0.80
product_removal0.50
variant_added0.60
variant_removed0.55
collection_created0.70
blog_published0.55
inventory_level_exact0.85
inventory_stress_detected0.80
stock_out0.45
restock0.30
MA
Meta Ad Library
Spend bursts and creative launches
2
ad_meta_burst0.85
ad_meta_launch0.80
BS
Brand search trends
Branded-query volume vs. baseline
1
brand_search_spike0.70
DN
DNS · WHOIS · pixel
Infrastructure & analytics fingerprints
4
subdomain_registered0.75
dns_mx_changed0.65
analytics_pixel_added0.65
theme_hash_changed0.60
PJ
Panjiva customs
Import-shipment manifests · HS codes
4
panjiva_import · major_launch0.80
panjiva_import · restocking0.70
panjiva_import · category_expansion0.65
panjiva_import · standard0.50
UP
USPTO trademarks
Federal trademark application filings
1
trademark_filed0.85
PC
PACER court system
Federal litigation index
1
pacer_legal_filing0.90
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