Alternative Data API for Hedge Funds
Direct Data-as-a-Service (DaaS) subscriptions streaming verified demographic intent, wealth transfer dynamics, and granular regional consumer vectors across 127,481+ analyzed engagement signals using Real-Time Streaming and a Bi-Encoder GLiNER Architecture.
Data Schema & Taxonomy
Our Zero-PII pipeline processes text through a GLiNER Bi-Encoder and ModernBERT causal decoder, exporting directly to OpenRTB 3.0 / AdCOM formats with ads.cert cryptographic validation. This is the precise schema you will ingest.
Output JSON/CSV Format
{
"id": "93a13eb2-0e9d-4873-a511-a7eba50e213e",
"timestamp": "2026-08-20T23:42:32.052459+00:00",
"anonymized_user_id": "usr_hash_948a",
"item": [
{
"id": "1",
"spec": {
"placement": {
"tagid": "bytesize-intent-stream"
}
}
}
],
"ext": {
"macro_intent": "Purchase Intent",
"sentiment_score": 0.89,
"is_b2b_lead": 0,
"matched_nodes": [
{"node": "FIN.WEALTH", "confidence": 0.94},
{"node": "DEMO.55+", "confidence": 0.88}
],
"schain": {
"complete": 1,
"nodes": [{"asi": "bytesizenetwork.com", "sid": "1889", "hp": 1}]
},
"ads_cert_signature": "eyJhbGciOiJFUzI1NiJ9..."
}
}
Macro-Intent Buckets
- B2B Lead Vendor & agency inquiries
- Purchase Intent Price checking & comparisons
- Product Mention Brand reviews & ownership
- Customer Support Outages & complaints
- General Cultural commentary
Ozarks Executive Brief
Macro demographic intelligence & local consumer intent briefings.
- ✓ Monthly Briefing (PDF & HTML): 127K+ analyzed signals across the Ozarks.
- ✓ 52.8% Verified 55+ Cohort: Baby Boomer & Silent Gen longevity focus.
- ✓ $2.6T Wealth Transfer Vectors: Finance, Real Estate, Auto, Health intent.
- ✓ 100% FTC Privacy Compliant: Zero PII, aggregate statistical vectors.
Regional Audience Matrix
Full CSV/JSON cross-filtered relational matrix for BI & campaigns.
- ✓ Complete Raw Matrix Export: Full CSV and JSON relational downloads.
- ✓ 200+ IAB 1.1 Sub-Segments: Granular INT.*, PI.*, DEMO.*, B2B.* nodes.
- ✓ 7-Market Regional Filtering: Springfield, Chicago, Houston, Indy, LA, NYC.
- ✓ BI Tool Integration: Plug-and-play for Tableau, Power BI, Snowflake.
Real-Time SDA Bidstream
OpenRTB 2.5/3.0 Seller Defined Audiences for DSPs & Exchanges.
- ✓ Real-Time OpenRTB Stream: Sub-5ms webhook/SSE bidstream injection.
- ✓ Zero-Cookie Architecture: Cookie-independent programmatic targeting.
- ✓ Enterprise Key Auth: Dedicated token with 10,000 req/sec SLA.
- ✓ White-Glove Support: Custom taxonomy mapping & DSP routing.
Enterprise Delivery Architecture & Standards
Zero-Cookie Compliance
Our extraction pipeline uses zero-party contextual NLP and differential privacy. Data products contain zero PII, zero device fingerprinting, and zero tracking cookies.
Programmatic SDA Integration
Tier 3 subscribers receive high-throughput Server-Sent Events (SSE) and WebSocket streams delivering IAB 1.1 audience objects compatible with OpenRTB 2.5 / 3.0 ad servers.
Direct Data Warehousing
Tier 2 deliverable matrices map cleanly into Snowflake, BigQuery, and Databricks with standard DDL templates and Tableau / PowerBI connector files included.
Try the Data Before You Buy
We know enterprise data is a serious investment. That’s why we give you a real sample first. Actual rows from our live pipeline, not a sales deck. Verify the schema, test integration with your BI tools, and evaluate data quality before committing to a subscription.
Request Free Sample Data
Trial keys include 100 free API calls. CSV samples contain 10 real, obfuscated rows to verify schema and pipeline integration.
ByteSize Network Audience Intelligence DaaS · Enterprise AdTech & Media Division
Inquiries & Custom Agency Licensing: [email protected]