Patented, privacy-safe behavioral targeting technology that reaches 100% of ad impressions without relying on personal identifiers.
API Access
Est. Price
~$25,000/yr est.
Update Frequency
Daily
Pricing Tiers
1
Regions
1
Quality SignalsB
Freshness
Recently enriched
Complete
75%
API
API Available
Product Intelligence
Value Score
42
quality per $
Coverage
70
geo × freq × depth
Try-ability
0
ease of trial
Product Details
Use Cases
audience targetingdigital advertisingbehavioral prediction
Coverage
Global
Delivery
API
Data Sources
proprietary models
Detected Use Cases
marketing analytics
Pricing Tiers
Vedex estimate
~$25,000/yr est.
SUBSCRIPTIONMEDIUM
Add to Data Room
Get an instant price estimate based on your organization profile — seats, usage rights, and contract term.Estimated ~$25,000/yr est.
Request a sample directly from Dstillery.
Web Authority
High Authority15 mentions·3 platforms
Academic Papers
13 × 8 pts+80
Reddit
1 × 3 pts+3
Blogs & Newsletters
1 × 2 pts+2
Evidence5 sources
Academic Papers
LLM-Powered Agents Unveil Risks in ID-Free ...
by Z Wang · 2024 · Cited by 11 — In this paper, we unveil a critical yet overlooked risk: LLM-powered agents can be strategically deployed to attack ID-free recommenders, stealthily promoting ...Read
Academic Papers
Rethinking ID Effectiveness in Multimodal Collaborative ...
by G Li · 2025 · Cited by 5 — IDFREE replaces ID features with multimodal features and positional encodings to generate semantically meaningful ID-free embeddings. For ID- ...
Academic Papers
Learning ID-free Item Representation with Token Crossing ...
The resulting representations can replace the original ID embeddings and transform the original ID-based multimodal recommender into ID-free ...
Data Dictionary
Expected fields and columns in this data product
About ID-free
ID-free is an alternative data product offered by Dstillery, available on discovery. Data is updated daily. API access is available for programmatic integration. Vedex estimates pricing at roughly $25,000/yr (an estimate, not a vendor-published price).
Patented, privacy-safe behavioral targeting technology that reaches 100% of ad impressions without relying on personal identifiers.
About Dstillery
Dstillery is a data provider vendor based in New York. Dstillery is a leading data intelligence company that provides custom audience solutions for digital advertising, leveraging proprietary machine learning to analyze consumer behavior and deliver high-...