LiveRamp is one of the most established data collaboration platforms in the enterprise market. It offers brands, publishers, and agencies an identity resolution engine, privacy-safe clean rooms, and the world's largest data marketplace, with connections to 500+ global partners and 21,000+ publisher domains.
But as data strategies evolve and privacy demands tighten, enterprises find that a single platform cannot cover every data need. LiveRamp's steep learning curve, enterprise-only pricing, and the pending Publicis Groupe acquisition have pushed many teams to evaluate specialized solutions that fit their requirements more closely.
That's where this guide comes in. We'll explore LiveRamp alternatives that excel where you need them most, whether you're looking to:
Power your B2B sales and marketing with go-to-market intelligence
Replace LiveRamp's identity resolution with an enterprise-scale consumer identity graph enriched by credit bureau data
Activate warehouse-native audiences without a complex enterprise contract
Unify first-party customer data within a GDPR-native European architecture
Run privacy-safe data collaboration inside your existing Snowflake environment
Enforce privacy guarantees through non-movement data architecture
Achieve cryptographically enforced data privacy through confidential computing
This isn't about finding a "better" platform. It's about finding the right fit for your data strategy. Some organizations will use these tools alongside LiveRamp; others might replace it entirely.
The Best LiveRamp Alternatives
Best Alternative for B2B Go-to-Market Intelligence & Data Activation We chose ZoomInfo because it fills the B2B intelligence gap that LiveRamp's consumer-focused platform doesn't address, providing 500M contacts, 100M companies, and an AI-powered GTM Context Graph that reveals not just what happened in a deal, but why. |
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Best Alternative for Enterprise-Scale Consumer Identity Resolution We chose TransUnion TruAudience because its identity graph covers 98% of US adults, enhanced by credit bureau data signals that no adtech-only vendor can replicate. |
Best Alternative for Warehouse-Native Data Activation We chose Hightouch because it activates audiences directly from Snowflake, Databricks, or BigQuery without enterprise contracts or data movement, with match rate improvements comparable to LiveRamp's data onboarding. |
Best Alternative for European Enterprise GDPR-Native Data Activation We chose Zeotap because it was built in Germany under GDPR from day one, offering a no-code CDP with composable warehouse-native deployment and AI-powered audience building. |
Best Alternative for Teams Already on Snowflake We chose Snowflake Data Clean Rooms because it delivers full clean room functionality with no additional vendor contract, no separate subscription, and no data movement outside your existing Snowflake environment. |
Best Alternative for Privacy-First Data Collaboration We chose InfoSum because its patented non-movement architecture ensures raw data never leaves each party's environment, enforced by technology rather than policy. |
Best Alternative for Cryptographically Enforced Data Privacy We chose Decentriq because its confidential computing architecture keeps data encrypted even during active computation, providing mathematical privacy enforcement rather than contractual promises. |
What is LiveRamp?

Source: LiveRamp
LiveRamp is a data collaboration platform and identity resolution layer built for enterprise brands, publishers, agencies, and data platforms. It connects fragmented consumer data across channels, devices, and partners so advertisers can activate audiences, measure campaigns, and collaborate on data without exposing raw PII.
Its key features include:
RampID identity resolution connecting consumer identities across browsers, mobile, CTV, and in-store touchpoints with up to 50% better match rates than competing identifiers
Data Marketplace with 500+ providers and buyers for third-party and second-party audience data
Clean rooms for privacy-safe multi-party data collaboration, recognized as a Leader in the IDC MarketScape 2025
Audience activation to 21,000+ publisher domains, including Disney, Netflix, Spotify, and TikTok
AI orchestration enabling autonomous agent collaboration across partners with governed data access
Multi-cloud interoperability across AWS, Azure, Google Cloud, Snowflake, and Databricks
LiveRamp connects a brand's CRM, the publisher's audience, and the ad platform's targeting engine through a neutral identity layer. Its network spans 10 of the 11 largest streaming platforms, 14 of the 15 largest retail media networks, and 70+ agencies including all six of the largest global agencies.
However, LiveRamp's enterprise-only pricing, complex implementation, and the pending Publicis Groupe acquisition have led many organizations to evaluate alternatives. G2 reviewers note that "learning is difficult with LiveRamp, citing complex setup and terminology that hinder effective usage," and the platform's opaque, consumption-based pricing makes budgeting difficult. That's why we've focused on platforms that address specific use cases where LiveRamp may not be the best fit.
Looking for B2B go-to-market intelligence? ZoomInfo combines 500M contacts, 100M companies, and an AI-powered GTM Context Graph to help your sales and marketing teams find, engage, and win buyers.
How We Curated Our List of LiveRamp Alternatives
After researching LiveRamp and the broader data collaboration market, we focused on tools that address specific enterprise needs. While LiveRamp excels at consumer identity resolution and advertising data activation, organizations often need more specialized solutions for:
Powering B2B sales and marketing with verified contact data and buyer intent signals
Accessing consumer identity resolution with data signals like credit bureau information
Activating warehouse-native audiences without complex enterprise contracts or data movement
Operating within strict GDPR and European data residency requirements from a native architecture
Collaborating on data inside existing Snowflake environments without adding another vendor
Guaranteeing privacy through architectural enforcement rather than policy-based controls
Encrypting data during active computation for regulated-industry compliance
Each tool on this list addresses one of these needs. You might use them alongside LiveRamp or as a standalone replacement, depending on your data strategy.
DISCLAIMER: We aren't covering every single tool! Our focus is on highlighting the best alternatives that address some of LiveRamp's limitations for various use cases. |
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1. ZoomInfo — Best Alternative for B2B Go-to-Market Intelligence & Data Activation

ZoomInfo is an AI-powered go-to-market platform built on the industry's largest B2B data foundation. While LiveRamp helps enterprises connect and activate consumer data for advertising, ZoomInfo addresses a different need: finding, engaging, and winning business buyers. Its key features include:
B2B data: 500M contacts, 100M companies, 135M+ verified phone numbers, 120M direct-dial phone numbers, and 200M+ verified business email addresses
GTM Context Graph: Processes 1.5B+ data points daily, fusing B2B data with CRM records, conversation intelligence, and behavioral signals to reveal not just what happened in a deal, but why it happened
Buyer Intent Data: Tracks signals from 210 million IP-to-Organization pairings and 6 trillion+ new keyword-to-device pairings sourced monthly
Multiple access points: GTM Workspace for sellers, GTM Studio for marketers and RevOps, and APIs and MCP for any third-party tool or AI agent
For enterprises evaluating LiveRamp alternatives, ZoomInfo serves a different but complementary role. LiveRamp resolves consumer identities for advertising activation. ZoomInfo provides the B2B intelligence layer that many of those same enterprises need for sales, account-based marketing, and revenue operations.
Why Choose ZoomInfo for B2B Go-to-Market Intelligence
LiveRamp and ZoomInfo serve different sides of the enterprise data equation. LiveRamp connects consumer data across the advertising ecosystem. ZoomInfo provides verified B2B intelligence that helps teams find and engage business buyers. Here's where ZoomInfo delivers distinct value:
The Largest B2B Data Platform
ZoomInfo operates the largest B2B data platform in the industry. Its dataset spans three dimensions: identity data (who buyers are and how to reach them), company context (firmographics, org charts, and technographics covering 30,000+ technologies across 200+ categories), and signals that reveal when accounts are actively in-market.
The data is verified through a multi-source pipeline backed by 300+ human researchers and achieves up to 95% accuracy on first-party data. In a Fortune 500 competitive RFP analyzing 25 million contacts across vendors, the independent consultant concluded that "no other competitor came even close."

LiveRamp's AbiliTec identity graph excels at consumer-level identity resolution. But it does not provide B2B intelligence: verified direct dials, business email addresses, department org charts, company hierarchies, or technographic profiles. For enterprise teams running outbound sales, account-based marketing, or CRM enrichment, ZoomInfo fills a gap that LiveRamp was never designed to address.
Snowflake uses ZoomInfo for at least one-third of the most critical data features in their Account Propensity Scoring model. Accounts monitored using ZoomInfo-powered scores showed 90% higher opportunity open rates and 2x higher customer conversion rates. (Snowflake)
The GTM Context Graph: Intelligence That Explains Why Deals Move
LiveRamp's intelligence layer connects consumer touchpoints across the advertising ecosystem.
ZoomInfo's GTM Context Graph does something different: it captures the context behind B2B deal progression.

The GTM Context Graph unifies a customer's CRM records, conversation transcripts from Chorus (ZoomInfo's conversation intelligence engine), email threads, and product usage data with ZoomInfo's third-party intelligence. Then it extracts the connections between signals and outcomes. A CRM records that a deal moved to Stage 3. Conversation intelligence captures what the VP of Finance said on the last call. Intent data logs a spike in research activity. The GTM Context Graph reasons across all three to explain why the deal moved and which actions should come next.
This intelligence powers every downstream action: AI-drafted outreach addresses specific concerns raised in conversations, GTM plays target accounts whose signal combinations match actual win patterns, and forecasts weight deals by buying evidence rather than stage labels.
"That combination of our internal CRM data, external signals, and AI that's given all that context has helped us craft very specific account- and persona-based messages. And people have responded to them right away." Seismic attributed 39% of active pipeline to opportunities identified or influenced by ZoomInfo signals and reported 54% productivity gains. (Seismic)
Use It in Any Tool, Any Workflow, Any AI Agent
Both LiveRamp and ZoomInfo recognize that intelligence locked inside a single application loses value. LiveRamp delivers identity resolution through APIs and embedded cloud integrations. ZoomInfo extends this principle across the B2B GTM stack:
GTM Workspace gives sellers a single surface where prioritized accounts, AI-drafted outreach, and deal execution converge without tool-switching
GTM Studio gives marketers and RevOps an AI-powered canvas where audience definition and campaign activation happen in natural language
APIs and MCP expose the same intelligence to any custom agent, internal tool, or partner platform, including Anthropic Claude and ChatGPT
ZoomInfo has added API Access to all relevant plans and launched its MCP server. The same data and signal layer powering ZoomInfo's own products is now accessible to any AI model or custom agent.

"The plug-and-play aspect of the API means I can integrate it very easily into any process and get information at a moment's notice." BDO Canada reported an 87% reduction in time spent on updates to their internal data dashboards. (BDO Canada)
Buyer Intent: Know When Companies Are Actively In-Market
LiveRamp's strength is connecting known audiences to media destinations. ZoomInfo's Buyer Intent Data addresses a different challenge: identifying companies actively researching your solution category before they raise their hand.

ZoomInfo Intent tracks signals from 210 million IP-to-Organization pairings and 6 trillion+ new keyword-to-device pairings sourced monthly.
Guided Intent, exclusive to ZoomInfo, identifies topics historically correlated with deal success rather than requiring manual topic selection.

Combined with WebSights (which resolves anonymous website traffic to companies), ZoomInfo gives teams visibility into buying behavior that consumer-focused platforms like LiveRamp are not designed to capture.

"It's not just the data itself. It's more about the right data at the right time to help us reach out with the right message across that full buyer journey." Redwood Logistics achieved a 99% reduction in CPC and a 310% increase in CTR. (Redwood Logistics)
NOTE: ZoomInfo is recognized as a Gartner MQ Leader for ABM Platforms (2024 & 2025), a Forrester Wave Leader for Intent Data (Q1 2025), and holds 133 No. 1 rankings on G2 across Sales Intelligence, Buyer Intent, Data Quality, and Account Data Management categories. It serves 35,000+ companies worldwide, including Adobe, Microsoft, Snowflake, and Seismic.
ZoomInfo Pricing
ZoomInfo uses a consumption-based pricing model with no publicly listed prices. Pricing scales around seat access, monthly credit volume, features, company size, and contract length.
The platform is organized into three product lines:
Sales plans (Professional, Advanced, Enterprise) for sellers needing contact data, intent signals, and AI-powered outreach
Marketing plans (Marketing Demand, ABM Lite, ABM Enterprise) for teams running account-based marketing and digital advertising
Chorus and Chat as standalone conversation intelligence and website engagement products
Free entry points: ZoomInfo Lite is a permanent free tier (no credit card, no time limit) with access to ZoomInfo's B2B database, 10 monthly export credits, individual and company searches, the Chrome extension, and HubSpot integration.

A separate 7-day free trial provides broader access to core platform features including intent signals and advanced search.
Credits are consumed only when exporting data out of the platform. Searching and viewing data within ZoomInfo does not consume credits.
Who Should Use ZoomInfo?
Choose ZoomInfo if:
Your organization runs B2B sales and marketing alongside consumer advertising, and you need verified contact and company data to fuel prospecting, account-based marketing, and CRM enrichment (capabilities LiveRamp's consumer-focused platform does not provide).
Your sales team needs to know who to contact, when to engage, and what to say, with AI-powered intelligence that reasons across CRM, conversations, and market signals to surface next steps for every deal.
You want to power internal tools, custom agents, or third-party platforms with B2B intelligence through APIs and MCP, extending your data infrastructure into the B2B domain without application lock-in.
Need B2B intelligence to complement your data strategy? Start with ZoomInfo Lite for free, or request a demo to see how the GTM Context Graph works in practice.
2. TransUnion TruAudience — Best Alternative for Enterprise-Scale Consumer Identity Resolution

Source: TransUnion TruAudience
TransUnion TruAudience is a marketing data and analytics platform that replicates LiveRamp's core identity resolution and data marketplace capabilities at comparable scale. It also adds an advantage no adtech-only vendor can match: direct access to TransUnion's credit bureau data as an audience targeting signal. Its key capabilities include:
Identity graph covering 98% of US adults across 250M+ adults and 125M+ households, with a 99.5% persistency rate
Credit bureau data signals including income ranges, credit scores, and insurance shopping activity as audience inputs unavailable through LiveRamp
TruAudience Data Marketplace with 130,000+ pre-built audience segments from 50+ providers
Snowflake-native identity resolution via the Transfer-less Identity Resolution Native App that runs inside the customer's own Snowflake environment
Why Choose TransUnion TruAudience Over LiveRamp for Consumer Identity Resolution
TransUnion TruAudience stands out in the following areas:
Credit Bureau Data as a Native Audience Signal
TransUnion is one of three major US credit reporting agencies, giving TruAudience access to credit scores, financial resilience indicators, and debt load as audience targeting attributes. These data categories are unavailable from LiveRamp's Data Marketplace or any adtech-only vendor. For financial services, insurance, and automotive marketers, this directly impacts targeting precision and campaign outcomes.
Snowflake-Native Identity Resolution Without Data Movement
LiveRamp offers cloud-embedded identity resolution across multiple platforms. TruAudience's Transfer-less Identity Resolution Snowflake Native App goes further: the entire identity resolution process runs inside the customer's own Snowflake environment using built-in ML for match rate optimization, with no data leaving the client's account. TransUnion's Snowflake Product Partner of the Year for Media & Entertainment (2026) validates this as a core product priority.
Exclusive YouTube Multi-Touch Attribution and Gartner-Validated Measurement
As of mid-2026, TransUnion is the only MTA provider integrated with YouTube, the world's largest video advertising platform. The measurement suite has been named a Gartner MQ Leader for MMM in both 2024 and 2025, with Gartner citing rapid model deployment, actionable visualizations, and strong in-housing support.

Source: TransUnion TruAudience
NOTE: We also evaluated identity resolution alternatives such as Acxiom and Epsilon. While Acxiom has deep offline consumer data assets and Epsilon bundles identity capabilities inside its agency-facing stack, TransUnion TruAudience offers the most transparent standalone packaging for enterprise brands evaluating a direct LiveRamp alternative, with documented breadth across identity, measurement, audiences, and activation, plus credit bureau data access.
TransUnion TruAudience Pricing
TruAudience does not publish pricing publicly. All access is enterprise-only and requires direct engagement with TransUnion's sales team. No self-serve tier, trial offering, or rate card exists in the public record. The platform is structured as a modular suite (Identity, Audiences, Analytics, and Activation), and pricing varies based on data usage volume, activation scale, and module selection. Contact TransUnion directly for commercial terms.
Who Should Use TransUnion TruAudience?
Choose TransUnion TruAudience if:
You operate in financial services, insurance, or automotive and need credit-informed audience signals (income ranges, credit scores, financial resilience) unavailable from standard data marketplace providers or LiveRamp's partner network.
Your marketing data team runs on Snowflake and needs identity resolution to execute entirely inside your own Snowflake environment without data egress, eliminating IT and legal friction from transmitting PII to a third-party vendor.
You have significant YouTube advertising spend and need to attribute it on consistent, people-based terms alongside other channels using the only currently available YouTube MTA integration.
3. Hightouch — Best Alternative for Warehouse-Native Data Activation Without an Enterprise Contract

Source: Hightouch
Hightouch is a warehouse-native customer data platform that delivers LiveRamp-style audience activation for teams with data in Snowflake, Databricks, BigQuery, or Redshift, without the implementation complexity or enterprise-contract minimums that LiveRamp requires. Its key capabilities include:
Composable CDP architecture that reads directly from the customer's existing data warehouse without copying or storing data in a proprietary system
Match Booster identity enrichment, lifting ad audience match rates +48% on Facebook, +35% on TikTok, and +24% on LinkedIn
250+ pre-built destination connectors covering Google Ads, Meta, Salesforce, HubSpot, The Trade Desk, and more
Free plan with paid plans starting at $350/month, eliminating LiveRamp's enterprise-contract-only barrier
Why Choose Hightouch Over LiveRamp for Warehouse-Native Activation
Hightouch stands out in the following areas:
Self-Serve Access and Clear Pricing
LiveRamp's pricing is entirely consumption-based and quote-driven, with no self-serve tier or public pricing. Hightouch inverts this with a permanently free plan offering 2 active syncs per month, unlimited destinations, and unlimited user seats. The Pro plan starts at $350/month. A team can go from zero to syncing warehouse data to ad platforms within hours, without a legal review or a contract signature.
Warehouse-Native Architecture Eliminates Data Movement
LiveRamp's core model requires uploading data, matching it against AbiliTec, resolving it to RampIDs, and distributing it to destinations.
Hightouch's Composable CDP architecture never copies customer data. It queries the warehouse directly, processes syncs through ephemeral workers, and delivers results to destinations with zero bytes stored in Hightouch's infrastructure. The warehouse remains the single source of truth.

Source: Hightouch
Match Booster Delivers Comparable Match Rate Improvement
LiveRamp claims up to 50% better match rates through its data onboarding process, bundled with the full enterprise contract. Hightouch's Match Booster delivers comparable results as a single toggle in the audience builder. When activated, it appends third-party identity signals to customer records in-flight during sync, with no separate contract and no PII transfer to a third-party system.
NOTE: We also evaluated Segment (Twilio) and mParticle. While Segment excels at event collection and data pipeline infrastructure, it doesn't replicate the match rate improvement or warehouse-native activation that make Hightouch a direct LiveRamp alternative. mParticle is a strong mobile-first CDP but heavier on implementation. Hightouch offers the most direct warehouse-native path to LiveRamp-comparable audience activation for teams that already have data in a modern cloud warehouse.
Hightouch Pricing
Hightouch offers transparent, tiered pricing:
Free: Permanently free, 2 active syncs/month, unlimited destinations, unlimited seats, hourly sync frequency
Pro: Starts at approximately $350/month, up to 10 active syncs/month, self-serve with no annual contract
Business: Quote-based, modular (purchase only the CDP modules needed), includes dedicated CSM, SOC 2 Type 2, ISO 27001, and HIPAA compliance
AI Decisioning: Quote-based, usage-based pricing per monthly personalized actions
Who Should Use Hightouch?
Choose Hightouch if:
Your team has customer data in a modern cloud warehouse (Snowflake, Databricks, BigQuery, Redshift) and wants to activate it across paid media and marketing tools without rebuilding it inside a separate CDP or LiveRamp's data onboarding workflow.
You need match rate improvement comparable to LiveRamp's data onboarding, accessible as a one-click toggle rather than an enterprise contract with PII transfer to a third-party system.
You are at growth stage or mid-market and cannot justify LiveRamp's enterprise-contract-only model but need more activation capability than a basic data pipeline provides.
4. Zeotap — Best Alternative for European Enterprise GDPR-Native Data Activation

Source: Zeotap
Zeotap is a Customer Data Platform built for large enterprise brands that need to unify first-party consumer data, resolve identity across channels, and activate audiences, all within a GDPR-compliant, European-native architecture. Its key capabilities include:
Unified customer view (the "Golden Record") merging CRM, eCommerce, mobile, in-store POS, and loyalty data into a single, deduplicated customer profile
ZeoAI with an "Ada" AI assistant that accepts plain-language segment descriptions and converts them into executable audience conditions
InfraFlex offering both packaged SaaS and composable warehouse-native deployment with full feature parity between both options
Snowflake Native App running the full CDP inside the customer's own Snowflake account via Snowpark Container Services
Why Choose Zeotap Over LiveRamp for European Enterprise Data Activation
Zeotap stands out in the following areas:
GDPR-Native Architecture Built in Germany
LiveRamp was built as US adtech infrastructure with European compliance layers added over time. Zeotap was built in Germany under GDPR from the start, meaning its data model was designed around consent, purpose limitation, and data residency before the platform processed its first record. The Consent Orchestration layer automatically reflects consent choices throughout the customer journey. Its compliance portfolio includes GDPR, ePrivacy, SOC 2, ISO 27001, ISO 27701, CSA STAR, and HIPAA. ISO 27701 (the international privacy information management standard) is relatively rare among CDPs.
No-Code, Marketer-Operated Activation
While G2 reviewers consistently flag LiveRamp's complex setup and proprietary terminology, Zeotap's drag-and-drop audience builder, AI-powered segment creation, and out-of-the-box predictive models are designed for marketing teams without engineering support. The ZeoAI automation layer delivers a documented 86% reduction in setup time via AI Catalogue Mapping and cuts deployment time by 3x versus best-of-suite CDPs.
Zero-Copy Composable Architecture
Zeotap's Snowflake Native App deploys the full CDP (identity resolution, segmentation, journey orchestration, and activation to 250+ destinations) as containers running inside the customer's own Snowflake account. Data never crosses a vendor boundary. The app is available on the Snowflake Marketplace and can be purchased against committed Snowflake spend, reducing procurement friction.

Source: Zeotap
NOTE: We also evaluated BlueConic and mParticle. While BlueConic excels at CDP-driven personalisation for B2C brands using a people-based profile system and mParticle is strong for mobile-first engineering teams, Zeotap offers the most direct LiveRamp-comparable architecture for teams needing consumer identity resolution, audience enrichment, and media activation within a GDPR-native framework.
Zeotap Pricing
Zeotap does not publish pricing publicly. All access is quote-based through a sales consultation. Commercial terms vary across deployment options: Packaged SaaS, Composable warehouse-native, Client-Hosted, and hybrid configurations. The Snowflake Native App on the Snowflake Marketplace is the one procurement path that bypasses a separate direct vendor contract.
Who Should Use Zeotap?
Choose Zeotap if:
Your organization is a large European enterprise in retail, telecoms, financial services, or media with first-party consumer data siloed across multiple systems that need to be unified for paid media activation and personalization.
GDPR compliance and data residency are architectural requirements (not checkbox items) and your data cannot leave a regulated perimeter.
Your marketing team needs to build and activate audiences without depending on a data engineering team, using AI-powered tools that reduce setup time by up to 86%.
5. Snowflake Data Clean Rooms — Best Alternative for Teams Already on Snowflake

Source: Snowflake Data Clean Rooms
Snowflake Data Clean Rooms is a native collaboration product built directly into the Snowflake Data Cloud. For organizations whose data warehouse already runs on Snowflake, it is the only LiveRamp alternative that requires no additional vendor contract, no separate SaaS subscription, and no data movement outside infrastructure you already control. Its key capabilities include:
Native clean room environment inside Snowflake where raw data never crosses account boundaries
Pre-built analysis templates covering audience overlap, optimal frequency, incrementality, last-touch attribution, lookalike modeling, and inventory forecasting
Direct activation connectors to Google Ads, DV360-PAIR, LiveRamp, Meta Ads Manager, The Trade Desk, and Yahoo DSP
Differential privacy with configurable epsilon values and daily privacy budgets
Why Choose Snowflake Data Clean Rooms Over LiveRamp for Clean Room Collaboration
Snowflake Data Clean Rooms stands out in the following areas:
No Separate Enterprise Contract or Additional Platform Fee
LiveRamp requires its own enterprise agreement, procurement process, and annual commitment, with pricing structured around LiveRamp Units, Records Under Management, or a token-based model. Snowflake Data Clean Rooms is available as a free native application on Snowflake Marketplace. All costs are denominated in standard Snowflake credits. The infrastructure a team already pays for becomes the clean room infrastructure.
Platform Neutrality
LiveRamp's neutrality claim is now complicated by the Publicis Groupe acquisition announced in May 2026. Snowflake does not sell identity data, does not own an ad business, and has no agency affiliation. The IDC MarketScape 2025 cited Snowflake's "neutral and agnostic platform approach" as a key differentiator, granting it Leader status alongside LiveRamp.
Zero-Copy Architecture Inside Existing Infrastructure
Analyses run inside each collaborator's own Snowflake account. The provider's data never physically leaves their environment, and only aggregated or policy-filtered results are shared. For cross-cloud collaboration, Cross-Cloud Auto-Fulfillment handles replication automatically. Snowflake's own governance, audit controls, and compliance certifications apply to clean room operations natively.

Source: Snowflake Data Clean Rooms
NOTE: We also evaluated InfoSum and Habu (now part of LiveRamp). While InfoSum offers a cloud-neutral clean room that doesn't require Snowflake on either side, Snowflake Data Clean Rooms offers the most direct collaboration for teams already standardized on Snowflake, with a growing publisher ecosystem including Netflix, Disney, NBCUniversal, Snap, Roku, Samsung Ads, and Instacart.
Snowflake Data Clean Rooms Pricing
The clean room application is free to install from Snowflake Marketplace. Costs are standard Snowflake compute and storage credits billed against the team's existing account. Creating clean rooms or contributing data requires Snowflake Enterprise Edition or higher. Collaborators who only run approved templates need Standard Edition. Partners without a Snowflake subscription can participate via managed accounts.
Who Should Use Snowflake Data Clean Rooms?
Choose Snowflake Data Clean Rooms if:
Your organization already runs its data warehouse on Snowflake and wants clean room functionality without adding another vendor, another contract renewal cycle, or another integration layer.
Platform neutrality is a procurement or governance requirement, especially given LiveRamp's pending Publicis acquisition and the questions that raises for competitors and partners.
Your compliance posture requires operations to stay within your certified cloud environment, where Snowflake's SOC 2, ISO 27001, PCI DSS 4.0, HITRUST, and FedRAMP certifications apply natively.
6. InfoSum — Best Alternative for Privacy-First Data Collaboration

Source: InfoSum
InfoSum is a data clean room and decentralized collaboration platform that replaces LiveRamp's policy-based privacy controls with a patented architecture in which raw data never leaves the data owner's environment. Its key capabilities include:
Patented non-movement-of-data technology enforced through isolated cloud-native Bunker instances per participant
Differential privacy at every output layer with redaction thresholds, rounding, and noise injection applied by default
Beacons: cross-cloud collaboration environments deployed directly within each party's own AWS, Google Cloud, or Azure tenant
Private Path: secure individual-record-level intelligence exchange using synthetic, irreversible identifiers
Why Choose InfoSum Over LiveRamp for Privacy-First Data Collaboration
InfoSum stands out in the following areas:
Non-Movement Architecture as a Structural Guarantee
LiveRamp's privacy controls are policy-based: access rules, consent strings, and governance frameworks govern how data is used. If controls are misconfigured, the architecture itself does not prevent exposure. Under InfoSum's patented non-movement architecture, each company's data stays in its own isolated Bunker. When companies collaborate, Bunkers connect through a decentralized mathematical model using private-set intersection. The intersection is calculated; raw records never move. WPP's acquisition of InfoSum in April 2025 specifically cited "pioneering technology that is not available anywhere else in the market today" as the rationale.
Beacons: Collaboration That Deploys Into Your Own Cloud
LiveRamp's clean room is SaaS-managed infrastructure that data connects to.
InfoSum's Beacons product, launched November 2025, deploys collaboration infrastructure directly within each data owner's cloud environment (AWS via Nitro Enclaves, Google Cloud, or Azure).

Source: InfoSum
The technology comes to the data, eliminating the risk of data being accessible to an external platform. Beacons also introduce vector-based matching, replacing identifier-dependent matching with mathematical embeddings of behavioral and contextual signals.
Unlimited Multi-Party Collaboration
LiveRamp's architecture was designed around bilateral relationships. InfoSum's Bunker model scales to unlimited participants in a single Private Data Network: any number of brands, media owners, data providers, and retailers can connect simultaneously without any party holding a central copy. For commerce media operators building ecosystems connecting multiple brands, retailers, and publishers, this scales naturally rather than requiring renegotiation.
NOTE: We also evaluated Habu (now part of LiveRamp) and Decentriq. While Habu/LiveRamp excels at network breadth and identity resolution at scale, and Decentriq offers confidential computing as a technically distinct cryptographic approach, InfoSum offers the strongest combination of non-movement architecture, marketer-accessible tooling, and WPP-validated enterprise deployment for teams whose compliance requirements rule out any external data movement.
InfoSum Pricing
InfoSum operates an entirely enterprise, quote-based commercial model. No self-serve tier, freemium plan, or published price list exists. All four products (Beacons, Data Collaboration Platform, Private Path, and Secure Data Clean Room) are sold through a sales-qualified process via the demo request form. Pricing depends on data volume, number of collaboration partners, cloud environment, and use-case scope.
Who Should Use InfoSum?
Choose InfoSum if:
You hold large first-party datasets (CRM, purchase transaction, subscriber, or loyalty data) and need to extract value through external partnerships without legally or technically transferring the data, and LiveRamp's policy-based governance does not satisfy your legal or compliance team.
You are a media owner, broadcaster, or commerce media operator whose partnerships require multi-party collaboration with unlimited simultaneous participants, not just bilateral data shares.
Your organization is part of the WPP ecosystem, since InfoSum is now the data collaboration layer inside WPP Open and GroupM, providing integration with WPP's global media operations.
7. Decentriq — Best Alternative for Cryptographically Enforced Data Privacy

Source: Decentriq
Decentriq is a Swiss confidential computing clean room platform that lets organizations collaborate on first-party data without any party (including Decentriq itself) ever seeing the raw data. Its key capabilities include:
Hardware-enforced encryption using AMD SEV-SNP trusted execution environments, keeping data encrypted even during active computation
Production-scale ML model training inside confidential enclaves (Decentriq v3, 2026)
Collaborative Audience Platform (CAP) unifying DMP, CDP, and clean room functions for cookieless audience targeting, enrichment, and measurement
G2-recognized "Easiest To Do Business With" clean room, with a no-code marketing interface alongside full Python/SQL/R support
Why Choose Decentriq Over LiveRamp for Cryptographic Privacy
Decentriq stands out in the following areas:
Mathematically Enforced Privacy, Not Contractually Promised
LiveRamp's clean room protects data through access controls, contractual commitments, and software-level separation. Decentriq solves this at the hardware level. Its confidential computing architecture runs computation inside hardware-isolated trusted execution environments (TEEs). Data is encrypted not just at rest and in transit, but during active computation.

Source: Decentriq
The cloud administrator and Decentriq's own team have zero access. Before any data is uploaded, collaborating parties can independently verify (using cryptographic attestation) that only authorized code runs inside the enclave. As Decentriq puts it: "We don't just ask for your trust, our technology mathematically enforces it."
Platform Independence
With LiveRamp's neutrality complicated by the Publicis acquisition, Decentriq is independent, not owned by an agency, publisher, or cloud provider. Publicis Groupe itself named Decentriq a key European partner for AI-driven data collaboration in January 2026, four months before announcing the LiveRamp acquisition, specifically because a neutral confidential computing layer was required.
Faster Deployment for New Collaborations
Decentriq earned G2's "Easiest To Do Business With" recognition in Spring 2026, based on verified user reviews highlighting quick setup, responsive support, and an intuitive interface. For organizations standing up their first clean room collaboration, Decentriq's guided onboarding and no-code interface reduce time to first collaboration compared to LiveRamp's steeper learning curve.
NOTE: We also evaluated AWS Clean Rooms and Snowflake Data Clean Rooms. While AWS Clean Rooms offers broad cloud-native infrastructure for enterprise data teams and Snowflake DCR integrates tightly with the Snowflake ecosystem, Decentriq offers the strongest cryptographic privacy guarantee and the strongest compliance positioning for organizations in regulated industries or European privacy-law contexts where cloud-provider-operated clean rooms may raise concerns.
Decentriq Pricing
Decentriq does not publish pricing publicly. All access is through a "Request a Demo" sales process. Contracts cover either or both products: Data Clean Rooms and the Collaborative Audience Platform (CAP). The platform is governed by Swiss law (Zurich jurisdiction), and standard contracts include a Data Processing Agreement. Evaluation access is invitation-only, gated through the sales process.
Who Should Use Decentriq?
Choose Decentriq if:
Your organization operates in healthcare, pharmaceuticals, financial services, or defense, where regulations make policy-based clean room architectures legally insufficient and you need cryptographic proof that raw data never left your control during a collaboration.
You are a European brand, publisher, or retailer building first-party data partnerships and need a GDPR-native, Swiss-domiciled platform with data residency enforced at the infrastructure level.
The Publicis acquisition of LiveRamp concerns your procurement or legal team, and you need a provably independent clean room infrastructure for the duration of your contract.
The Final Verdict
LiveRamp excels as a data collaboration network for consumer identity resolution and advertising activation, but enterprises often need specialized solutions for specific data use cases. Here are the best alternatives:
ZoomInfo for B2B go-to-market intelligence, verified contact data, buyer intent signals, and AI-powered GTM execution
TransUnion TruAudience for enterprise-scale consumer identity resolution with credit bureau data signals and Gartner-validated measurement
Hightouch for warehouse-native audience activation with clear pricing and no enterprise-contract requirement
Zeotap for European enterprises needing GDPR-native first-party data unification and AI-powered audience activation
Snowflake Data Clean Rooms for teams already on Snowflake who want full clean room functionality without a separate vendor or contract
InfoSum for privacy guarantees through patented non-movement data architecture and unlimited multi-party collaboration
Decentriq for cryptographically enforced data privacy via confidential computing in regulated industries
Many organizations use these tools alongside LiveRamp rather than replacing it entirely. LiveRamp's network breadth and identity infrastructure remain valuable for consumer advertising activation; the alternatives here address use cases where a more specialized, more accessible, or architecturally different solution fits better. Consider your data strategy, compliance requirements, and team capabilities when deciding which solution works best.
Need B2B intelligence to complement your data strategy? ZoomInfo combines 500M contacts, 100M companies, and an AI-powered GTM Context Graph to help your sales and marketing teams find, engage, and win buyers. Start with ZoomInfo Lite for free or request a demo today.
LiveRamp Alternatives FAQ
Why do businesses look for LiveRamp alternatives?
LiveRamp's main limitations include a steep learning curve and complex implementation that often requires external consulting, enterprise-only pricing with no self-serve option or published rates, limited native analytics and reporting, and platform performance concerns flagged in user reviews. The pending Publicis Groupe acquisition has also raised questions about long-term platform neutrality for organizations that work across competing agency groups.
What is the best overall LiveRamp alternative?
There is no single best alternative because LiveRamp covers multiple functions: identity resolution, clean rooms, data marketplace, and audience activation. TransUnion TruAudience is the strongest option for consumer identity resolution with credit bureau data, Hightouch leads for warehouse-native audience activation with clear pricing, and Snowflake Data Clean Rooms is the most direct choice for clean room collaboration if your team already runs on Snowflake.
Is there a free LiveRamp alternative?
Hightouch offers a permanently free plan with 2 active syncs per month, unlimited destinations, and unlimited seats. Snowflake Data Clean Rooms is free to install from Snowflake Marketplace, with costs running entirely on existing Snowflake compute credits. ZoomInfo Lite provides a permanent free tier for B2B intelligence with 10 monthly export credits, search access, and a Chrome extension.
Which LiveRamp alternative is best for European enterprises?
Zeotap is the strongest option for European enterprises. It was built in Germany under GDPR from the start, with consent management embedded directly into the data model. It holds ISO 27701 certification (the international privacy information management standard) and offers a Snowflake Native App that keeps all data inside the customer's compliance perimeter. Decentriq, based in Switzerland, adds cryptographic privacy enforcement for regulated European organizations.
How does the Publicis acquisition affect LiveRamp's neutrality?
Publicis committed that "no current or prospective customer will be prohibited from accessing, or restricted in using" LiveRamp's services. However, ownership by one of the world's largest agency holding companies creates conflict-of-interest concerns for publishers, brands, and agencies working across multiple holding groups. Snowflake Data Clean Rooms, InfoSum, and Decentriq each offer independent alternatives with no agency or media ownership ties.
Which alternative is best for teams already using Snowflake?
Snowflake Data Clean Rooms is the most direct option, requiring no additional vendor contract and running analyses inside each party's existing Snowflake account. TransUnion TruAudience and Zeotap also offer Snowflake-native capabilities through dedicated apps on the Snowflake Marketplace. Hightouch's Composable CDP reads directly from Snowflake as its data source.
Can ZoomInfo replace LiveRamp?
ZoomInfo and LiveRamp serve different purposes. LiveRamp is consumer data collaboration infrastructure for advertising activation. ZoomInfo is a B2B go-to-market intelligence platform for finding and engaging business buyers. They are complementary, not competitive. Organizations that need both consumer advertising data collaboration and B2B sales intelligence benefit from using both platforms.
Which alternative offers the strongest privacy guarantees?
Decentriq provides the strongest privacy guarantees through hardware-enforced confidential computing, where data remains encrypted even during active computation. InfoSum offers the strongest architectural privacy through its patented non-movement model, where raw data never leaves each party's environment. Both go beyond LiveRamp's policy-based privacy controls with structural or cryptographic enforcement that does not depend on correct configuration or contractual compliance.

