Amperity 
Treasure AI Amperity vs Treasure AI
A side-by-side Identity Resolution comparison of Amperity and Treasure AI — capability coverage, pricing, and stack fit, with every recorded cell citing the vendors' own documentation. No referral fees; the data is ours.
Catalog verdict
Overlapping — These overlap, and plenty of teams deliberately run both.
Both are used as customer data platforms with identity resolution, unified profiles, segmentation and activation, but Treasure Data leans more into real-time APIs and orchestration while Amperity is often bought primarily for identity/unification strength.
Drafted by an AI model and accepted into the catalog; overlap verdicts are not all checked by hand.
Switching is a project, not a swap. A judgement, not computed from the capability data.
Capability comparison
17on one record only
31on both
| Capability | Amperity | Treasure AI | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| On one record only 17 | ||||||||||||||||||||
| Agent Builder / Orchestration | Not offered Agent Builder / OrchestrationNot offered Reference index checked for an Amperity agent-builder or multi-agent orchestration module; none is listed. docs.amperity.com/reference/index.html ↗ Checked · 6 of 6 passes | Core Agent Builder / OrchestrationCore AI Agent Foundry for building and managing AI agents docs.treasure.ai/products/customer-data-platform/… ↗ 15 Sept 2026 · AI-evaluated | ||||||||||||||||||
| Agentic CDP / Autonomous Orchestration | Not offered Agentic CDP / Autonomous OrchestrationNot offered AmpAI assistants require user interaction and are not documented as autonomous CDP orchestration. docs.amperity.com/reference/assistant.html ↗ Checked · 6 of 6 passes | Core Agentic CDP / Autonomous OrchestrationCore AI agent executes CDP queries, segments, journeys, and activations docs.treasure.ai/products/ai-studio/chat ↗ 15 Sept 2026 · AI-evaluated | ||||||||||||||||||
| Data Marketplace | Core Data MarketplaceCore Audience monetization packages first-party audiences for The Trade Desk Data Marketplace. docs.amperity.com/operator/monetize_the_trade_desk… ↗ 15 Sept 2026 · AI-evaluated | Not offered Data MarketplaceNot offered Integrations and data exchange are documented, but no governed audience-data marketplace is documented docs.treasure.ai/int ↗ Checked · 9 of 9 passes | ||||||||||||||||||
| Data Transformation | Core Data TransformationCore Custom domain tables transform source data using Spark SQL. docs.amperity.com/operator/custom_domain_tables.ht… ↗ 15 Sept 2026 · AI-evaluated | — | ||||||||||||||||||
| Decisioning Engine (Next Best Action) | Core Decisioning Engine (Next Best Action)Core Intelligence and Decisioning provides recommended actions and next-best actions. amperity.com/platform/ai ↗ 15 Sept 2026 · AI-evaluated | — | ||||||||||||||||||
| AI Send-time / Channel Optimization | Not offered AI Send-time / Channel OptimizationNot offered Paid Media Measurement & Optimization was checked for send-time, channel, and frequency optimization; those capabilities are not documented. docs.amperity.com/reference/index.html ↗ Checked · 6 of 6 passes | Supported AI Send-time / Channel OptimizationSupported Optimize Timing docs.treasure.ai/products/marketing-cloud/engage-… ↗ 15 Sept 2026 · AI-evaluated | ||||||||||||||||||
| Consent Management (CMP) | Not offered Consent Management (CMP)Not offered Consumer privacy documentation was checked for cookie banners, consent collection, and CMP functionality; none is documented. docs.amperity.com/reference/grid_privacy.html ↗ Checked · 6 of 6 passes | Supported Consent Management (CMP)Supported Consent management APIs with banner and webform examples docs.treasure.ai/products/customer-data-platform/… ↗ 15 Sept 2026 · AI-evaluated | ||||||||||||||||||
| Cross-device Matching | Supported Cross-device MatchingSupported Amperity supports tag, cookie, and device ID management for downstream workflows. docs.amperity.com/operator/data_third_party.html ↗ 15 Sept 2026 · AI-evaluated | — | ||||||||||||||||||
| First-party Data Onboarding | Supported First-party Data OnboardingSupported Amperity ingests first-party profile sources and applies semantic tags for identity resolution. docs.amperity.com/operator/add_customer_data.html ↗ 15 Sept 2026 · AI-evaluated | — | ||||||||||||||||||
| Lookalike / Predictive Audiences | Supported Lookalike / Predictive AudiencesSupported Product affinity modeling identifies lookalike audiences. docs.amperity.com/operator/models.html ↗ 15 Sept 2026 · AI-evaluated | — | ||||||||||||||||||
| Mobile SDK | Not offered Mobile SDKNot offered API documentation was checked for iOS, Android, or cross-platform mobile SDKs; none is documented. docs.amperity.com/reference/api.html ↗ Checked · 6 of 6 passes | Supported Mobile SDKSupported Android, iOS, Unity, Cordova, and React Native mobile SDKs docs.treasure.ai/products/customer-data-platform/… ↗ 15 Sept 2026 · AI-evaluated | ||||||||||||||||||
| Product Recommendations | — | Supported Product RecommendationsSupported Next Best Product Recommendations docs.treasure.ai/products/customer-data-platform/… ↗ 15 Sept 2026 · AI-evaluated | ||||||||||||||||||
| Reverse ETL | Supported Reverse ETLSupported Orchestrations send query results and database exports to downstream destinations. docs.amperity.com/reference/orchestrations.html ↗ 15 Sept 2026 · AI-evaluated | — | ||||||||||||||||||
| Trigger-based Automation | Supported Trigger-based AutomationSupported Journey nodes react to customer behavior and segment conditions. docs.amperity.com/reference/journeys.html ↗ 15 Sept 2026 · AI-evaluated | — | ||||||||||||||||||
| Universal Ad ID | Supported Universal Ad IDSupported The Trade Desk UID 2.0 audience support docs.amperity.com/destinations.html ↗ 15 Sept 2026 · AI-evaluated | Not offered Universal Ad IDNot offered Documentation describes first-party and third-party cookie IDs, not a universal cookieless ad ID docs.treasure.ai/products/customer-data-platform/… ↗ Checked · 8 of 9 passes | ||||||||||||||||||
| Web SDK | Not offered Web SDKNot offered API documentation was checked for browser-based web SDKs or JavaScript tracking libraries; none is documented. docs.amperity.com/reference/api.html ↗ Checked · 6 of 6 passes | Supported Web SDKSupported Treasure Data JavaScript SDK docs.treasure.ai/products/customer-data-platform/… ↗ 15 Sept 2026 · AI-evaluated | ||||||||||||||||||
| Webhook Relay | Supported Webhook RelaySupported Webhook destinations send NDJSON results to external Lambda workflows. docs.amperity.com/operator/destination_webhook.html ↗ 15 Sept 2026 · AI-evaluated | — | ||||||||||||||||||
| On both records 31 | ||||||||||||||||||||
Data collection 2 · supported on all
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Data integration 2 · supported on all
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Identity 3 · all core on 1
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Audience 3 · all core on 2
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Activation 4 · graded apart
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Personalization 1 · graded apart
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Orchestration 2 · all core on every row
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Governance 3 · supported on all
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AI & agents 5 · all core on 3
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Customer data platform 6 · all core on 3
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Not offered means the evidence sweep read the vendor's documentation and did not find it — hover to see the page it checked. — means no verdict either way. Hover a recorded cell to read its evidence and source; a cell with no source says so, and each cell says whether an AI pass or a person set the grade.
Sources · 79 pages on the vendors' own sites
Amperity · 41
Ad Targeting / Retargeting — docs.amperity.com/user/paid_media.htmlAgent Interface (MCP / Tool API) — docs.amperity.com/api/mcp_overview.htmlAgentic AI / Autonomous Agents — docs.amperity.com/guides/grid_identity_resolution.…AI Assistant / Copilot — docs.amperity.com/reference/assistant.htmlAI Decisioning / Next-Best-Action — amperity.com/platform/aiAI Governance & Guardrails — docs.amperity.com/reference/ampai.htmlAudience Activation / Sync — docs.amperity.com/reference/activations.htmlAudience Segmentation — docs.amperity.com/user/segments_reference.htmlCampaign Management — docs.amperity.com/reference/campaigns.htmlComposable / Warehouse-native CDP — docs.amperity.com/reference/bridge.htmlComputed Traits / Aggregations — docs.amperity.com/reference/profiles.htmlConsent-aware Profile Management — docs.amperity.com/operator/table_customer_attribut…Cross-device Matching — docs.amperity.com/operator/data_third_party.htmlData Enrichment — docs.amperity.com/operator/data_third_party.htmlData Marketplace — docs.amperity.com/operator/monetize_the_trade_desk…Data Quality / Validation — docs.amperity.com/operator/validate_inputs.htmlData Transformation — docs.amperity.com/operator/custom_domain_tables.ht…Data Unification / Profile Stitching — docs.amperity.com/reference/stitch.htmlDecisioning Engine (Next Best Action) — amperity.com/platform/aiEvent Stream Ingestion — docs.amperity.com/operator/api_streaming.htmlFirst-party Data Onboarding — docs.amperity.com/operator/add_customer_data.htmlIdentity Resolution / ID Graph — docs.amperity.com/reference/stitch.htmlJourney Orchestration — docs.amperity.com/reference/journeys.htmlLookalike / Predictive Audiences — docs.amperity.com/operator/models.htmlMarketing Email — docs.amperity.com/user/grid_campaigns.htmlPipeline Orchestration — docs.amperity.com/operator/workflows.htmlPredictive Scoring / Propensity — docs.amperity.com/user/models.htmlPrivacy Compliance (GDPR/CCPA) — docs.amperity.com/operator/privacy_rights.htmlPush Notifications — docs.amperity.com/destinations.htmlReal-time Audience Qualification — docs.amperity.com/reference/api.htmlReal-time Profile API — docs.amperity.com/reference/api.htmlReverse ETL — docs.amperity.com/reference/orchestrations.htmlServer-side Tracking — docs.amperity.com/operator/api_streaming.htmlSMS / MMS — docs.amperity.com/user/grid_campaigns.htmlTrigger-based Automation — docs.amperity.com/reference/journeys.htmlUniversal Ad ID — docs.amperity.com/destinations.htmlVisitor Identification — docs.amperity.com/operator/data_third_party.htmlWeb Personalization — docs.amperity.com/operator/api_profile.htmlWebhook Relay — docs.amperity.com/operator/destination_webhook.htmlWorkflow Automation — docs.amperity.com/reference/workflows.htmlZero-copy Activation / Data Sharing — docs.amperity.com/reference/bridge.html Treasure AI · 38
Ad Targeting / Retargeting — docs.treasure.ai/products/customer-data-platform/…Agent Builder / Orchestration — docs.treasure.ai/products/customer-data-platform/…Agent Interface (MCP / Tool API) — docs.treasure.ai/getting-started/aiAgentic AI / Autonomous Agents — docs.treasure.ai/products/customer-data-platform/…Agentic CDP / Autonomous Orchestration — docs.treasure.ai/products/ai-studio/chatAI Assistant / Copilot — docs.treasure.ai/products/ai-studio/chatAI Decisioning / Next-Best-Action — docs.treasure.ai/products/customer-data-platform/…AI Governance & Guardrails — docs.treasure.ai/products/ai-studio/security/acce…AI Send-time / Channel Optimization — docs.treasure.ai/products/marketing-cloud/engage-…Audience Activation / Sync — docs.treasure.ai/products/customer-data-platform/…Audience Segmentation — docs.treasure.ai/products/customer-data-platform/…Campaign Management — docs.treasure.ai/products/marketing-cloud/engage-…Composable / Warehouse-native CDP — docs.treasure.ai/products/customer-data-platform/…Computed Traits / Aggregations — docs.treasure.ai/products/customer-data-platform/…Consent Management (CMP) — docs.treasure.ai/products/customer-data-platform/…Consent-aware Profile Management — docs.treasure.ai/products/customer-data-platform/…Data Enrichment — docs.treasure.ai/apis/audience-api/overviewData Quality / Validation — docs.treasure.ai/products/customer-data-platform/…Data Unification / Profile Stitching — docs.treasure.ai/products/customer-data-platform/…Event Stream Ingestion — docs.treasure.ai/products/customer-data-platform/…Identity Resolution / ID Graph — docs.treasure.ai/apis/audience-api/overviewJourney Orchestration — docs.treasure.ai/products/customer-data-platform/…Marketing Email — docs.treasure.ai/products/marketing-cloud/engage-…Mobile SDK — docs.treasure.ai/products/customer-data-platform/…Pipeline Orchestration — docs.treasure.ai/products/customer-data-platform/…Predictive Scoring / Propensity — docs.treasure.ai/products/customer-data-platform/…Privacy Compliance (GDPR/CCPA) — docs.treasure.ai/trust/gdpr-support-in-treasure-d…Product Recommendations — docs.treasure.ai/products/customer-data-platform/…Push Notifications — docs.treasure.ai/products/marketing-cloud/engage-…Real-time Audience Qualification — docs.treasure.ai/products/customer-data-platform/…Real-time Profile API — docs.treasure.ai/products/customer-data-platform/…Server-side Tracking — docs.treasure.ai/products/customer-data-platform/…SMS / MMS — docs.treasure.ai/products/marketing-cloud/engage-…Visitor Identification — docs.treasure.ai/products/customer-data-platform/…Web Personalization — docs.treasure.ai/productsWeb SDK — docs.treasure.ai/products/customer-data-platform/…Workflow Automation — docs.treasure.ai/products/customer-data-platform/…Zero-copy Activation / Data Sharing — docs.treasure.ai/products/customer-data-platform/… What Amperity adds
On Amperity's record, not on Treasure AI's
- Data Marketplace
- Data Transformation
- Decisioning Engine (Next Best Action)
- Pricing
- Custom
What Treasure AI adds
On Treasure AI's record, not on Amperity's
- Agent Builder / Orchestration
- Agentic CDP / Autonomous Orchestration
- Pricing
- Custom
Amperity vs Treasure AI — FAQ
What is the difference between Amperity and Treasure AI?
Both are Identity Resolution tools. Amperity's record includes Data Marketplace and Data Transformation, which Treasure AI's does not, while Treasure AI's includes Agent Builder / Orchestration and Agentic CDP / Autonomous Orchestration. The matrix above shows every recorded cell citing the vendors' own documentation.
Do I need both Amperity and Treasure AI?
Often not — both are used as customer data platforms with identity resolution, unified profiles, segmentation and activation, but Treasure Data leans more into real-time APIs and orchestration while Amperity is often bought primarily for identity/unification strength. The parts that do not overlap: Data Marketplace, Data Transformation, Agent Builder / Orchestration, Agentic CDP / Autonomous Orchestration. The matrix above shows where the records actually differ.
How do Amperity and Treasure AI compare on price?
Amperity: Custom. Treasure AI: Custom. Check each vendor's page for current rates.
Free stack audit
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