How much does Chord cost?

Chord publishes no pricing, and no rates appear on its pages. The motion is sales led with a book a demo and speak to an expert path, aimed at mid market and enterprise brands from $20 million to $1 billion in revenue.

What are the best alternatives to Chord?

Based on documented capability coverage across the Agentic Index 14 point taxonomy, the closest alternatives to Chord among data analyst agents are BlazeSQL, Fabi.ai, Actian AI Analyst, Athenic AI. Each is graded on the same public evidence, and no vendor pays for placement.

Does Chord support MCP and tool calling?

Full under the Agentic Index verification standard. Chord publishes public evidence of Model Context Protocol (MCP) support, tool calling, and API or SDK extensibility for connecting agents to external tools. Evidence basis: Chord documents the Audiences API at analytics.api.chord.co with bearer tokens, a Pricing API, an SDK API reference and the OMS REST API, and the Chord MCP server at mcp.chord.co with OAuth exposes read only tools to run queries and read th. Graded from public evidence only against the Agentic Index 14 point capability taxonomy. No vendor pays for placement.

Does Chord require human approval before an agent acts?

Full under the Agentic Index verification standard. Chord publishes public evidence of human approval steps and guardrails, so an agent action can be held for review before it executes. Evidence basis: The Spend Optimization Agent can be set to surface budget recommendations for human approval before anything changes or to act autonomously, and Ask Chord saves an audience only when the user tells it to. Graded from public evidence only against the Agentic Index 14 point capability taxonomy. No vendor pays for placement.

Does Chord have SOC 2, SSO and role based access control?

Partial under the Agentic Index verification standard. Chord publishes some public evidence of security and identity controls, but narrower than the full set of SOC 2, single sign on (SSO) and role based access control (RBAC). Evidence basis: Chord documents Okta SSO and Google OAuth sign in, user roles and user management, and its security measures addendum describes role based, least privilege access and audit logging. No SOC 2, ISO or other attestation is named. Graded from public evidence only against the Agentic Index 14 point capability taxonomy. No vendor pays for placement.

Back to vendors

Chord

Q: Who is Chord for?

Mid market and enterprise DTC brands, Omnichannel commerce and retail brands, Commerce data and analytics teams, Marketing operations leaders consolidating tools

Also known as: Chord Commerce, Chord AI, chordcommerce, chordcommerce.com

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Data analyst agentindependentVerified 2026-09-28

Entry priceNo public pricing; contracts are quoted through salesFull pricing detail

Chord is an AI native commerce data platform that unifies a brand's store, ad and marketing data, grounds answers in a team maintained context layer, and runs agents that analyze data, build audiences for Meta Ads and Klaviyo and act on ad budgets.

Chord is a data platform for commerce brands. Its Data Foundation unifies store, ad platform, CDP and ERP data into a Chord warehouse, and its context layer holds the schema, saved views, and the instructions and verified SQL pairs a team writes so that answers follow the brand's own definitions.

On top sit named agents. Ask Chord answers plain language questions by searching that context and running read only SQL, and saves audiences when asked. The Audience and Targeting Agent builds segments for Meta Ads and Klaviyo, and the Spend Optimization Agent works from performance against KPIs and changes budget allocation in Google Ads and Meta Ads, either after a person approves its recommendation or autonomously, as the customer configures. A Question Clarification Agent checks ambiguous questions first, and more agents for retention, pricing, inventory and other jobs are marked as coming soon. Monitors email an alert when a metric crosses a threshold.

Ask Chord runs on Anthropic's Claude models and is also available inside Claude through the Chord MCP server. Chord documents Okta SSO, user roles, an Audiences API and an OMS REST API, and sells through demos and quoted contracts.

Vendor details

Canonical URL

https://chordcommerce.com

Subcategory

AI native commerce data platform with agentic actions

Funding status

Chord is independent. It was built by the team behind Glossier, is led by Bryan Mahoney, and evolved over several years from a headless commerce platform into a customer data platform and then an AI native data platform for commerce. It raised a five and a half million dollar seed in March 2025 led by M13 with Act One Ventures and GR0 Capital, then a seven million dollar round announced April 2026 to accelerate its agent infrastructure. Customers include Sonos, Ruggable, Sakara, Caraway, and Blue Bottle Coffee, and the company targets mid market and enterprise brands generating twenty million to one billion dollars in revenue.

Company status

independent

Use cases & customers

Primary use cases

Unifying fragmented commerce data into one AI ready foundationPlain language querying of commerce data without SQLAgents that optimize ad spend and refine audiencesConsolidating CDP, analytics, and reporting tools

Target customers

Mid market and enterprise DTC brandsOmnichannel commerce and retail brandsCommerce data and analytics teamsMarketing operations leaders consolidating tools

Deployment options

Cloud

Integrations

Chord ingests and unifies commerce data from Shopify, ad platforms, CDPs, ERPs, and every tool in the stack into one source of truth rather than another silo, spanning collection, enrichment, attribution, and activation. Developer facing documentation covers implementation, a technical overview, and the platform's data modeling and context layers.

In practice

A marketing team spends days stitching Shopify, ad platform, and CDP data to answer one performance question. With Chord they ask in plain language and get a grounded answer with the logic exposed, no SQL and no dashboard.

A brand runs a dozen martech tools with overlapping costs. Chord consolidates data collection, enrichment, attribution, and activation into one platform, cutting martech spend and reporting hours.

A growth team wants agents that do more than report. Chord Agents, grounded in the unified Data Foundation and Context Stack, optimize spend and refine audiences and take action across the stack.

Sources & related URLs

Related / legacy domains

https://docs.chord.co/ https://www.chordcommerce.com/insights/building-the-smarter-cdp-for-commerce

Research sources

https://chordcommerce.com/ https://docs.chord.co/ https://www.prnewswire.com/news-releases/chord-raises-7-million-to-deliver-its-context-platform-for-ai-driven-commerce-302756722.html https://newsletter.equal.vc/p/introducing-chord https://www.chordcommerce.com/insights/building-the-smarter-cdp-for-commerce https://www.m13.co/article/meet-chord-ai-the-commerce-brands-gateway-to-intelligent-data https://www.chordcommerce.com/lp/for-direct-to-consumer-brands

Agentic Index coverage score

8.0 / 14 capabilities · 57%

Integrations & Tool Calling	Full
The Spend Optimization Agent acts on budget allocation in Google Ads and Meta Ads, the Audience and Targeting Agent builds segments for Meta Ads and Klaviyo, Ask Chord runs SQL on the Chord warehouse and saves audiences on request, and data activations sync audiences to a catalog of destinations. Sourcechordcommerce.com/platform/agentsread 2026-09-28
Workflow Orchestration	Partial
Chord runs separate agents for analysis, audiences and spend, a Question Clarification Agent checks ambiguous questions before results, and Ask Chord chains its tools to search the schema, pull context and run SQL. That is the product's own fixed pipeline, and no branching, conditions or flow the buyer composes is documented. Sourcechordcommerce.com/platform/agentsread 2026-09-28
Knowledge Grounding & RAG	Full
Before writing SQL over the customer's unified commerce data in the Chord warehouse, Ask Chord searches the schema, saved views and a Chord Context of global and question matching instructions and verified SQL pairs that the team maintains. Sourcedocs.chord.co/chord-context.mdread 2026-09-28
Human Oversight & Guardrails	Full
The Spend Optimization Agent can be set to surface budget recommendations for human approval before anything changes or to act autonomously, and Ask Chord saves an audience only when the user tells it to. Sourcechordcommerce.com/platform/agentsread 2026-09-28
Security, Identity & Governance	Partial
Chord documents Okta SSO and Google OAuth sign in, user roles and user management, and its security measures addendum describes role based, least privilege access and audit logging. No SOC 2, ISO or other attestation is named. Sourcedocs.chord.co/oms/user-roles.mdread 2026-09-28
Observability & Auditability	Partial
Ask Chord keeps conversation history for follow up questions, and Monitors and charts report on metrics. No run log or trace of the agents' tool calls and actions, such as a budget change, is documented, and the audit logging in the security addendum records access to Chord's own systems. Sourcedocs.chord.co/ask-chord.mdread 2026-09-28
Memory & State Persistence	Partial
Ask Chord keeps conversation history for follow ups and a past queries tool finds similar earlier questions as examples, and the homepage names memory from past interactions in the context layer. No memory store with a stated scope, lifetime or delete path is documented. Sourcedocs.chord.co/chord-mcp.mdread 2026-09-28
Deployment & Data Residency	Not documented
No region, region choice, customer cloud or on premises option is described on the homepage, in the docs or in the security addendum; Chord is delivered as a hosted service. Sourcechordcommerce.com/legal/security-measuresread 2026-09-28
Prebuilt Agents, Templates & Packs	Full
Named agents do separate jobs: a Data Analysis Agent, an Audience and Targeting Agent, a Spend Optimization Agent and a Question Clarification Agent are live, while nine more (Retention, Pricing, Inventory and Demand, Merchandising, Loyalty, Forecasting, Email and SMS, Creative Performance, Returns) are marked Soon. Sourcechordcommerce.com/platform/agentsread 2026-09-28
Triggers & Channel Coverage	Full
Monitors check any warehouse metric at a set frequency and email an alert when a threshold is crossed, and the Spend Optimization Agent works from performance monitoring against KPIs, both without a user asking; Ask Chord is also reachable from Claude over MCP. Sourcedocs.chord.co/chord-monitors.mdread 2026-09-28
Model Flexibility & Routing	Not documented
The customer has no choice of model: Ask Chord runs Anthropic's Claude models, Opus 4.8 for chat, Sonnet 4.6 for insights and Haiku 4.5 for audience naming, which Chord assigns to each task from a single named provider. Sourcedocs.chord.co/ask-chord-powered-by-anthropic.mdread 2026-09-28
APIs, SDKs & MCP Extensibility	Full
Chord documents the Audiences API at analytics.api.chord.co with bearer tokens, a Pricing API, an SDK API reference and the OMS REST API, and the Chord MCP server at mcp.chord.co with OAuth exposes read only tools to run queries and read the schema, saved views, past queries and instructions. Sourcedocs.chord.co/audiences-api.mdread 2026-09-28
Testing, Debugging & Optimization	Not documented
No way to test, score or compare the agents' answers or actions is documented; SQL pairs are verified queries people add as context, not a test set. Sourcedocs.chord.co/chord-context.mdread 2026-09-28
Browser & Computer Use	Not documented
No browser, desktop or computer control is described: Chord's agents work through the warehouse, ad platform and marketing tool integrations. Sourcechordcommerce.com/platform/agentsread 2026-09-28

The Agentic Index coverage score grades every vendor Full, Partial or Not documented against the same 14 buyer facing capabilities, from public evidence only. Each capability links to how all vendors in the index score on it. How this evidence is graded

Pricing

No public pricing; contracts are quoted through sales

What is public

Nothing numeric is public; the pricing link leads to a demo booking page.

Billing mechanics

Chord sells through a sales led motion, with a book a demo and speak to an expert path. The company targets mid market and enterprise brands from $20 million to $1 billion in revenue. Inference, not stated by the vendor: contracts are scoped enterprise agreements.

Cost watchouts

Chord pitches savings by consolidating multiple martech and analytics tools, so its own cost should be weighed against the stack it replaces rather than in isolation.

Variable cost rationale

No public rates exist. As a data platform serving brands from $20 million to $1 billion in revenue, cost presumably scales with data volume, connected sources, and revenue band rather than pure usage, but the company publishes no mechanics, so treat exposure as unquantified and quoted per deal.

Additional watchouts

Chord's value proposition is consolidation, so evaluate its price against the combined cost of the CDP, analytics, and reporting tools it aims to replace.

Sales call required

Yes, required for paid access

Free / trial

No free tier or trial on the site; demo booking

Key ambiguities

Whether pricing scales by data volume, connected sources, agents deployed or revenue band is not published.

Missing data

No rates, tiers, minimums, or contract terms are published.

Agentic Index verified 2026-09-28

Official pricing page

Related vendors

Alternatives to Chord

The closest documented capability profiles to Chord among data analyst agents tracked by Agentic Index, ordered by similarity on the same 14 point evidence the rankings use. No vendor pays for placement.

BlazeSQL9.0 / 14Adds documented Deployment & Data Residency and Testing, Debugging & Optimization
Fabi.ai9.0 / 14Adds documented Model Flexibility & Routing
Actian AI Analyst9.5 / 14Adds documented Deployment & Data Residency and Model Flexibility & Routing, among others
Athenic AI6.5 / 14Fuller documented coverage on Security, Identity & Governance and Observability & Auditability
Brewit6.5 / 14Adds documented Testing, Debugging & Optimization
Pluvo6.5 / 14Adds documented Deployment & Data Residency

Similarity is computed from each vendor's Agentic Index coverage score evidence, axis by axis, not from the totals. How this evidence is graded

Compare Chord with other vendors →Compare all data analyst agents →See where Chord ranks →

Data confidence: high