Coefficient Works
Coefficient Works, Inc. (operating as Coefficient) is a San Mateo, California no-code data platform that connects live business data to Google Sheets and Microsoft Excel. Founded in 2019 by Navneet Loiwal and Tommy Tsai, the company provides point-and-click connectors to 60+ business systems including Salesforce, HubSpot, NetSuite, QuickBooks, Snowflake, MySQL, Stripe, Looker, Tableau and Google Ads, with scheduled two-way sync, spreadsheet-native alerting through Slack and email, live web dashboards, and an AI assistant that builds pivot tables, formulas, charts and data-cleaning steps from natural language. Coefficient is a consumer of other providers' APIs rather than a producer: as of this enrichment pass it publishes no public developer API, no OpenAPI or AsyncAPI description, no client SDKs, and no developer portal. Distribution is through the Google Workspace Marketplace and Microsoft AppSource. The company is backed by Battery Ventures, Foundation Capital and S28 Capital.
More than an index entry, but the surface is still mostly links rather than artifacts — the cohort most likely to move a full band from modest, well-targeted work.
API Evangelist profiles Coefficient Works the way a machine reads it — 1 machine-readable artifact, pulled from the provider's own public surface and indexed so a developer, an analyst, or an AI agent can evaluate it against every other provider on the network.
Every provider in the network is reduced to the same set of machine-readable artifacts — OpenAPI contracts, event specifications, GraphQL schemas, runnable collections, pricing and rate-limit signals, security posture, OAuth scopes, and the agent surfaces (MCP servers and skills) that let software drive the API on its own. We profile them because the interface is the part of a company you can actually inspect: it is a truer signal of what a provider does than any marketing page. From those artifacts we compute the Kin Score — Coefficient Works scores 20.9/100 (emerging), with a separate agent-readiness read of 0/100 (human only). The full breakdown is below, followed by every artifact we hold — each card links through to its machine-readable definition on apis.io.
Kin Score
This is the API Evangelist rating — a single, repeatable read computed from the artifacts on this page. Green fill is points earned; the red track is points possible, so every bar shows earned-versus-possible at a glance.
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
How we profile Coefficient Works
Each block below is one kind of artifact we hold for Coefficient Works. For each we say what it is and why it earns a place in the profile, then list every one we've indexed — capped at two rows, scroll within the panel for the rest.
Security Posture 1
Authentication, domain security, vulnerability disclosure, and trust-center signals — the evidence that a provider takes security seriously enough to document it. We profile it because you can't govern what you can't see.
Authentication, domain security, vulnerability disclosure, and trust-center signals.
Resources
Every other property we hold for Coefficient Works — documentation, portals, status pages, policies, and corporate surface — grouped by the job it does, following the integrator's arc from getting started to running in production.
Get Started 2
Portal, sign-up, and the first successful call
Documentation 1
Reference material describing how the API behaves
Agent Surfaces 1
MCP servers, agent skills, and machine-readable catalogs
Access & Security 1
Authentication, authorization, and security posture
Operate 3
Status, limits, changes, and where to get help
Commercial 3
Pricing, plans, and the legal terms of use
Company 4
The organization behind the API
Other 3
Properties that don't map to a standard resource type
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