The context layer that connects every GTM action to revenue
Fluint is an AI stack for revenue teams built from three integrated products: Model (a private LLM trained on a customer's own GTM data), Loop (a context-engineering and revenue-attribution layer that pre-materializes cited, decision-ready context and serves it to agents over MCP), and Agent (a managed or bring-your-own AI sales assistant that consumes that context).
The API details below are not linked to a current official developer page. Confirm them with the vendor before implementation.
| Plan | Price | Included | Notable |
|---|---|---|---|
| Starter | $300/mo (billed annually, $2,592/yr) - pricing page also shows $600/mo on monthly billing under a differently-labeled 'Build' tier | 1,000 MCP tool calls included, then $0.35/call overage | Salesforce + 1 call source, MCP access, Attribution dashboard |
| Growth | $900/mo (billed annually, $8,856/yr) - pricing page also shows $1,590/mo on monthly billing under a differently-labeled 'Scale' tier | 5,000 MCP tool calls included, then $0.30/call overage | Everything in Starter, All 20+ integrations, Full private model training |
| Scale | $2,500/mo (billed annually, $24,600/yr) | 20,000 MCP tool calls included, then $0.24/call overage | Everything in Growth, SSO + RBAC, Private Slack channel |
| Enterprise (Loop) | Custom / negotiated | Negotiated MCP tool call volume, lowest per-call rate | Everything in Scale, Dedicated infrastructure, Custom DPA terms |
| Business (Loop + Agent) | $99/user/mo + $1,200/mo platform fee, minimum 10 seats | 1,000 MCP tool calls pooled Minimum 10 seats | Managed agent + Loop included, Build your own assistant, Custom agent settings |
| Enterprise (Loop + Agent) | Custom / negotiated | Negotiated MCP-call volume with volume discounts Custom | Everything in Business, Dedicated infrastructure, Security review + DPA |
Checked 2026-08-07 against their pricing page. Vendors change pricing without notice.
Fluint positions itself against generic RAG-based AI sales tools: rather than an agent making several live tool calls into CRM, contracts, and usage data to answer a question, Fluint pre-computes and cites that context ahead of time via its private Model and Loop layers, then serves it in one MCP call. Customers can build their own agents on top of Loop, or buy Fluint's managed Agent, which bundles Loop underneath a per-seat assistant product.
RevOps, GTM engineering and AI-forward revenue leadership (CROs, CFOs, CISOs) at organizations already running AI agents against CRM/GTM data who want attribution and lower per-query token/tool-call cost, or RevOps teams that want a fully configured assistant for reps without building one themselves.
Pricing has a real floor and scales with both a per-tier platform fee and metered MCP calls ($0.35/call on the entry Starter tier, dropping only at higher committed volume), plus a separate $79-99/user/month charge if the managed Agent is wanted - so teams with light, sporadic GTM-AI usage or tight per-seat budgets pay a base platform fee before they've made meaningful use of it. The managed Agent and full private-model training are gated above the entry tier (Growth/Business and up), and Enterprise-grade security controls (SSO+RBAC, dedicated infrastructure, custom DPA) are reserved for the top tiers, so smaller teams needing those controls on a budget plan are out of luck.
Loop is the context layer you build your own agents on top of - your data, a private model, and pre-materialized context served over MCP. Loop + Agent bundles that same context layer with a fully managed, white-labeled sales assistant Fluint hosts and configures, priced per seat.
Two components: a tiered base platform fee (Starter $300/mo, Growth $900/mo, Scale $2,500/mo, Enterprise custom, all billed annually) plus metered MCP calls at $0.35/call on Starter, dropping to $0.30 on Growth and $0.24 on Scale, with included call volumes per tier. The managed Agent adds $79-99/user/month depending on the plan shown, plus a platform fee on the Business tier.
One MCP call is a single request from an agent or tool to Loop for context, e.g. an agent asking for enriched context on a deal before drafting an email. Because context is pre-materialized, a call returns decision-ready context rather than triggering fresh inference, per the vendor's pricing FAQ.
Overage is billed at the tier's per-call rate ($0.35 Starter, $0.30 Growth, $0.24 Scale); nothing is cut off. On annual plans, unused included calls roll over up to 2x the monthly allotment.
The product is described throughout as delivering context 'via MCP or API,' but we did not retrieve a dedicated API/MCP reference page, auth scheme, or endpoint list - treat the existence of a self-serve developer surface as unconfirmed rather than absent.
No - the product is described as a context and attribution layer that sits on top of existing systems (Salesforce and other GTM tools), not a system of record itself.
The vendor names RevOps, GTM Engineering, AI-forward revenue leaders, CROs, CFOs, CISOs and enterprise sales organizations as its primary audience.
Other products that solve a similar job or fit the same part of the GTM stack.
This page tells you whether Fluint fits. Cheetah builds and runs the system it goes into — enrichment, sequencing, CRM and the joins between them.
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