FAQ
This page answers the main product questions people tend to have before they commit to Fluent.
Is Fluent live?
Not as a broad public product yet.
Managed Fluent access is a free, small pilot and is currently accepting access requests. Fluent is open source. For inspection, self-hosting, or builder workflows, use the open-source runtime.
What does "accepting sign-up interest" mean?
It means Fluent is not broadly open, but people can raise their hand or start setup when the current small-cohort flow allows it.
Use Early Access for the current framing and what to expect next.
Do I need to switch assistants?
No. That is the whole point.
Fluent gives the assistant you already want to use memory and tools for the parts of your life it usually forgets. You still spend your time in ChatGPT, Claude, Codex, OpenClaw, or another compatible MCP client.
Who is Fluent for?
Fluent is best for people who want an assistant that improves over time instead of resetting every conversation.
Today that usually means people who care about one or more of:
- meal planning, groceries, and kitchen memory
- closet-aware style advice and purchase decisions
- training blocks, workout adjustments, and fitness context
Should I request early access or run Fluent myself?
Use managed early access for the hosted path without running the infrastructure yourself.
Run Fluent yourself for direct control over deployment, storage, and update timing.
Both paths use the same Fluent MCP contract, but the operating model is different:
- early access handles managed auth, storage, and updates
- early access is currently free, and any future paid managed access would be handled on meetfluent.app rather than inside an assistant
- the open-source runtime gives you direct control over deployment, storage, and timing
Use Choose Your Setup for help deciding.
What can I do with Fluent today?
With the right domain enabled and onboarded, Fluent can already support:
- weekly meal planning and grocery list generation
- inventory-aware meal answers
- closet-aware purchase analysis
- wardrobe gap analysis
- block-first health coaching and workout adjustments
The best entrypoint is still:
"What can Fluent already help me with right now, and what should we set up first?"
Does Fluent work with ChatGPT or Claude visuals?
Yes, but the visual path is different by host.
- ChatGPT's first Fluent experience focuses on Home, recipe cards, grocery lists, style decisions, health routines, and account status. Weekly plans use the saved Fluent plan today; ChatGPT or Claude may show that plan differently.
- Claude can use the same Meals memory and may present recipes or grocery lists in Claude's own format.
Use these guides for the public behavior:
Meals behavior is shared across Fluent early access and self-run Fluent. Early access is still a small pilot, and the open-source runtime is available for self-run installs.
The Meals demo loop shows the flow before you have early access: plan a week from saved Meals memory, accept the plan, generate groceries, then view the grocery list when the host supports it.
Style purchase analysis in ChatGPT should use user-provided item details, uploaded images, or host-inspected visual evidence.
Can I export or delete my early access data myself?
You can start an export or deletion request in Fluent. During early access, the Fluent team completes and verifies export packaging, delivery, deletion, and account closure. The open-source runtime remains available for direct control over storage and backups.
Is Fluent a dashboard app?
No. Fluent may have web setup or managed connection surfaces, but the real interaction is still supposed to happen inside your assistant.
Is Fluent replacing MyFitnessPal, Apple Health, or my wardrobe app?
Not directly.
Fluent is closer to an assistant memory and workflow layer than a giant all-in-one consumer app. It tries to make your assistant better grounded, not force every workflow into a new dashboard.
Is Fluent only for technical users?
No, but the path depends on the Fluent setup.
- early access is meant to be the easier managed path once access is available
- running Fluent yourself is better for people comfortable with self-hosting, MCP config, or local tooling
How much setup does Fluent need?
It depends on the domain.
- Meals usually starts with household preferences, then planning and grocery memory
- Style usually starts with closet calibration or a current purchase candidate
- Health usually starts with schedule, equipment, goals, and a first training block
The fastest way to feel value is to connect Fluent and then start with one concrete workflow, not try to configure everything at once.