Question 1

How many apps does Fleece AI support?

Accepted Answer

Fleece AI supports over 3,000 app integrations powered by Pipedream, the integration infrastructure used by 800,000+ developers. This includes Slack, Gmail, Google Sheets, Notion, GitHub, Salesforce, HubSpot, Stripe, Jira, Airtable, and thousands more. New integrations are added weekly as the Pipedream catalog expands.

Question 2

Do I need to manage OAuth credentials for each integration?

Accepted Answer

No. Fleece AI handles all OAuth 2.0 authentication automatically. When you connect an app, you go through the standard consent screen — Fleece AI securely stores and refreshes your tokens. Your agents can then use those connections indefinitely without you managing API keys or token expiration.

Question 3

What if the app I need isn't in the catalog?

Accepted Answer

Fleece AI agents can connect to any service that exposes a REST API — even if it isn't in the 3,000+ integration catalog. The AI reads the API documentation, constructs the correct HTTP request with the appropriate URL, headers, authentication, and request body, then presents the request for your review before executing. This works for internal company APIs, niche SaaS tools, and legacy systems.

Question 4

Can I use multiple integrations in a single workflow?

Accepted Answer

Yes. Fleece AI agents can chain actions across multiple apps in a single flow. For example, an agent can watch Gmail for new client emails, create a HubSpot contact, update a row in Google Sheets, and send a Slack notification — all autonomously in one workflow. Unlike Zapier or Make, the AI decides the optimal execution order rather than following a fixed sequence.

Question 5

Are integrations available on the Starter plan?

Accepted Answer

Yes. The Starter plan includes 20+ essential integrations, Pro unlocks 1,500+, and Business gives access to all 3,000+. There are no per-integration fees. The Starter plan includes 5 agents, 10 flows, and 2,000 credits per month with a 4-day trial.

Question 6

How do I connect a new app to Fleece AI?

Accepted Answer

Go to your dashboard, open the Integrations section, search for the app you need, and click Connect. You'll be taken through the app's standard OAuth flow. Once authorized, the connection appears in your agent's available tools and can be used immediately. The entire process takes under 60 seconds.

Question 7

How does Fleece AI compare to Zapier and Make?

Accepted Answer

Fleece AI is AI-native. Instead of building static workflows step-by-step like Zapier or Make, you delegate goals to autonomous agents that decide which tools to use and in what order. Fleece AI supports 3,000+ integrations (comparable to Zapier's 7,000+ and Make's 1,800+), but adds AI model selection (Mistral Medium 3.5, GPT-5.2, GPT-5.4, Claude Opus 4.7), autonomous multi-app chaining, and custom REST API connections built by AI. Integration access scales with your plan: 500+ on Starter, 1,500+ on Pro, all 3,000+ on Business.

Question 8

What authentication methods does Fleece AI support?

Accepted Answer

Fleece AI supports OAuth 2.0 (managed automatically for all 3,000+ catalog apps), API key authentication (for custom REST API connections), and Bearer token authentication. For OAuth apps, Fleece AI handles the full flow: consent screen, token storage, and automatic refresh. For custom APIs, you provide your credentials once and the AI securely includes them in all subsequent requests.

Question 9

How much does Fleece AI cost?

Accepted Answer

Fleece AI offers a 4-day trial on the Starter plan with 1,000 credits. The Starter plan is 49 EUR/month with 5 agents, 10 flows, 2,000 credits, and 20+ essential integrations. Pro starts at 99 EUR/month with 10 agents, 25 flows, 8,000 credits, 1,000+ integrations, and GPT-5.2. Business starts at 199 EUR/month with 25 agents, 50 flows, 20,000 credits, 3,000+ integrations, and premium models including GPT-5.5 and Claude Opus 4.8. Enterprise plans with unlimited credits and custom limits are available on request.

Question 10

Can Fleece AI agents run on a schedule?

Accepted Answer

Yes. Fleece AI supports cron-based scheduling for all flows. You can set agents to run every minute, hourly, daily, weekly, or on a custom schedule. Scheduled flows execute autonomously 24/7 — for example, a daily email digest agent that checks Gmail at 8 AM, summarizes unread messages, and posts a summary to Slack.

Feature	Fleece AI	Zapier	Make	OpenClaw	Gumloop
Pre-built integrations	3,000+	7,000+	1,800+	50+	125+
AI-native execution
Autonomous AI agents
Custom REST API (AI-built)		Manual webhook only	HTTP module only	Via code plugins	Webhook nodes
Setup method	Natural language	Visual step builder	Visual node builder	Code / config files	Visual drag-and-drop
Managed OAuth
Multi-app chaining	AI decides order	Fixed sequence	Fixed sequence	AI decides order	Visual sequence
4-day trial	4-day trial	100 tasks/mo	1,000 ops/mo	Free (open-source)	Free tier (limited)
Paid plans from	49 EUR/mo	$19.99/mo	$9/mo	$59/mo (Cloud)	$37/mo
Agent scheduling (cron)
AI model selection	Mistral Medium 3.5 + GPT-5.2 + Claude Opus			Claude + GPT-4 + Gemini	GPT-4o + Claude + Gemini
Agent hierarchy & delegation
Agent self-improvement
OpenAI Assistants import
Team chat orchestrator
GDPR-native default model	Mistral (French AI)

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