AI Agents for Business: 8 Compared

Most support teams want query volume handled first. Intercom Fin is where I would start among AI agents for business. It resolves 76% of queries on average across 12,000+ businesses, and it charges per outcome, with no setup, integration or platform fee.

What I Found Comparing 8 AI Agents for Business

Tool	Best fit	Stand-out fact
Intercom Fin	Support teams drowning in inbound queries	High average resolution rate, outcome-based pricing
Gumloop	Ops leads who need agents beyond app APIs	Opens a real browser, clicks, types, and pulls data from any site
Zapier Agents	Teams already running Zaps	9,000+ app connections, with agents limited to the apps, triggers and actions you have set up
Lindy	Internal repeating work: onboarding, scheduling, notes	4.9/5 on G2 from 171 reviews, with one reviewer reporting 5 to 7 hours saved a week
Marblism	Founders who want AI employees with no prompting skills	7 AI employees across social, SEO, sales, calls, email, legal, website
Microsoft Copilot Studio	Microsoft 365 organizations	Microsoft says 90% of the Fortune 500 has used it
n8n	Technical teams needing self-hosted control	206.9k GitHub stars, on-prem and air-gapped deployment
Sintra AI	Small business owners wanting 12 role-specific helpers	Powered by Claude 4.5 Sonnet, $15.60/mo on the yearly plan

If inbound query volume is the main problem, Intercom Fin is where I’d start. Gumloop is the one to reach for when the job extends to any website, not just apps with APIs. Founders who want AI employees that run from a business description should look at Marblism.

How to Pick the Right AI Agent for Your Business

Start with what costs you the most right now. Is inbound query volume the main drain on your team? Do you want business roles handled without building anything? Is your whole stack already Microsoft 365? Do you need custom logic, your own server, or code?

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<text x="390" y="176" text-anchor="middle" font-size="12">Need app-to-app only?</text>

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<text x="320" y="290" text-anchor="middle" font-size="11" fill="#666">Pick the branch that matches your team's primary constraint</text>

The support-agent track: your primary pain is inbound query volume

If your team spends most of its day answering the same questions over and over, I’d look at Intercom Fin first. It works across chat, email, voice, social, Slack and API, and charges per outcome: $0.99 for a resolution, procedure handoff, disqualification or self-serve routing, and $9.99 for a qualification. The 14-day free trial requires no credit card, and Intercom reports that Fin customers see an average 1% increase in resolution rate every month.

The done-for-you track: you want business roles handled from day one

Marblism costs $24 per month on the yearly plan and ships with 7 AI employees covering social media, SEO, sales outreach, calls, email, legal, and website. You give it a business description and the employees run. They work 24/7, and I’d send founders and solopreneurs here when the goal is coverage across business functions, not workflow configuration.

The workflow-automation track: you need agents across apps or websites

Gumloop fits when the job requires opening a browser and interacting with a site that has no API. It starts at $37 per month. Zapier Agents at $50 per month is the pick for teams already running Zaps who want agents layered on top of existing app connections. Lindy at $49.99 per month on the Team plan fits ops leads who need a configurable teammate for repeating internal work: onboarding, scheduling, meeting notes.

The technical-control track: you need custom logic or on-premises deployment

n8n starts at $20 per month billed annually and runs on-premises, air-gapped, or on managed cloud. It supports JavaScript and Python anywhere in a workflow. Microsoft Copilot Studio is the pick for organizations already in Microsoft 365 where permissions, audit trails and native integration are the deciding factors.

8 AI Agents for Business in 2026

I ranked these by fit for ops leads, founders and procurement teams.

1. Intercom Fin: customer support agent resolving 76% of queries

Intercom Fin resolves queries at a high average rate across thousands of businesses, and Intercom reports that anyone on the team can configure it with setup taking hours. The pricing model charges only when Fin resolves an issue end to end or completes a configured procedure that ends in a handoff.

Fin runs on Apex, Intercom’s own models, and version 4 is the current release. It reads and writes in Slack, Shopify, Stripe and other connected systems, and works across chat, email, voice, social, Slack and API.

Key Features

• Resolves 76% of queries on average across 12,000+ businesses, with an average 1% monthly improvement for Fin customers
• Works across chat, email, voice, social, Slack and API
• Reads from a help center, website, PDFs, Notion, Confluence, Box and more
• Natively integrated with Intercom, supported on Salesforce, HubSpot and Freshdesk
• Operator is an internal agent that finds insights, recommends improvements and makes changes with user permission
• Supports multilingual queries and real-time translation
• Covers service, sales, ecommerce and customer success roles
• Holds SOC 2, ISO 27001, ISO 27701, ISO 42001, HIPAA and AIUC-1 certifications

Pros

• Outcome-based pricing: no charge unless Fin resolves the issue end to end or completes a configured procedure
• No setup, integration or platform fees
• 14-day free trial with no credit card and unlimited access to Fin outcomes
• Startups can get an entire year of Fin free through the Early Stage Program
• Uses memory to understand each customer’s full context and history

Cons

• No value for teams without a customer-facing support function
• The Pro add-on including Operator starts from $100 per month, adding to cost for teams that want performance analysis
• Copilot for human agents costs $35 per user per month on top of Fin pricing

Pricing

• $0.99 per resolution, procedure handoff, disqualification or self-serve routing. Qualifications cost $9.99 each. No monthly platform fee.
• Pro add-on from $100 per month. Includes Operator and advanced analytics.
• Copilot at $35 per user per month. AI assistant for human agents in the inbox.

User Reviews

Rated 4.5/5 from 3,919 reviews on G2.

“Fin helps handle common and straightforward customer queries by providing quick answers without requiring a human agent to step in immediately. This reduces the volume of repetitive questions reaching the support queue and gives us more time to focus on complex issues that require investigation or a more hands-on approach.”

Best For

Teams where inbound query volume is the main drag on the team, and where paying per outcome makes more sense than a flat subscription. Skip it if your team has no one handling support.

vs AI agents for business: At $0.99 per outcome with a 50-outcome monthly minimum, a modest support load costs about $50 a month, in the same range as Gumloop Pro at $37. Fin charges per outcome, with no setup, integration or platform fee.

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2. Gumloop: AI-native automation with real browser control

Reach for Gumloop when the workflow touches a website that has no API. Its agents open a real browser, then click, type, upload and pull data from any site the team already uses, and they clear CAPTCHAs on their own. Gumloop reports over 1 billion tasks automated and more than 333,000 agents deployed.

Gumloop’s Model Router assigns every task to the right model automatically, so routine work runs on cheaper models and harder tasks get more capable ones. Customers include Instacart, Samsara and Gusto. Gusto reported that its partnership review agent cuts prep time from 30 to 45 minutes per customer to under 5 minutes, with a 31% higher win rate and 44% larger deals.

Key Features

• Agents open a browser and interact with any site whether or not it has an API
• Agents browse from trusted connections in the user’s chosen region and clear CAPTCHAs on their own
• 400+ connectors including Slack, Microsoft Teams and Gmail
• Model Router matches every task to the model it needs, so routine work runs on cheaper models and harder tasks get more capable ones
• App triggers, recurring tasks, artifact building, image generation and self-improvement
• Each agent reviews its own runs and fixes inefficiencies for next time
• One teammate builds an agent and the whole organization uses it in their own chats
• SOC 2 Type II and GDPR zero data retention agreements
• Deployable inside a customer’s own AWS, Azure or Google Cloud environment

Pros

• Browser control reaches sites with no API
• 14-day free trial
• Pro plan includes unlimited seats and unlimited teams
• Enterprise adds optional VPC deployment and org-wide connector policies
• Agents self-improve by reviewing their own runs

Cons

• Unused credits do not roll over: the 20,000-credit monthly grant resets each billing period
• When a Pro user exceeds 20,000 credits mid-month, agents stop working until pay-as-you-go is enabled, and it is not enabled by default
• Support is one listed use case among many; it is not a dedicated support agent like Intercom Fin.

Pricing

• Pro at $37 per month. Includes 20,000 credits per month (7,400 plus 12,600 bonus credits), unlimited seats and unlimited teams. Credits are indexed at $0.005 each.
• Enterprise: contact Gumloop. Adds optional VPC deployment and org-wide connector and guardrail policies.

User Reviews

Rated 4.8/5 from 7 reviews on G2.

“I love how Gumloop is extremely easy to use and it’s extremely fun working on it. I can go from idea to a working solution with just prompts, without needing to be a coder or engineer.”

Best For

Ops leads who need agents that can work any website, not just connected apps. Skip it if customer support automation is all you need.

vs AI agents for business: Gumloop Pro costs $37 per month versus Intercom Fin’s per-outcome model. These 2 don’t compete much. Fin handles customer queries at volume; Gumloop handles workflows that need to touch a live website. Gumloop’s 400+ connectors and browser control make it a flexible automation tool for ops work.

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3. Zapier Agents: agents across 9,000+ connected apps

Teams already on the Zapier platform get agent capability on top of thousands of connected apps without adding a new vendor. Zapier is trusted by 3.4 million companies. Agents are built with the help of Zapier Copilot, and they connect to business data and perform tasks across those apps.

Zapier Agents can only take actions in apps the user has already connected and using the triggers and actions the user has set up. This keeps the agents predictable within that scope.

Key Features

• Agents perform tasks across 9,000+ apps on command or autonomously
• Zapier Copilot helps build agents and connect to business data
• Chrome extension for interacting with agents directly in the browser
• Live data sources and web browsing on all plans including the free tier
• Team accounts share a pool of agent activities
• Enterprise tier includes agent sharing across the organization, enterprise-grade audit logs and restricted apps support
• Tasks are shared across the account: Zap workflows, AI steps, code, MCP and SDK all draw from the same task allocation

Pros

• 9,000+ app connections is a larger app library than the integration counts given for Lindy (1,500+), n8n (500+) and Gumloop (400+)
• Free tier for Agents
• Fits teams already running Zaps who want agents layered on existing automation
• Chrome extension makes it easy to interact with agents while working

Cons

• Agents can only act in apps the user has already connected and configured; for workflows that extend beyond connected apps to any live website, Gumloop is the tool to reach for
• Does not currently support app and action restrictions on Enterprise accounts

Pricing

• Agents Free tier with Zapier platform. Agents has its own free plan.
• Agents Pro at $50 per month billed monthly. Includes 1,500 activities per month.
• Zapier platform Professional starting from $29.99 per month billed monthly ($19.99 billed yearly).
• Zapier platform Team starting from $103.50 per month billed monthly ($69 billed yearly).
• If a user reaches their task limit, they are switched to pay-as-you-go unless they turn it off or move to a higher tier.

User Reviews

Rated 4.5/5 from 2,088 reviews on G2 (the rating covers Zapier’s wider product, not Zapier Agents specifically).

“Zapier Agents go a step further and can handle multi-step tasks on their own without me setting up every single step manually. This has made building and managing automations much faster and easier than before.”

Best For

Teams already running Zaps across connected business apps who want agents layered on top of existing automation. Skip it if you need browser-based web interaction with sites that have no API.

vs AI agents for business: Zapier Agents starts at $50 per month for Pro versus Gumloop at $37 per month. The 9,000+ app library is Zapier’s strongest card. Zapier Agents can browse the web on every plan; Gumloop’s agents click, type, upload and clear CAPTCHAs on the sites your team already uses. For a team already on the Zapier platform, Agents adds agent capability without adding a new vendor.

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4. Lindy: no-code AI teammate for repeating business tasks

Lindy is built for the repeating internal work that eats ops time: new client onboarding, scheduling, meeting notes, and research. It connects to Gmail, Slack, Notion, HubSpot and 1,500+ more integrations, supports MCP, and comes with 40+ skills out of the box. Do something once, save it as a skill, and the whole team gets it.

Lindy’s memory lives in plain files that users can open, read and edit like a document. Scheduled routines let users hand off repeating tasks on a set schedule. It is available in Slack threads and mentions, iMessage, email and a browser extension, and it does not train on user data.

Key Features

• 1,500+ integrations including Gmail, Slack, Notion and HubSpot, with MCP support
• 40+ skills including research, data analysis, decks and dashboards; users can save their own for the whole team
• Memory stored in plain files the user can open and edit
• Records, organizes and files meetings; the team can query shared meetings anytime
• Scheduled routines for repeating tasks on a set cadence
• Available in Slack, iMessage, email and a browser extension
• Enterprise plan includes HIPAA compliance with signed BAA, SSO and SCIM, audit logs and dedicated support
• Does not train on user data

Pros

• 4.9/5 on G2 from 171 reviews
• Memory is transparent and editable, stored in plain files the user can open, read and change like a document
• Credits are only consumed when Lindy is working
• Free plan available before committing

Cons

• Better suited to internal repeating work than high-volume customer-facing support

Pricing

• Free at $0. Available to test before paying.
• Team at $49.99 per month. Includes 5,000 credits per month.
• Enterprise: contact Lindy. Includes HIPAA compliance with signed BAA, SSO and SCIM, audit logs, shared usage with bonus credits, dedicated support and onboarding.

User Reviews

Rated 4.9/5 from 171 reviews on G2.

“I use it to completely automate our new client onboarding process. When a new contract gets signed in our CRM, a Lindy is triggered: it fires off a welcome email, sets up a Google Drive folder, adds the client to our project tool, and schedules the first kick-off meeting.”

Best For

Ops leads who want a configurable AI teammate for internal repeating work like onboarding, scheduling and meeting notes, and who want to inspect and edit its memory. Skip it if you need a customer-facing support agent handling queries at volume.

vs AI agents for business: Lindy at $49.99 per month and Zapier Agents Pro at $50 per month sit at the same price point. Lindy is stronger for internal delegation and is rated 4.9 on G2, against 4.5 for Zapier overall (G2 does not rate Zapier Agents separately); Zapier Agents is stronger for teams already running Zaps with existing app connections. For external customer query resolution, Intercom Fin is the dedicated option.

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5. Marblism: 7 AI Employees across core business roles

Marblism describes its model simply: you describe your business and your goals, and the AI employees handle tasks automatically, checking in only if they need your input or approval. The 7 employees cover social media (Sonny), SEO (Penny), sales outreach (Stan), calls (Rachel), email (Eva), legal (Linda) and website (Walter).

The company states it is used by more than 40,000 businesses, its AI employees generate 150 million social impressions every month, and they answer 100,000 calls every month. Marblism won Product Hunt’s number 1 Product of the Day. Marblism ranks 5th here because its done-for-you model fits founders rather than ops leads or technical teams, while the tools ranked above it score higher for their specific buyer types. Marblism is a sponsor of the Top AI Employees directory; the rank is on fit, not on that.

Key Features

• 7 AI employees: Sonny (social media), Penny (SEO), Stan (sales outreach), Eva (email), Rachel (calls), Linda (legal), Walter (website)
• No prompting skills needed: users describe their business and AI employees act automatically
• Works 24/7 including nights and weekends
• Stan finds ideal customers among 700 million+ verified contacts and follows up until they reply
• Rachel answers every call day and night and books appointments directly into the calendar
• Linda drafts contracts in minutes, flags risky clauses and explains legalese in plain English
• Integrates with Gmail, Outlook, Instagram, LinkedIn, Facebook, Google, TikTok, YouTube, WordPress, Shopify, Webflow, Wix, Google Calendar, Zoom, Microsoft Teams and X
• CASA Tier 2 verified, independently audited by TAC Security, TLS 1.2+ in transit, AES-256 at rest, user data never used to train AI models
• Every plan includes 50 monthly hours of AI work; top-ups available when hours run out
• 7-day money-back guarantee

Pros

• Entry price of $24 per month on the yearly plan ($44 billed monthly) covers all 7 AI employees and unlimited businesses and team members
• Integrates with 16 platforms across social, communication, calendar and site builders
• Used by 40,000+ businesses with 150M+ monthly social impressions and 100,000 monthly calls handled

Cons

• 50 monthly hours of AI work can run short for heavy users
• Not built for high-volume customer support queues at the level of Intercom Fin
• Email sending has drawn complaints about domain deliverability in Reddit discussions

Pricing

• $24 per month on the yearly plan. Includes all 7 AI employees, 50 hours of AI work per month, unlimited businesses and unlimited team members.
• $44 per month on the monthly plan. Same inclusions.

Best For

Founders and solopreneurs who want AI employees that start working when given a business description, covering social, SEO, sales, calls, email, legal and website roles. Skip it if you need a high-volume customer support agent or deep workflow customization.

vs AI agents for business: Marblism covers 7 business roles from a single description at $24 per month on the yearly plan ($44 billed monthly). For a founder who needs coverage across those roles without hiring, it is a fast path to an AI workforce. For ops leads who need agent control over specific workflows or technical teams who need code-level logic, the tools above it fit better.

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6. Microsoft Copilot Studio: agent builder for Microsoft 365 organizations

Microsoft says 90% of the Fortune 500 has used Microsoft Copilot Studio, which is the agent platform for organizations that have already committed to Microsoft 365. Agents can be published to Teams, SharePoint and Copilot Chat, and the platform integrates with Azure AI Foundry, Azure AI Search and Power Platform connectors.

Copilot Studio supports multi-agent systems and lets teams build agents, workflows and apps in a single studio.

Key Features

• Agents can be published to Teams, SharePoint and Copilot Chat
• Supports conversational and autonomous capabilities with model selection
• Multi-agent systems and co-authoring on agents
• Integrates with Azure AI Foundry, Azure AI Search and premium Power Platform connectors
• Track agent ROI and analytics in Microsoft Purview, Power Platform admin center and Viva Insights
• Supports 22 languages including English, French, German, Japanese, Spanish and others
• Microsoft Copilot includes built-in agent-building for internal use; external channel publishing requires a standalone Copilot Studio plan
• Pre-purchase plan saves up to 20% with upfront Copilot Credit Commit Units
• New Azure accounts receive a $200 credit

Pros

• Microsoft says 90% of the Fortune 500 has used it, which matters for enterprise procurement
• Pay-as-you-go option with no upfront license commitment
• Supports 22 languages

Cons

• Sold as tenant-wide Copilot Credit packs of 25,000 credits each at $200 per pack per month
• Limited customization, pricing and learning curve are the top G2 complaints
• Not the right pick for teams outside the Microsoft 365 ecosystem

Pricing

• Copilot Credit packs at $200 per pack per month. Each pack contains 25,000 Copilot Credits, sold tenant-wide.
• Pay-as-you-go option. No upfront license commitment; billed only for credits consumed at end of month.
• Microsoft 365 Copilot at $30 per user per month, paid yearly. Includes agent-building for internal use.

User Reviews

Rated 4.4/5 from 155 reviews on G2.

“I really like Microsoft Copilot Studio because it can connect with almost all Microsoft applications, including Word, Outlook, MS Teams, Power BI, Power Apps, and SharePoint. That level of connectivity is a standout feature for me and makes the product feel genuinely versatile across different workflows.”

Best For

Organizations already committed to Microsoft 365 where permissions, audit trails and native integration across Microsoft applications are the deciding factors. Skip it if your team is not on Microsoft 365 or if you do not have a technical owner to handle the learning curve and credit management.

vs AI agents for business: At $200 per credit pack, Microsoft Copilot Studio carries a higher fixed monthly entry price than the other tools on this list with a listed starting price, though a pay-as-you-go option has no upfront commitment. That cost makes sense only inside a Microsoft 365 organization where the integration value is real. For teams outside that ecosystem, n8n at $20 per month billed annually or Gumloop at $37 per month deliver more flexibility at a fraction of the cost.

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7. n8n: self-hosted workflow automation with full agent support

Technical teams who need multi-agent systems, code-level control and on-premises or air-gapped deployment should look at n8n before anything else. It has 206.9k stars on GitHub. Every step of agent reasoning is traceable on the canvas, and teams can write JavaScript or Python anywhere in a workflow.

Pricing is per full workflow execution regardless of complexity, and all plans include unlimited users, workflows and every integration. The Community Edition is a self-hosted version available on GitHub.

Key Features

• Deploy on-premises, air-gapped or on managed cloud
• 500+ pre-built integrations and custom API connections
• Multi-agent setups and RAG systems; swap cloud or offline models without rebuilding workflows
• Supports JavaScript and Python anywhere in a workflow
• Human-in-the-loop approvals combined with rule-based automation; every execution is inspectable including prompt, response and outcome
• Enterprise tier: fully on-premises option, SSO SAML and LDAP, encrypted secret stores, version control, RBAC permissions, audit logs, log streaming to a SIEM, workflow history and real-time alerts
• Charges per full execution rather than per step or per user
• Community Edition available on GitHub
• Start-up Plan available at 50% off the Business plan for companies with fewer than 20 employees
• Business plan is self-hosted only and not available on n8n Cloud

Pros

• 206.9k GitHub stars signals a large, active community
• On-premises and air-gapped deployment available
• Unlimited users and workflows on all plans
• Per-execution pricing means complex workflows do not cost more than simple ones

Cons

• Not built for non-technical owners; maintaining workflows when a node breaks requires someone with technical knowledge
• Business plan is self-hosted only

Pricing

• Starter at $20 per month billed annually ($24 billed monthly). Includes 2,500 workflow executions, 1 shared project, 5 concurrent executions, Agents and AI nodes, 1,600 Assistant credits per month.
• Pro at $50 per month billed annually ($60 billed monthly). Includes 10,000 workflow executions, 3 shared projects, up to 50 concurrent executions, up to 9,600 Assistant credits per month, admin roles, metric-based evaluations and workflow history.
• Business at $800 per month billed annually ($960 billed monthly). Self-hosted only. For companies with fewer than 100 employees; 50% off available through the Start-up Plan for companies with fewer than 20 employees.
• Enterprise: contact n8n. Fully on-premises option, SSO SAML and LDAP, encrypted secret stores, version control and RBAC.

User Reviews

206.9k stars on GitHub.

Best For

Technical teams who need multi-agent systems, their own server and code-level control over every step of a workflow. Skip it if there is no one on the team to maintain the workflows when a node breaks or an API changes.

vs AI agents for business: A technical team that can own the maintenance gets the most from n8n at $20 per month on the annually billed Starter plan. n8n runs fully on your own hardware; Gumloop can also deploy inside the customer’s own AWS, Azure or Google Cloud environment.

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8. Sintra AI: 12 AI helpers covering core business functions

Sintra AI ships 12 AI employees across customer support, copywriting, SEO, social media, sales, data analysis, ecommerce, recruiting, personal development, virtual assistance, email marketing and business development. It has managed more than 600,000 accounts. The platform is powered by Claude 4.5 Sonnet, supports 100+ languages and is available 24/7 on web and mobile.

The Brain AI feature lets users personalize outputs by adding custom information about their brand, including websites and files. Every plan includes 250 monthly credits that reset each month; credits are only required for advanced AI actions, and users can buy top-ups when they run out.

Key Features

• 12 AI employees: Cassie (Customer Support), Penn (Copywriter), Buddy (Business Development), Dexter (Data Analyst), Commet (eCommerce), Milli (Sales Manager), Gigi (Personal Development), Scouty (Recruiter), Seomi (SEO Specialist), Soshie (Social Media), Vizzy (Virtual Assistant), Emmie (Email Marketer)
• Powered by Claude 4.5 Sonnet
• Brain AI lets users add custom brand information, websites and files to personalize outputs
• 15+ integrations on all plans
• 100+ languages supported
• Unlimited business profiles, each customized to unique business needs
• Workspace sharing for real-time team collaboration
• 14-day money-back guarantee
• 600,000+ accounts managed overall

Pros

• 12 role-specific helpers at $15.60 per month on the yearly plan
• 100+ language support
• 14-day money-back guarantee

Cons

• The lowest G2 rating among the tools here that have one: 2.3/5 from 20 reviews
• One Reddit user reports a poor experience with the social media manager, citing low-quality AI-generated images and AI-sounding captions
• 250 monthly credits may not go far for heavy users

Pricing

• 1-month plan at $48.50 per month. All 12 helpers, 250 monthly credits, 15+ integrations, 24/7 support.
• 3-month plan at $23.60 per month. Same inclusions.
• 12-month plan at $15.60 per month. Same inclusions.
• Credit top-ups available for purchase when the monthly 250-credit allocation runs out.

User Reviews

Rated 2.3/5 from 20 reviews on G2.

“Sintra runs almost my entire backoffice as a small hospitality business, from client communication and quotes to planning and admin. It saves me hours every week that I can now spend on clients and the kitchen instead of paperwork. The AI helpers feel like having a small ops team without the overhead of actually hiring one.”

Best For

Small business owners who want 12 role-specific AI helpers covering a wide range of functions at a low monthly price. Skip it if you need a high-volume customer support agent or a stronger G2 track record.

vs AI agents for business: Sintra AI’s 12-month plan at $15.60 per month is the cheapest paid flat plan on this list; Lindy and Zapier Agents also offer free tiers. Marblism at $24 per month on the yearly plan has 7 employees versus Sintra’s 12 and a done-for-you model built around a business description.

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AI Agents for Business at a Glance

Intercom Fin comes first because it charges per outcome; the subscription tools follow, roughly from low to high.

Tool	Type	Entry Price	Free Tier	Best For
Intercom Fin	Customer support agent	$0.99 per resolution	14-day trial, no card	Teams where query volume is the primary drag
Sintra AI	12 role-specific AI helpers	$15.60/mo (12-month plan)	14-day money-back guarantee	Small business owners wanting broad role coverage at low cost
n8n	Self-hosted workflow automation	$20/mo (billed annually)	Community Edition on GitHub	Technical teams needing self-hosted or air-gapped control
Marblism	7 done-for-you AI employees	$24/mo (yearly)	7-day money-back guarantee	Founders wanting AI employees with no prompting skills
Gumloop	AI-native automation with browser control	$37/mo	14-day trial	Ops leads needing agents beyond app APIs
Lindy	AI teammate for repeating tasks	$49.99/mo (Team)	Free plan	Ops leads automating internal repeating work
Zapier Agents	Agents across connected apps	$50/mo (Agents Pro)	Yes (Agents Free)	Teams already running Zaps who want agents on top
Microsoft Copilot Studio	Microsoft 365 agent builder	$200/pack/mo (25,000 credits)	$200 Azure credit for new accounts	Microsoft 365 organizations with a technical owner

Intercom Fin is the only tool here that prices this way. Fin’s bill moves with volume; the other 7 sell plans at a monthly price, whatever usage sits inside them.

AI Agents for Business Head-to-Head

Gumloop versus Zapier Agents is the comparison for automation buyers. Lindy versus Intercom Fin is the one for teams choosing between internal ops and external customer work.

Gumloop vs Zapier Agents

Both automate workflows across apps and let agents run on their own. One reaches any website with or without an API; the other has 22 times more app connections but stays inside what the user has already set up.

Gumloop at $37 per month opens a real browser and interacts with any site with or without an API, clears CAPTCHAs, browses from trusted connections in the user’s chosen region, and routes every task through a Model Router that matches it to the model it needs, so routine work runs on cheaper models. It has 400+ connectors.

Zapier Agents at $50 per month works across 9,000+ apps, 22 times more than Gumloop, but agents can only act in apps the user has already connected and using triggers and actions the user has set up.

I’d pick Gumloop for workflows that touch live websites or need AI-native model routing. If your team already runs Zaps across connected business apps and wants agents on top without adding a new vendor, Zapier Agents is the simpler call.

Lindy vs Intercom Fin

Both are agent tools you configure once and leave running. The work they do is not the same.

Lindy at $49.99 per month on the Team plan handles internal repeating work: automating client onboarding, scheduling meetings, taking notes, and running morning briefs. It connects to 1,500+ tools and saves its memory in plain files you can read and edit. The G2 reviewer who saves 5 to 7 hours a week is using it for an internal CRM-triggered workflow.

Intercom Fin charges per outcome on external customer queries and reports a 76% average resolution rate. It works across chat, email, voice, social, Slack and API and is built for the volume of inbound questions a support team faces.

I’d pick Lindy for internal repeating work. I’d pick Intercom Fin when the job is resolving external customer queries at volume, and whether the business pays per outcome or per month is the real decision.

Which AI Agent for Business Should You Choose?

Pick by the job, not by the tool. Every pick below is wrong for some situations and right for one.

If customer support volume is the pain, I’d start with Intercom Fin. It resolves queries at a high average rate, charges per outcome on top of any helpdesk seats, and works across chat, email, voice, social, Slack and API.

Founders and solopreneurs who want AI employees that act the moment you describe your business should start with Marblism. 7 employees, $24 per month on the yearly plan ($44 billed monthly), describe your business and they run.

For an ops lead whose workflows reach into sites with no API, Gumloop Pro starts at $37 per month: its agents click, type, upload and pull data from any site.

Teams already running Zaps who want agents on top of existing app connections should start with Zapier Agents. Agents can work across thousands of connected apps, using the apps you have connected and the triggers and actions you have already set up.

Microsoft 365 organizations with a technical owner to manage setup and credit budgets should go with Microsoft Copilot Studio. The native permissions and Microsoft application integration are the strongest arguments for it.

A technical team that needs multi-agent systems with on-premises or air-gapped deployment should look at n8n before anything else. At $20 per month on the annually billed Starter plan, it is an affordable choice for teams who can own the maintenance.

If the job is internal repeating tasks like client onboarding, scheduling or meeting notes and you want an agent with editable memory, I’d try Lindy first. The 4.9/5 G2 rating and free plan make it easy to validate before paying.

If budget is the deciding factor and 12 role-specific helpers covering most business functions is enough, start with Sintra AI’s 12-month plan at $15.60 per month. Know going in that the G2 rating is 2.3/5 from 20 reviews.

Bottom Line on AI Agents for Business

I would start with Intercom Fin for any team where inbound query volume is the thing pulling the team away from everything else. Fin charges per outcome, with no setup, integration or platform fees and no charge when a conversation is passed to your team without an outcome, so you pay only when Fin delivers.

Gumloop is the runner-up for ops leads whose workflows reach past app integrations into sites with no API. Gumloop agents open a real browser and pull data from any site, with or without an API.

Intercom Fin is the wrong pick for a team with no customer-facing support function. Skip Gumloop if the work stays internal and never touches a live website. For a founder who wants AI employees running from the moment they describe the business, Marblism is where I would start.

Top AI Employees is an independent directory, not affiliated with any vendor on this list. To compare these tools or find others in the category, compare AI employee platforms at topaiemployees.com.

FAQ

What is the best AI agent for business?

For customer support, Intercom Fin. It averages a 76% resolution rate across 12,000+ businesses and charges per outcome. If the work goes beyond app APIs into browser automation or data pulls, I’d pick Gumloop. For founders who want AI employees covering sales, SEO and email from a business description alone, I’d start with Marblism.

How much do AI agents for business cost?

The range across these 8 tools runs from a free plan (Lindy) and $0.99 per outcome (Intercom Fin) to $960 per month for n8n Business billed monthly ($800 billed annually). Flat monthly plans start at $15.60 per month for Sintra AI on the yearly plan, $20 per month for n8n billed annually, $24 per month for Marblism on the yearly plan, $37 per month for Gumloop, $49.99 per month for Lindy’s Team plan and $50 per month for Zapier Agents Pro billed monthly. The n8n Community Edition is a standard self-hosted version of n8n available on GitHub. Outcome-based pricing like Intercom Fin’s costs less than a flat subscription if query volume is low, and more if it is high.

Can AI agents replace employees?

No, not a job. They handle the defined repeating part: resolving customer queries, sending follow-up emails, booking appointments, writing SEO articles on schedule. Judgment, exceptions and cleanup stay with people. Gusto cut partnership review prep from 30 to 45 minutes per customer to under 5 minutes using Gumloop’s agent. That is a real productivity gain. The repeating part of the job runs on its own; the parts that need judgment still need a person.

What is the difference between an AI agent and a chatbot?

A chatbot answers and stops. An AI agent takes a sequence of actions and writes to systems: it books the meeting, updates the CRM record, fires the welcome email, files the notes. Intercom Fin reads customer history, decides what to do next and closes the query without a human in the loop. Gumloop agents open a browser, click, type, upload and pull data from a site, with or without an API. Lindy triggers a chain of steps across multiple apps when a contract is signed. The difference is not chat versus no chat. It is one action versus a sequence.

Which AI agent is best for small business?

Marblism at $24 per month on the yearly plan is the strongest pick for founders and solopreneurs who want AI employees handling social media, SEO, sales, calls, email, legal and website work from a business description, with no prompting skills needed. Lindy at $49.99 per month fits small teams with specific repeating workflows to automate, where a 5 to 7 hour weekly saving justifies the cost. For a small business where customer queries are the main load, Intercom Fin’s per-outcome model with its 50-outcome monthly minimum means a bill that starts around $50 and grows with volume.