Chatfuel vs Chatbase vs helply: A Detailed Comparison

Key Takeaways:

• Chatfuel is a Meta-first marketing tool (free, then $49/month) that builds Instagram, Facebook, and WhatsApp bots fast, but it has no real concept of a support ticket or a customer account.
• Chatbase trains a website Q&A bot on your docs in about 15 minutes (free, then $32 to $400/month by message credits). But users report it confidently invents answers, and it adds fees like $1,188/year just to remove its branding.
• Helply is a B2B support platform, not a chatbot. It drafts replies with full account context, resolves tickets across Slack, email, and in-app chat, and mines every ticket for churn, upsell, and competitor signals.
• Helply gives the whole team a free helpdesk with unlimited seats. It charges only when AI delivers an outcome, from $0.25 per drafted reply to $2.99 per revenue signal.
• For a $1M to $50M ARR software company, Helply is the only option here that turns support into a revenue engine instead of a cost you meter by credits or contacts.

Your product questions are landing in four places at once. A few in the website chat widget. A handful in a shared Slack channel with your biggest account. The rest scattered across email and your in-app messenger. Two teammates reply to the same thread. A renewal-risk question from Tuesday is still sitting unanswered.

So you start looking at AI chat tools, and two names come up fast: Chatfuel and Chatbase. Then the doubts creep in. One reviewer described a content-trained bot that generated confident, totally wrong answers and even invented help-center URLs that never existed on their domain. Another buyer reported their bill climbing roughly 5 times over 3 years while their actual usage stayed flat.

That is the real fear behind the Chatfuel vs Chatbase decision. Not which tool has the prettier builder, but which one answers customers accurately and which one quietly punishes you for growing.

You'll see what each tool actually does, its current pricing, what users say, and which fits a B2B support team.

Let’s get started!

Chatfuel vs Chatbase vs Helply: Comparison Table

Chatfuel is a no-code chatbot builder for Meta channels, best for marketing and sales automation in Instagram, Facebook Messenger, and WhatsAp.

Chatbase is a website AI agent you train on your own content, best for a fast FAQ bot on a single site.

Helply is a B2B support platform with a free helpdesk and pay-per-outcome AI. It is built for software teams that run support across many channels and care about retention and expansion.

The Real Decision Is What You Pay For

The choice that actually shows up on your invoice is the pricing model, and all three tools meter you differently.

Chatfuel charges by subscribers and contacts. As your audience grows, the bill grows with it, whether or not those contacts ever get a useful answer.

Chatbase charges by message credits, then layers on add-ons for extra agents, custom domains, and branding removal. Every reply burns credit, so cost climbs with volume and forces you to watch a meter.

Helply flips the model. The helpdesk is free for the entire team, with unlimited seats and every channel included. The only thing that costs money is an AI outcome: a drafted reply, a resolved ticket, a caught churn signal. If the AI does nothing useful in a given month, that part of the bill is zero.

Helply's free helpdesk starts at $0, and outcome charges only begin when AI produces value.

Subscribers, credits, and outcomes are three very different ways to pay.

Chatfuel: Best for Meta Marketing Automation

Chatfuel is a no-code chatbot builder centered on Meta's ecosystem. It is an Official Meta Partner and WhatsApp Business Solution Provider used by more than 150,000 businesses.

It shines at automating sales and marketing conversations in Instagram, Facebook Messenger, and WhatsApp. It is a marketing tool first, not a support desk.

Chatfuel Features

• Visual flow builder. Drag-and-drop blocks let non-developers map branching conversations for FAQs, lead qualification, and product recommendations without code.
• Meta channel automation. Native automations for Instagram comments, Facebook Messenger, and WhatsApp, including a verified green badge and unlimited agents on one WhatsApp number.
• Shared inbox and live-chat takeover. Human agents can step into any automated conversation, with mobile apps for replying on the go.
• AI sales manager and AI knowledge base. The paid plan adds AI-driven replies and a trained knowledge base so the bot can answer common questions in a more natural voice.
• Commerce integrations. Built-in connections to Stripe, Shopify, Calendly, Zapier, and Google Sheets support carts, bookings, and payment flows.
• Broadcasts and segmentation. Re-engagement campaigns, tagging, and audience segments help marketers push offers and recover abandoned carts.

Pricing

Chatfuel Light is free and covers Instagram, Facebook, and WhatsApp automations, a shared inbox, the flow builder, and templates.

AI Pro is $49/month (about $34.79/month billed annually with the 29% annual discount) and adds the AI sales manager, AI knowledge base, broadcasts, and lead-qualification funnels.

Premium is custom-priced for higher limits. Usage limits apply on every plan, so heavy senders can outgrow a tier.

Chatfuel vs Chatbase: Where Chatfuel Wins

Chatfuel beats Chatbase when the job lives inside Meta. If most of your customer conversations happen in Instagram DMs or WhatsApp, Chatfuel's native integrations are more reliable.

They are Meta-approved, unlike a general website bot pushed onto those channels. Its visual flow builder also gives marketers tighter control over scripted sequences, broadcasts, and cart recovery, which Chatbase does not do.

For social-commerce and lead-gen automation, Chatfuel is the stronger pick.

Chatfuel Pros

• Fast to launch on Meta. Most reviewers say the first bot goes live in under an hour, with templates covering common sales and support flows.
• Strong marketing automation. Broadcasts, segmentation, and comment-to-DM automation make it genuinely useful for Instagram and Facebook campaigns.
• Live-chat takeover with mobile apps. Agents can jump into conversations and reply from their phones, which suits small, mobile teams.

Chatfuel Cons

• Bills creep up with subscribers. Plans scale by contact count, and one long-term user reported their bill rose 5 times over 3 years at flat usage.
• No cross-channel flow reuse. A flow built for Facebook cannot be copied to Instagram, so multichannel teams build everything twice.
• Basic NLP and weak web support. It leans on keyword triggers and lacks a true omnichannel desk for email or in-app support, with reports of dashboard downtime and slow billing support.

Chatbase: Best for a Quick Website Q&A Bot

Chatbase lets you train an AI agent on your documents, URLs, and PDFs, then embed it on a website to answer questions in minutes.

It now markets itself as a customer support platform and has added a help desk, voice, and telephony on higher tiers. At its core, though, it is still a single-bot, credit-metered Q&A tool rather than a team support system.

Chatbase Features

• Content training. Upload PDFs, websites, Notion pages, and Q&A pairs, and the agent learns to answer from your material with no flow-building required.
• Multi-model AI playground. Test GPT-4, Claude, and Gemini models side by side to tune accuracy and cost per reply.
• AI Actions. Agents can run tasks like order lookups or CRM updates, turning a static FAQ bot into a more interactive assistant.
• Analytics and sentiment. Dashboards track conversations, topics, and sentiment so you can refine answers over time.
• Integrations. Connections to Stripe, Zendesk, Slack, WhatsApp, Instagram, and Zapier on paid tiers extend where the bot can run.

Chatbase Pricing

Chatbase is free for 50 message credits a month with one agent, though free agents get deleted after 14 days of inactivity.

Paid plans, billed annually, run $32/month (Hobby, 500 credits), $120/month (Standard, 4,000 credits, marked Popular), and $400/month (Pro, 15,000 credits), with custom Enterprise pricing above that.

The add-ons matter: auto-recharge credits cost $40 per 1,000, extra agents are $300 per agent per year, and removing the "Powered by Chatbase" branding costs $1,188 per year.

Chatfuel vs Chatbase: Where Chatbase Wins

Chatbase beats Chatfuel on raw AI quality and setup speed. It uses modern large language models instead of keyword rules, so it understands phrasing Chatfuel would miss.

And it trains directly on your own content without anyone drawing a single flow. Reviewers consistently get a working bot live in 10 to 15 minutes.

Its analytics run deeper too, with sentiment and topic clustering Chatfuel does not match. For an accurate website FAQ bot trained on your docs, Chatbase is the better tool.

Chatbase Pros

• Speed to value. A trained, embeddable bot can be live in about 15 minutes, which reviewers cite as its biggest strength.
• Trains on your own content. Answers come from your documents, so the bot reflects your product rather than generic web data.
• Flexible model choice. Switching between GPT-4, Claude, and Gemini lets teams balance accuracy against credit cost.

Chatbase Cons

• Hallucinations on support questions. Users report the bot confidently inventing answers and even fake URLs on their own domain, which is risky for customer-facing replies.
• Unpredictable, add-on-heavy cost. Message credits make spend hard to forecast, and essentials like branding removal ($1,188/year) and extra agents ($300/year each) are billed separately.
• Thin team and support features. Live-chat handoff is reported as weak, and billing complaints drag its Trustpilot rating to 2.1 out of 5 at the time of writing, with one user threatening a chargeback to get a refund.

Helply: The B2B Support Platform Built Around Outcomes

Helply is not a chatbot you bolt onto your site. It is a full B2B support platform with its own free helpdesk, designed for technical companies that sell software.

B2B support is a different problem from B2C. It means lower volume, higher stakes, and known accounts, where every ticket reflects the health of a paying customer. Generic chatbots were not built for that. Helply was.

What Helply Does

• AI assistant that supercharges agents. It drafts every reply with sources and full account context, making a human agent faster and sharper. This is the most-used capability for B2B teams.
• Support Intelligence. Ask Helply anything across tickets, accounts, billing, and product data in plain language, and the whole support history becomes queryable.
• Revenue signals. Every ticket is mined for churn risk, upsell intent, competitor mentions, and feature requests, each routed to the team that owns the account.
• Autonomous resolution. High-confidence tickets are resolved end to end across any channel, while everything else reaches a human with an AI-drafted reply ready to send.
• Omnichannel by default. Slack Connect, Microsoft Teams, Discord, email, in-app chat, SMS, WhatsApp, a customer portal, and an API all feed one context layer.

Helply Pricing: Free Helpdesk Plus Pay per Outcome

The helpdesk is free forever, with unlimited seats, all channels, ticketing, a knowledge base, macros, and reporting.

On top of that, AI-First Support charges only for outcomes the AI delivers, grouped into four categories:

Enterprise adds volume credits, SSO, SLAs, and white-glove migration. Want to model your own numbers?

The cost calculator estimates a monthly figure from your ticket mix.

Helply Pros

• Free helpdesk with unlimited seats. The whole team works in a real ticketing system at no per-seat cost, so headcount never inflates the bill.
• Answers grounded in account context. Drafts pull from CRM, Stripe, and product usage, which keeps replies accurate on technical, account-specific tickets.
• Support that produces revenue. Churn, upsell, and competitor signals route to CSMs and AEs automatically, so support feeds retention and expansion.

Helply Cons

• Built for B2B software, not everyone. Teams in B2C, e-commerce, agencies, or marketplaces are outside the ICP and will get more from a generalist tool.
• Outcome value depends on your data. The richer your connected context (CRM, billing, product usage), the more the AI surfaces, so thin setups see less on day one.

Best For

Technical B2B companies between roughly $1M and $50M ARR, running up to 100 agents and up to 15,000 tickets a month. The common thread is that they want support to drive revenue.

Side-By-Side Comparison

Which Should a B2B Support Team Choose?

Match the tool to the job. If your customer conversations live in Instagram and WhatsApp and the goal is marketing and lead capture, Chatfuel is the right call.

If you need a cheap, fast FAQ bot on a single website and can accept some accuracy risk, Chatbase will get you live today.

If you run support for a B2B software product, neither one fits the actual shape of the work. Your tickets arrive in Slack and email. They reference specific accounts and contracts. The answers depend on billing and usage data that a website bot never sees.

That is the gap Helply was built for, and it is why support there can pay for itself instead of just costing money to run.

The deciding factor comes back to what you pay for. Subscribers and credits charge you for activity. Helply charges for outcomes. For a team that wants every ticket to protect revenue, that alignment is the whole point.

Final Verdict

The honest answer to Chatfuel vs Chatbase is that both win in narrow lanes: Chatfuel for Meta marketing bots, Chatbase for a quick website FAQ.

Neither was built to run support for a B2B software company across Slack, email, and in-app chat.

And neither turns a ticket into a retention or expansion signal. Helply does both, on a free helpdesk that bills only when its AI delivers a real outcome.