Best AI Automation Tools for Small Business in 2026 (Price-Checked Picks)
Finding the best AI automation tools for small business in 2026 shouldn’t require a computer science degree — but most comparison articles out there are written for developers or enterprise buyers, and the prices they quote are often a year out of date. I spent the day re-checking every price below against the vendors’ own pricing pages (or, where those pages refused to load, against multiple independent guides dated September to November 2026 that state they read the figure off the vendor page). Every price in this article was checked on November 8, 2026.
The short version
- Make is my pick for most small businesses: $9 a month buys 10,000 credits on the Core plan, and the free tier alone covers 1,000 credits a month. It is the cheapest real automation you can buy.
- Zapier is still the easiest to start with and has the biggest app library — 7,000+ apps — but it charges per task, so a 5-step workflow costs five times what you think. Professional starts at $19.99 a month for 750 tasks.
- n8n is the best deal if you’re even slightly technical: self-hosting is free with unlimited executions, and the cloud plan starts at €20 a month for 2,500 executions. One execution covers a whole workflow, however many steps it has.
- Lindy (from $29.99 to $49.99 per user a month — Lindy is A/B-testing its entry price) and Gumloop ($37 a month flat) are AI agents, not workflow builders. Lindy is the teammate you talk to; Gumloop is the batch-processing machine.
- Bardeen ($10 a month, 100 free credits forever) lives in your browser and is brilliant for scraping and enrichment. ActivePieces ($16 a month annual, 10,000 credits; self-hosted free) is the open-source option.
- Do not buy Pipedream or Relay.app. Pipedream’s Workflows shut down on March 31, 2027, and Relay.app already closed — free accounts on August 15, 2026, paid accounts on September 14. Both are in the “avoid” section below with the details.
- No confirmed Black Friday 2026 deal exists for any of these seven tools as of today. Don’t trust coupon sites claiming otherwise.
- Prices checked November 8, 2026.
Disclosure: This article contains affiliate links. If you buy through them, I may earn a commission at no extra cost to you. I only recommend tools I’ve actually researched, and the prices below are the ones I verified on November 8, 2026 — re-check at checkout before you pay.
Why most automation advice is wrong for small businesses
Here’s the problem with nearly every “best automation tools” list you’ll find: it assumes you have an IT team, a budget in the thousands, and someone who enjoys reading API documentation. A small business owner has none of those things. You have a leaking sales pipeline, an inbox that never empties, and maybe two hours a week to spend on tooling — not two months.
So I judged these seven tools on small-business questions, not enterprise ones. How much does it cost to run one ordinary workflow — say, “when someone fills in my contact form, add them to my CRM, send a Slack message, and draft a follow-up email” — a hundred times a month? Can a non-technical owner set it up in an afternoon? Does the free tier actually do anything, or is it a demo wearing a free label? And what happens when your business grows — does the bill grow with you, or does it stay flat?
One thing to know before we start: these tools don’t all charge for the same thing, and that’s where most buyers get burned. Zapier charges per task, which means per step. Make and ActivePieces charge per credit, roughly per step. n8n charges per execution, which means per whole workflow run — ten steps cost the same as one. Lindy and Gumloop charge per credit too, but their credits mean completely different things (Lindy credits are abstract work units; Gumloop credits are five-tenths of a cent of actual model cost plus an 8% fee). I’ll do the real math for each tool so you can compare apples to apples: what one run of a typical 5-step workflow actually costs you.
The seven tools at a glance
| Tool | Free tier | Cheapest paid plan | What you pay for | Best for |
|---|---|---|---|---|
| Make | 1,000 credits/mo | $9/mo annual | Credits (≈1 per step) | Most small businesses |
| Zapier | 100 tasks/mo | $19.99/mo annual | Tasks (1 per step) | Biggest app library, easiest start |
| n8n | Self-hosted: free, unlimited | €20/mo annual | Executions (whole runs) | Technical owners, heavy volume |
| Lindy | $50 credits, 7 days only | $29.99–$49.99/user/mo | Credits per user | AI assistant work (inbox, calendar) |
| Gumloop | None on pricing page | $37/mo flat | Credits ($0.005 each) + 8% fee | Batch data work, whole teams |
| Bardeen | 100 credits/mo, always | $10/mo | Credits (1 per row) | Browser scraping, enrichment |
| ActivePieces | 1,000 credits/mo | $16/mo annual | Credits (1 per flow run) | Open-source fans, simple flows |
Two of these tools also have a free self-hosted option — n8n and ActivePieces — which matters if you ever want to escape the monthly bill entirely. And two of them, Lindy and Gumloop, aren’t really workflow builders at all; they’re AI agents, and I’ve compared them head-to-head in my Lindy vs Gumloop in 2026 article if you want the deep version.
1. Make — the best all-rounder for a small business
Make is the tool I recommend first, and the reason is embarrassingly simple: it’s the cheapest way to run real automations. The Core plan costs $9 a month on annual billing ($10.59 month-to-month) and includes 10,000 credits. One non-AI step costs one credit, so a 5-step workflow run costs 5 credits — about nine-hundredths of a cent per credit, or roughly $0.0045 per run. Run that workflow 100 times a month and you’ve spent 500 credits out of 10,000. You would need to run it 2,000 times a month to hit the limit. For most small businesses, the entry plan is more headroom than they’ll ever use.
The free tier is genuinely usable too: 1,000 credits a month, two scenarios, no card required. That’s 200 runs of that 5-step workflow every month for free. If you’re just automating your contact form and a couple of follow-ups, you might never pay anything.
Make’s AI side is real, not a sticker on the box. Make AI Agents — still in open beta as of October 2026, rebuilt in February — let you describe a job and watch the agent build and run it, with a reasoning panel that shows its thinking, sub-agents for splitting work, and RAG knowledge files so the agent can answer from your own documents. There’s also Maia, a natural-language builder, and an MCP server on the Pro plan so other AI tools can trigger your scenarios. AI steps are token-metered rather than one-credit-flat, so heavy AI work costs more than a plain step — fair, but worth knowing before you build an AI-heavy flow.
Pricing is per workspace, not per user, which is good news for a small team: your whole team shares one bill. The higher tiers are Pro at $16 a month annual, Teams at $29, and custom Enterprise. One honest flag: older blog posts quote Make at $12/$21/$38 — those were September prices. The October read shows $9/$16/$29, a genuine price cut, and that’s the figure I’m publishing.
Make’s affiliate program is verified on the vendor’s own help page: 35% recurring for 12 months, paid via Wise, with a $100 minimum payout. That’s the strongest affiliate play in this roundup, and it’s one of the reasons Make keeps showing up in my recommendations.
| Plan | Price (annual) | Credits | Notes |
|---|---|---|---|
| Free | $0 | 1,000/mo | 2 scenarios, no card required |
| Core | $9/mo | 10,000/mo | Per workspace, not per user |
| Pro | $16/mo | 10,000+ credits | MCP server, priority support |
| Teams | $29/mo | Higher limits | Team workspaces, roles |
| Enterprise | Custom | Custom | SSO, audit logs, dedicated support |
Bottom line: if you only buy one tool from this list, buy Make. It costs less than a sandwich a month, the free tier is real, and it handles everything from a contact form to a full AI agent.
2. Zapier — the easiest start, the priciest habit
Zapier is the tool most small business owners have heard of, and for good reason: it’s the easiest automation tool to learn, and its app library is enormous — somewhere between 7,000 and 9,000 apps, depending on whose count you believe. If the app you use exists, Zapier almost certainly connects to it. For a non-technical owner who wants something working this afternoon, Zapier is still the fastest path.
The catch is the pricing model, and it’s the single most expensive habit in this roundup. Zapier charges per task — and a task is one step, not one workflow run. That 5-step contact-form workflow costs 5 tasks every time it runs. The Professional plan starts at $19.99 a month on annual billing ($29.99 month-to-month) for 750 tasks. Run that workflow 100 times a month and you’ve used 500 tasks — two-thirds of your allowance — for a job Make would do for 500 of its 10,000 credits at half the price. Per run, Zapier costs about $0.13 against Make’s $0.0045. That’s roughly 29 times more expensive for the same work.
The free tier gives you 100 tasks a month and two-step Zaps only — that’s 20 runs of a 5-step workflow, except you can’t even build a 5-step workflow on the free plan. It’s a trial with a free label, not a working tier. The Team plan starts at $69 a month annual for 2,000 tasks, and the slider climbs to $489 a month annual at 100,000 tasks. Overage is charged at 1.25 times the annual rate (2.5 times on monthly billing), and it stops at three times your plan — at least it can’t spiral forever.
Zapier’s AI story changed in June 2026, and this is where old articles will mislead you. “AI by Zapier” was repriced on June 15, 2026: AI steps now cost a multiplier on tasks — Standard steps cost 1×, Advanced 3×, Premium 5× per run, plus a charge per tool call — and new AI steps default to Premium, the most expensive tier. One June source said the default was Advanced; October reads say Premium. Either way, an AI-heavy Zap costs several times what the plan page’s headline number suggests. Zapier Agents (the separate agent product) gives you 400 activities a month free, with a Pro tier at $400 a year for 1,500 activities, and it’s being folded into AI by Zapier. Copilot, the natural-language builder, is available on all plans including free.
One more honest note: Zapier has no open affiliate program — only partner tracks for creators, solutions, and integrations. A PartnerStack listing pays $100 per paid upgrade with a 90-day cookie, but it’s gated, and claims of “25% recurring” for Zapier are unconfirmed. Don’t trust any article quoting a Zapier commission rate.
| Plan | Price (annual) | Tasks | Notes |
|---|---|---|---|
| Free | $0 | 100/mo | 2-step Zaps only |
| Professional | From $19.99/mo | 750/mo | Starter retired Apr 2024, folded into Pro |
| Team | From $69/mo | 2,000/mo | Shared workspaces, more seats |
| Enterprise | Custom | Custom | SSO, advanced controls |
Bottom line: pick Zapier if you value the biggest app library and the gentlest learning curve, and your workflows are simple and low-volume. The moment your volume grows — or your workflows get longer — the per-task bill is the thing that will push you to Make or n8n.
3. n8n — the best deal if you’re even slightly technical
n8n is the tool that makes the pricing math embarrassing for everyone else. The self-hosted Community edition is free with unlimited executions under a Sustainable Use licence — you install it on a cheap server (a $5-a-month VPS does the job) and you never pay n8n another cent, no matter how many workflows you run. For a small business with someone even slightly technical on the team, that’s the cheapest automation on the planet.
The cloud version is where the math gets interesting. Cloud Starter costs €20 a month on annual billing (€24 month-to-month) for 2,500 executions — and here’s the key difference: one execution is one whole workflow run, however many steps it has. That 5-step contact-form workflow costs one execution per run, not five. At the annual price, that’s about €0.008 per run — and 100 runs a month uses just 4% of your allowance. The Pro plan is €50 a month annual for 10,000 executions, and Business is €667 a month annual (€800 month-to-month) for 40,000. One source quoted Business at €960 a month; the €800 figure is the one corroborated by the majority of recent reads, so I’m publishing that and flagging the conflict here.
Two things changed in 2026 that older articles miss. First, n8n removed its active-workflow limits in April 2026 — you can now have as many workflows as you like on every plan. Second, the Starter and Pro quotas pause your workflows when they run out instead of charging overage, so there are no surprise bills. And a practical note: n8n bills in euros only, so the dollar figure on your card will move with the exchange rate.
The AI side is n8n’s strongest card. Around 70 LangChain nodes, a dedicated AI Agent node, RAG with vector stores, persistent memory, agent loops, human-in-the-loop approvals, and the ability to run local models through Ollama — all available on every plan, including the free self-hosted one. If you want to build a genuinely autonomous agent rather than a fixed workflow, n8n is the cheapest place to do it.
n8n’s affiliate program is verified: 30% recurring for 12 months on cloud plans, via PartnerStack, paid by PayPal with a €100 minimum and a 90-day cookie. That’s the second strong affiliate play in this roundup after Make.
| Plan | Price (annual) | Executions | Notes |
|---|---|---|---|
| Self-hosted | $0 | Unlimited | Community edition, Sustainable Use licence |
| Cloud Starter | €20/mo | 2,500/mo | 5 concurrent, 1 shared project |
| Cloud Pro | €50/mo | 10,000/mo | 20 concurrent, 3 projects |
| Cloud Business | €667/mo | 40,000/mo | SSO, Git, higher concurrency |
| Enterprise | Custom | Custom | 200+ concurrent, dedicated support |
Bottom line: if anyone on your team can run a server — or is willing to learn for an afternoon — self-hosted n8n is free forever. If not, the cloud plan is still the best per-run value here. I’ve compared the three workflow builders head-to-head in my n8n vs Make vs Zapier in 2026 article.
4. Lindy — the AI teammate for assistant work
Lindy is a different species from the tools above. You don’t build workflows — you describe a job in plain English, in Slack, email, or iMessage, and Lindy (its agents are called “Lindies”) figures out the steps itself. It’s an AI teammate, not a flowchart. That makes it brilliant for the kind of work a small business owner actually drowns in: inbox triage, calendar prep, meeting notes, sales follow-ups, support triage.
Pricing changed completely in 2026, and most articles ranking on Google still list the old plans. The named tiers — Plus ($29.99), Pro ($99.99), Max ($199.99) — were retired around October 4, 2026. What’s live now is a single Team plan priced per active user, with a credit-volume selector. The entry price is genuinely uncertain right now: a November 2 capture showed $49.99 a month for 5,000 credits, while an October 10 test was served $29.99 for 3,000 credits on some visits and $49.99 on others. Lindy is A/B-testing its entry rung, so I’m publishing the honest range: Team starts at $29.99 to $49.99 per active user a month, and you should confirm the figure on the pricing page before you pay. There is no annual billing published — monthly only — and credits pool across your workspace, with top-ups at $10 per 1,000 credits that never expire. If the pool runs dry, Lindy pauses credit-using actions instead of billing you. I like that design a lot.
The free tier is really a trial: $50 in credits that expire after 7 days, no card required. Useful for testing, not for running your business.
What you get for the money is substantial: 40+ skills including inbox management, meeting recording with a shared library, drafting replies in your voice, scheduled routines, a code action (JavaScript or Python) for anything the built-ins can’t cover, and a voice agent called Gaia that makes and takes phone calls. Approvals are built in — anything with outside impact, like sending an email, waits for your say-so first. That’s the guardrail that matters when an agent has access to your inbox. One figure I could not verify: voice calls are reported at roughly 20 credits a minute plus $10 per phone number by one source and $0.19 a minute by another, and neither appears on Lindy’s official pricing page. If phone calls are your reason for buying, ask Lindy directly.
Lindy’s affiliate program is listed on PartnerStack at 30% in year one and 15% in year two — directory-sourced, so treat the cookie length as unverified. Lindy also carries a 4.9-out-of-5 G2 rating from roughly 170 reviews, which is a much thicker sample than most AI agent tools can claim.
| Plan | Price | Credits | Notes |
|---|---|---|---|
| Free | $0 | $50 in credits | Expires after 7 days; no card required |
| Team | $29.99–$49.99/user/mo | 3,000–5,000 per user | Monthly only; credits pool; top-ups $10/1,000 |
| Enterprise | Custom | Custom | SSO, SCIM, audit logs, HIPAA + BAA |
Bottom line: Lindy is the right buy if your pain is assistant work — email, calendar, meetings, follow-ups — and you want to describe the job in a sentence instead of building a flowchart. For a solo operator it’s fairly priced; for a team, remember every active user is billed, so the cost multiplies with headcount.
5. Gumloop — the flat-fee machine for teams and batch work
Gumloop is the other AI agent in this list, and it works the opposite way from Lindy. You build visual workflows on a canvas — a scraper node here, an AI summarizer there, a Google Sheet at the end — and the flow runs the same way every time. In 2026 Gumloop repositioned itself from a canvas tool to an agent platform, adding Gumball, a chat agent with skills, connectors, a knowledge index, and a model router across 35+ models. Its standout feature is subflows: reusable workflow modules you define once and call from any parent flow, like functions in code. If you’ve ever outgrown Zapier because your zaps turned into spaghetti, subflows are the answer.
The pricing is the simplest team deal in this roundup: Pro costs $37 a month flat for 20,000 credits, and that covers your whole team — unlimited seats, unlimited teams, five concurrent runs. Compare that with Lindy, where five people cost $149.95 to $249.95 a month. The gap is the whole story for teams. One credit is worth $0.005, so the 20,000-credit grant is $100 of compute value (7,400 base credits plus 12,600 bonus), but here’s the catch: Gumloop passes through the list cost of model tokens and compute, plus an 8% orchestration fee — 16% if you bring your own model API key, calculated on the full list cost as if you hadn’t brought one. Credits don’t roll over on Pro, and pay-as-you-go is off by default: if you burn through 20,000 credits mid-month, your agents stop and Gumloop asks you to enable it at $0.005 a credit.
The free plan is murky, and I’ll be straight about that. Gumloop’s own support docs still describe a free tier with 5,000 credits a month, but direct checks of the pricing page in August and October 2026 found only Pro and Enterprise — no free card. New signups start on a 14-day Pro trial that requires a card and auto-converts to paid Pro unless you cancel. Don’t count on a permanent free tier until Gumloop puts it back on the pricing page.
Where Gumloop really earns its place is browser automation: a built-in web scraper node, a Chrome extension that records a browsing session and replays it as a node, and an agent browser that clicks, types, and downloads on sites without APIs. For lead enrichment and web research — the jobs Gumloop is built for — that matters more than anything else on the feature list. Gumloop’s affiliate program (Gumloop Creators, on the vendor’s own site) pays 20% of subscription revenue for one year, and your audience gets 20% off their first month.
| Plan | Price | Credits | Notes |
|---|---|---|---|
| Free | $0 | 5,000/mo (per docs) | Not shown on the live pricing page — see caveat above |
| Pro | $37/mo flat | 20,000/mo | Unlimited seats; 5 concurrent runs; +8% fee |
| Enterprise | Custom | Custom | Rollover, RBAC, VPC, 15 concurrent runs |
Bottom line: Gumloop is the best team deal in this category and the strongest pick for repeatable, data-heavy work — lead enrichment, web research, document review. Budget an afternoon to learn the canvas; the payoff is real, but it’s not instant.
6. Bardeen — the browser-side specialist
Bardeen is the odd one out in this list, and that’s exactly why it’s here. It doesn’t run in the cloud — it runs in your browser as a Chrome extension, and it automates the work you do on the web itself: scraping a list of leads from a directory, enriching them with AI, copying the results into a sheet, drafting outreach in Gmail. If your automation needs start with “I’m staring at this website and doing the same clicks for the tenth time,” Bardeen is built for that exact moment.
The pricing is refreshingly simple. You always get 100 credits a month free — unused ones expire, but the grant renews every month. The Basic plan costs $10 a month and adds 100 credits (200 total). Premium costs $50 a month, or $480 a year ($40 a month equivalent), and adds 1,000 credits (1,100 total). One credit buys one row of scraping, web search, or AI work; enrichment costs three credits a row; utilities like import and export are free. That means 100 free credits covers roughly 33 enriched leads a month — enough to test whether Bardeen fits your workflow before you pay anything.
The AI features are genuinely useful for a small business: Magic Box turns a plain-English description into a working Playbook, Playbook Suggestions watch what you do and offer to automate it, and AI enrichment runs ChatGPT or Claude over your scraped data. There are over 1,000 ready-made Playbooks and 100+ integrations. Two honest limits: Bardeen runs locally in your browser, so it can’t run 24/7 while your computer is off, and it can’t beat CAPTCHAs. It’s a work-hours tool, not an always-on server. I could not verify Bardeen’s affiliate rate from a reliable source, so I’m not quoting one — the vendor link below is a plain link until the program is confirmed.
| Plan | Price | Credits | Notes |
|---|---|---|---|
| Free | $0 | 100/mo | Always free; unused credits expire |
| Basic | $10/mo | 200/mo total | Scraping, AI tools, 100+ integrations |
| Premium | $50/mo or $40/mo annual | 1,100/mo total | 20% saving on annual billing |
| Enterprise | Custom | Custom | Team controls, dedicated support |
Bottom line: Bardeen is the cheapest way to automate browser work, and the free 100 credits are permanent — not a trial. Pair it with Make or n8n for the cloud-side jobs it can’t run, and you’ve covered almost everything a small business needs for about $10 to $19 a month.
7. ActivePieces — the open-source alternative
ActivePieces is the tool I’d point open-source fans toward. The Community edition is free under the MIT licence, self-hosted, with unlimited flows — genuinely free, not a crippled demo. (White-labeling, SSO, RBAC, and audit logs sit behind a separate paid commercial licence, so check that if you need those.) The cloud version gives you a free tier of 1,000 credits a month with no card required and unlimited flows, which is generous for a hosted free plan.
Cloud pricing changed in early 2026 from per-active-flow billing to a credit model: Plus costs $16 a month on annual billing ($20 month-to-month) for 10,000 credits, and Team costs $166 a month annual for 50,000 credits and up to 25 users. One credit buys one flow run, whatever the step count — the same whole-run metering as n8n, which makes it cheap for long workflows. AI steps cost extra on the vendor’s models (2, 10, or 20 credits depending on the model), or just one credit if you bring your own API key. Extra credits are $0.007 each.
The AI offering is solid for the price: an AI Copilot that turns a plain-language description into a draft flow, AI agents, and per-project MCP servers so other tools can call your flows. The integration count is 740+, which is smaller than Zapier’s thousands but covers the apps a small business actually uses. One honest gap: the vendor makes no SOC 2 claim (its own October 2026 comparison says so), which matters if your clients ask about compliance. I found no verified affiliate program for ActivePieces, so the link below is plain.
| Plan | Price (annual) | Credits | Notes |
|---|---|---|---|
| Self-hosted | $0 | Unlimited | MIT licence; commercial licence for SSO/RBAC |
| Cloud Free | $0 | 1,000/mo | Unlimited flows, no card required |
| Cloud Plus | $16/mo | 10,000/mo | Up to 5 users; 1 credit = 1 flow run |
| Cloud Team | $166/mo | 50,000/mo | Up to 25 users |
| Ultimate | Custom | Custom | Embed/white-label from $36,000/yr |
Bottom line: ActivePieces is the budget open-source pick — free forever if you self-host, and the cheapest hosted credit plan after Make. It won’t out-feature Zapier, but it doesn’t need to: for a small business with straightforward flows, it does the job for $16 a month or nothing at all.
Two tools to avoid in 2026
This section exists because two names keep appearing in older “best automation tools” articles, and both are now dead ends. If you follow a 2025 list, you could waste a week building on a platform that’s being switched off.
Pipedream — shutting down March 31, 2027. Workday acquired Pipedream (announced November 19, 2025, confirmed closed in its fiscal 2026 fourth-quarter results), and the Workflows product is in maintenance mode now. No new signups or subscriptions have been accepted since September 30, 2026. All workflow data — including credentials and OAuth tokens — will be deleted by April 30, 2027, and data-store and file-store files aren’t even included in the export. Prorated refunds go out on March 31, 2027. (Pipedream Connect, the MCP product, and the API proxy are unaffected — but those aren’t the workflow builder you’d be buying.) Do not start anything new on Pipedream Workflows. If you’re already on it, my Relay.app alternatives article covers n8n and Make as migration targets, and both are in this list.
Relay.app — already shut down. The wind-down was announced on July 16, 2026: free accounts closed on August 15, 2026, and paid accounts on September 14, 2026. Data that wasn’t exported was deleted, with prorated refunds to annual customers. Its last pricing — Free with 200 steps, Pro at $19 a month annual, Team at $69 — is history now. If an article still recommends Relay.app, it’s out of date, and you should doubt everything else on that page too.
The cost-per-run math that actually matters
Headline prices lie. What matters is what one run of a real workflow costs, so here’s the same job — a 5-step workflow (form → CRM → Slack → draft email → sheet) — run 100 times a month, on every tool’s entry paid plan:
| Tool | Entry paid plan | Cost per run (5 steps) | 100 runs a month | Share of plan used |
|---|---|---|---|---|
| Make | $9/mo (10,000 credits) | $0.0045 | $0.45 | 5% |
| n8n Cloud | €20/mo (2,500 executions) | €0.008 | €0.80 | 4% |
| ActivePieces | $16/mo (10,000 credits) | $0.0016 | $0.16 | 1% |
| Bardeen | $10/mo (200 credits) | ~$0.05* | ~$5.00 | 250%† |
| Zapier | $19.99/mo (750 tasks) | $0.13 | $13.33 | 67% |
| Gumloop | $37/mo (20,000 credits) | Varies‡ | Varies‡ | Varies‡ |
| Lindy | $29.99–$49.99/user/mo | Varies‡ | Varies‡ | Varies‡ |
*Bardeen charges per row, not per workflow step — the $0.05 figure assumes one row per run. †100 runs of a 5-step Bardeen flow would need about 500 credits, which is more than Basic’s 200 — you’d need Premium. Bardeen is priced for browser work, not cloud workflows. ‡Lindy and Gumloop credits are work units and model cost, not steps — a Lindy task runs 2 to 250 credits and a Gumloop run’s cost depends on the models you pick, so a per-step comparison would be dishonest. See their sections above.
Read the table this way: on Make, n8n, and ActivePieces, the entry plan is mostly empty headroom — you’d have to run thousands of workflows a month to feel the limit. On Zapier, the same 100 runs eat two-thirds of the plan, and 150 runs put you over it. That gap is the real price difference between these tools, and it’s much bigger than the $9-versus-$19.99 headline suggests.
Which one should you buy?
If you want the cheapest tool that does everything: Make, at $9 a month. The free tier alone covers most small businesses’ first year of automation.
If you have someone technical — or want to learn: n8n, self-hosted for free, or $20-ish a month on cloud. One execution covers a whole workflow, and the AI agent features are the best in this list at this price.
If you want the easiest start and the most apps: Zapier, at $19.99 a month — but keep your workflows short and your volume low, or the per-task bill will catch up with you.
If your pain is assistant work, not workflows: Lindy. Inbox, calendar, meetings, follow-ups — described in a sentence, handled by an agent. Just remember the per-user billing multiplies with your team.
If your pain is batch data work, or you have a team: Gumloop. Flat $37 a month for everyone, and the browser automation is genuinely good.
If your pain is browser work — scraping, enrichment, outreach: Bardeen. Free 100 credits a month forever, $10 a month when you need more.
If you want open source and a simple hosted plan: ActivePieces, at $16 a month, or free forever self-hosted.
My verdict
For most small businesses reading this blog, the honest answer is a two-tool stack, not one winner. Buy Make ($9 a month, or free to start) for your cloud workflows — forms, CRM, email, Slack, invoicing — and add Bardeen (free, or $10 a month) for the browser work Make can’t see: scraping lists, enriching leads, working inside web apps. Together they cost between nothing and $19 a month, and they cover nearly everything a business under ten people automates.
If you’re technical, swap Make for self-hosted n8n and your total cost is a $5 server and Bardeen’s free tier. If your work is mostly assistant-style — inbox and calendar rather than forms and sheets — swap Make for Lindy instead. And if you have a team of five or more doing data-heavy work, Gumloop’s flat $37 a month is the deal that makes the others look expensive.
What I wouldn’t do: build your business on Zapier’s per-task pricing if you expect your volume to grow, or — obviously — start anything on Pipedream or Relay.app in 2026. Both of those doors are closed. The tools above are the ones with a future, and their prices are the ones I verified today.
If you want to go deeper on any of these, my n8n vs Make vs Zapier comparison covers the three workflow builders step by step, and my Lindy vs Gumloop article covers the two AI agents in full.
Frequently asked questions
What is the cheapest AI automation tool for a small business?
Make, at $9 a month for 10,000 credits — and its free tier (1,000 credits a month) covers most small businesses entirely. n8n’s self-hosted edition is free with unlimited executions if you can run a server, and ActivePieces’ hosted free tier gives you 1,000 credits a month with no card required.
Is Zapier worth it for a small business in 2026?
It depends on your volume. Zapier is the easiest tool to learn and has the biggest app library, but it charges per task — one step, not one workflow. A 5-step workflow run 100 times a month uses two-thirds of the $19.99 Professional plan. If your workflows are short and your volume is low, it’s fine. If either grows, Make or n8n will be dramatically cheaper for the same work.
Can I automate my small business for free?
Yes, up to a point. Make’s free tier (1,000 credits a month), ActivePieces’ free tier (1,000 credits), Bardeen’s permanent 100 free credits, and n8n’s free self-hosted edition can all run real automations without paying anything. The catch is volume and features: free tiers cap how much you can run, and some — like Lindy’s $50 in credits — expire after a week. Most businesses outgrow free within a few months, but starting free is the right way to learn what you actually need.
Should I use Lindy or Gumloop for my small business?
It depends on the job. Lindy is an AI teammate you talk to — best for inbox, calendar, meetings, and follow-ups, priced per user from $29.99 to $49.99 a month. Gumloop is a workflow machine you build on a canvas — best for batch data work like lead enrichment, priced at a flat $37 a month for your whole team. For a team of five, Gumloop costs $37 against Lindy’s $149.95 or more. My full comparison is in Lindy vs Gumloop in 2026.
Is Pipedream still usable in 2026?
No — not for new users. Pipedream stopped accepting new signups and subscriptions on September 30, 2026, and its Workflows product shuts down on March 31, 2027, with all workflow data deleted by April 30, 2027. If you’re on Pipedream now, migrate to n8n or Make before the deadline.
Do any of these tools have a Black Friday 2026 deal?
Not that I could find. As of November 8, 2026, none of the seven tools has announced a Black Friday or Cyber Monday offer. The standing savings are the annual-billing discounts — roughly 33% on Zapier, 17% on n8n, 15% on Make, and 20% on ActivePieces — plus Gumloop’s 20%-off-first-month creator discount. Black Friday falls on November 27, 2026, so it’s worth re-checking closer to the date. Don’t trust coupon sites claiming a deal.
References
- Make pricing (official) — make.com/en/pricing
- Make affiliate program, vendor help centre (updated October 30, 2026) — help.make.com — affiliate program
- Zapier pricing (official) — zapier.com/pricing
- n8n pricing (official) — n8n.io/pricing
- n8n affiliate program, PartnerStack — n8ngmbh.partnerstack.com
- Lindy pricing (official) — lindy.ai/pricing
- Gumloop pricing (official) — gumloop.com/pricing
- Gumloop Creators affiliate program (official) — gumloop.com/blog/creators
- Bardeen pricing (official) — bardeen.ai/pricing
- ActivePieces pricing (official) — activepieces.com/pricing
- Pipedream sunset notice (official status) — pipedream.com/docs
- Relay.app wind-down announcement — relay.app
- Pricing figures third-party-verified November 8, 2026 via independent guides stating figures read off the vendors’ own pricing pages (aireviewrating.com, latenode.com, academy.techpresso.co, gantry.work, stork.ai, toolsgavel.com, usagepricing.com, aiignitions.com, taskjuice.ai) — full research file: ~/workspace/affitrove/research/article-37-automation-smb-research.md
