Why teams look for a Gumloop alternative
Gumloop started as a visual workflow builder for marketers and growth teams and has moved toward company wide AI agents. Its pricing page now leads with agents, a company knowledge layer, a browser agent and an MCP server, while workflows are labeled legacy. For a team that wants one place to chat with agents connected to its tools, that direction makes sense.
The people searching for alternatives tend to have a narrower job. They built a handful of flows that run on a timer: scrape ten competitor sites every morning, summarize new reviews every week, pull last week's ad numbers into a sheet. Those are scheduler jobs, and three questions keep coming up.
- What will a month cost? Gumloop Pro starts at $37 per month with 20,000 credits, and the pricing page lists an 8 percent orchestration fee and a bring your own API key option. Credit use per run depends on the models and steps, so a long list or a bigger model changes the bill.
- Will the scheduled flows stay supported? When a product labels workflows as legacy, teams that depend on them start asking where to rebuild.
- Who owns the job? A Monday report the whole sales team reads needs retries, failure alerts, a clear log and an approval step before anything reaches a customer.
Gumloop alternatives compared
| Tool | Built around | Pricing model | Scheduling | Best for |
|---|---|---|---|---|
| Gumloop | Company AI agents with a knowledge layer, plus legacy workflows | Pro from $37 per month with 20,000 credits, 8 percent orchestration fee, Enterprise custom | Triggers and schedules inside agents and workflows | Teams that want one chat agent hub across many tools |
| Crons | Scheduled AI agents, one job per cron | Flat $99, $299 or $999 per month, or $49, $149 or $499 billed yearly, AI calls included | Plain English with timezone, every hour, 15 minutes or 5 minutes by plan | Business teams with recurring reports, research and monitoring |
| Make | Visual scenarios that connect apps | Credits, most actions 1 credit, paid plans from about $9 per month billed yearly for 10,000 credits | Intervals down to 1 minute on paid plans | Builders mapping data between many apps |
| n8n | Node based workflows, cloud or self hosted | Cloud priced per execution in euros, self hosted Community edition | Schedule Trigger node with cron expressions | Technical teams who want control |
| Zapier Agents | Agents on top of the Zapier app catalog | Task and activity based plans on Zapier's pricing page | Schedules and app triggers | Teams already deep in Zapier |
| Lindy | Personal AI assistant for inbox, meetings and follow ups | Team from $29.99 per seat with 3,000 credits | Scheduled routines and triggers | Individuals who want an assistant |
Gumloop details come from Gumloop's pricing page, which lists Pro from $37 per month with a 14 day trial, 20,000 included credits, unlimited seats and teams, 35 plus models and bring your own API keys. Make, n8n and Lindy figures come from their pricing pages and help docs. All of these vendors change plans often, so check the live pages before you sign.
Put simply, Gumloop is ahead on breadth for chat style agents and on seats, because unlimited seats on Pro is generous. Crons is narrower on purpose. It does one thing, recurring AI jobs, and it prices them flat so a finance lead can approve the line item without a credit forecast.
Pricing one recurring job on each model
Comparing plans in the abstract hides the real difference. Price one job instead. Take a weekday competitor check that opens 10 competitor pages, keeps only what changed since yesterday, ranks the changes and posts them to a Slack channel. That is about 22 runs a month.
- On a credit model with a fee, such as Gumloop, each run spends credits for the page reads and the model calls, and the total depends on how long the pages are and which model you pick. Multiply your measured credits per run by 22, and add the orchestration fee if you bring your own keys, to get the monthly figure.
- On an operations model, such as Make, the scenario uses at least one credit per module per page. Ten pages through four modules is about 40 credits a run, around 900 a month, plus model usage if you connect your own AI key.
- On a flat plan, such as Crons Starter, the job is 22 of the 300 runs included each month and its AI calls are covered. Nine more jobs like it fit in the same plan without any change to the bill.
None of these is always cheapest. Credits suit light, varied, on demand use. Operations suit high volume data plumbing. A flat plan suits a known set of recurring business jobs where predictability matters more than squeezing the last cent. The full Crons limits are on the pricing page.
What to check before you switch
Whatever you pick, run the same short test on every shortlisted tool. Take your most important scheduled flow and rebuild it as written, not improved. Then check five things.
- 1Memory. Does the second run know what the first run saw, so it reports only new items? This is where most homemade flows break.
- 2Failure handling. Unplug a source on purpose. Do you get an alert that names the failing step, or do you find out when the report does not arrive?
- 3Approvals. Can a person approve a draft before the agent emails a customer or writes to the CRM? Crons has an approval gate and memory between runs on every plan.
- 4Run log. Can a manager see exactly which pages the agent read, what the model answered and what was sent?
- 5Cost of one month. Run the job for a week and multiply the measured usage, rather than trusting a calculator.
If your flows mostly watch competitors, the data source matters as much as the scheduler. A dedicated ad spy tool that pulls competitors' live ads can feed the ads themselves into the job, and a cron then compares them with last week and tells the team what changed. The competitor monitor template is the fastest way to set up the pages side.
Moving a Gumloop flow to Crons
- 1Write what the flow achieves as one sentence with the time, the sources and the destination, for example "Every weekday at 9 AM Eastern, check these 10 competitor pages and post only real changes to #growth in Slack."
- 2Paste it into the demo on the homepage and check the parsed schedule, timezone and next three run times.
- 3Review the proposed steps and connect Slack, Gmail, HubSpot, Google Sheets or Notion from the integrations list.
- 4Run it once as a dry run and read the full log without sending anything.
- 5Add an approval gate where the job reaches customers, switch it on and pause the Gumloop flow.
Most scheduled research and reporting flows move over in under an hour. Teams that also run flows in other builders can compare against our Make.com alternative for scheduled AI agents and n8n alternative pages.
When to stay with Gumloop
Stay if the value you get is a shared chat agent that answers questions across your company data, if you need many seats at a low price, or if your work is on demand rather than on a clock. Gumloop's unlimited seats on Pro are hard to match for a large team that uses agents lightly.
Crons does not try to be a company chat assistant. It has no free plan. Starter is $99 per month, or $49 billed yearly, for 10 active crons and 300 runs. Pro is $299, or $149 billed yearly, for 50 crons, 1,500 runs, 5 seats, inbound webhooks, the REST API and an MCP server. If your Gumloop account is mostly scheduled jobs, that trade is usually worth it. If it is mostly chat, it is not. For a wider view of the market, see our guide to the best AI automation tools.
Frequently asked questions
What are the best Gumloop alternatives?
For scheduled team jobs, Crons runs recurring AI agents with flat pricing, memory and approvals. Make and n8n suit app to app automation with more control, Zapier Agents suits teams already on Zapier, and Lindy suits personal assistant work. Pick by the job you run most often.
How much does Gumloop cost?
Gumloop's pricing page lists Pro from $37 per month with a 14 day trial and 20,000 included credits, unlimited seats and an 8 percent orchestration fee, with discounts available. Enterprise pricing is custom. Check the live page, because plans change often.
Is Gumloop worth it for marketing teams?
For on demand agents across many tools and many seats, often yes. For a small set of recurring jobs, measure credits per run for a week first. If the monthly figure is hard to predict, a flat priced scheduler can be easier to budget.
Can I schedule AI agents to run every day?
Yes. Crons runs each agent on a schedule you describe in plain English, every hour on Starter, every 15 minutes on Pro and every 5 minutes on Teams, with three retries, failure alerts and a full log of every run.
Is there a Gumloop alternative with flat pricing?
Crons charges a flat monthly price per plan with AI calls included: $99 for 10 crons and 300 runs, $299 for 50 crons and 1,500 runs, or $999 for unlimited, with lower prices billed yearly. There are no per step credits.