Adapt vs Make.com (2026)

Adapt

by Adapt

Make.com

by Celonis (Make)

Pros

• ✓Usage-based pricing with no seat minimums and a genuinely free starter tier eliminates adoption friction: Starter gives every user $25 in free credits plus a $100 Slack bonus and up to $300 for work domain signups, meaning teams can run real workflows at scale before committing to any paid plan
• ✓Slack-native interaction model means zero new tool adoption required from end users: any team member can tag @Adapt in any existing Slack channel to query data, trigger workflows, or get cross-system analysis without learning a new interface, attending training, or switching context
• ✓SOC 2 Type II certified with explicit confirmation that user data is never used to train AI models, with OAuth tokens and API keys stored in enterprise-grade encrypted infrastructure, directly addressing the data privacy objections that block AI workflow tool adoption in security-conscious organisations

Limitations

• ⚠Microsoft Teams is not supported: organisations where Slack is not the primary communication platform must use the web app for all interactions, reducing the seamless chat-native experience that is central to Adapt's core value proposition
• ⚠Zero independent reviews on G2, Capterra, or any third-party platform as of Q2 2026: prospective buyers have no external validation beyond vendor-published customer testimonials, making it difficult to assess real-world reliability and support quality before committing
• ⚠Credit-based pricing makes costs difficult to forecast at production scale: teams running complex cross-system workflows may find usage-based billing less predictable than flat-rate alternatives like Zapier (from $19.99/month) or Make (from $9/month) that offer fixed monthly pricing

Pros

• ✓Visual scenario builder handles complex branching, iteration, parallel execution, and data transformation that Zapier's linear editor cannot match, with Scenario Inputs/Outputs enabling structured data passing between chained workflows.
• ✓Credit-based pricing is significantly more cost-effective than Zapier at high volume, with annual credits pooling across 12 months rather than expiring monthly, and file size limits scaling from 5 MB (Free) to 1 GB (Enterprise).
• ✓Connects 3,000+ apps with detailed control over data mapping and error handling at each step, plus a native MCP server, Make AI Agents (beta), AI Content Extractor, and AI Web Search (beta) for embedding intelligence at any automation step.

Limitations

• ⚠Steeper learning curve than Zapier: building first scenarios takes meaningful time investment for non-technical users unfamiliar with visual workflow logic, scenario inputs/outputs, and branching paths.
• ⚠Smaller app library than Zapier at 3,000+ vs 8,000+: some niche tools lack native Make connectors and require custom HTTP module workarounds or the Custom Apps builder.
• ⚠No self-hosting option: data passes through Make's AWS infrastructure in EU or North America, limiting use for strict compliance environments that require on-premise data processing outside the Enterprise on-prem agent.