Autonomous Ghost vs Make
Keep visual scenario building — add resilient browser automation, desktop flows, and AI agents without stitching together five tools.
Why teams switch from Make
Teams outgrow Make when portals lack APIs, selectors break after UI updates, or operations need desktop and agent steps in the same run. Ghost unifies browser recording, API connectors, and Ghost Studio in one credit-based platform.
Import-friendly onboarding
Recreate high-volume Make scenarios with Ghost templates and connection mapping.
Browser + API in one run
Mix HTTP modules with live portal steps — no separate RPA add-on.
Selector healing
Survive vendor UI changes that break brittle Make webhooks and scrapers.
Transparent credits
See Automation, Runs, and Connection usage per flow in one dashboard.
Compare Ghost with Make
Teams outgrow Make when portals lack APIs, selectors break after UI updates, or operations need desktop and agent steps in the same run. Ghost unifies browser recording, API connectors, and Ghost Studio in one credit-based platform.
Ghost vs Make
Browser & desktop automation
Ghost: Native browser recording, desktop automation, and API steps in a single flow. Make: Strong API modules; browser automation often needs workarounds or partner tools
- Ghost — Native browser recording, desktop automation, and API steps in a single flow
- Make — Strong API modules; browser automation often needs workarounds or partner tools
AI agents & builder
Ghost: Built-in AI Builder and Agent Hub for natural-language flow creation. Make: AI features vary by plan; complex agent orchestration may require external LLM wiring
- Ghost — Built-in AI Builder and Agent Hub for natural-language flow creation
- Make — AI features vary by plan; complex agent orchestration may require external LLM wiring
Operations & observability
Ghost: Run logs, replay, exception queues, and Slack alerts with full step context. Make: Scenario history available; deep desktop/browser replay is limited
- Ghost — Run logs, replay, exception queues, and Slack alerts with full step context
- Make — Scenario history available; deep desktop/browser replay is limited
Pricing predictability
Ghost: Credit buckets for automations, runs, and connections — no per-operation surprise tiers. Make: Operations-based pricing can spike when high-volume scenarios fan out
- Ghost — Credit buckets for automations, runs, and connections — no per-operation surprise tiers
- Make — Operations-based pricing can spike when high-volume scenarios fan out
Enterprise rollout
Ghost: SSO, audit logs, DPAs, and IT-approved connection vault on Team and Enterprise. Make: Enterprise features available; cross-app desktop coverage may need supplemental RPA
- Ghost — SSO, audit logs, DPAs, and IT-approved connection vault on Team and Enterprise
- Make — Enterprise features available; cross-app desktop coverage may need supplemental RPA
Real-world workflows
Use case 1
Replace Make scenarios that hit vendor portals without public APIs
Use case 2
Add human-in-the-loop approvals before high-value payouts or refunds
Use case 3
Consolidate Make + separate RPA tools into one Ghost workspace
Use case 4
Give ops teams Studio access while IT governs production credentials
Get started in minutes
Step 1
Export your top Make scenarios and list systems that lack APIs
Step 2
Import a matching Ghost template or record the browser path in Studio
Step 3
Map connections once with the Ghost connection wizard
Step 4
Run parallel shadow tests, then cut over triggers and schedules
