AI workspace
Vybe
Teams that want to delegate ongoing work, build their own internal tools, and control model choice in the same workspace.
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Vybe vs Lovable vs Softr vs Zapier
Compare different approaches to agents, automation, and internal tools. See how the products compare across collaboration, model control, governance, and cost.
Earlier comparison
Lovable
This comparison predates the current review. Confirm capabilities and pricing with the provider before making a decision.
See the detailsEarlier comparison
Softr
This comparison predates the current review. Confirm capabilities and pricing with the provider before making a decision.
See the detailsAutomation platform
Zapier
Teams prioritizing repeatable workflows across a broad app ecosystem, with Agents available for delegated tasks.
See the detailsThe details, side by side.
Add up to three alternatives VybeClaude CoworkClaude TagViktorGumloopZapierLovableReplitRetoolAirtableNotionSpreadsheetSoftrSuperblocks
This view includes earlier records that have not been reverified. Treat those columns as historical reference, not current product guidance.
SupportedConditionalLimitedNot verified
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| 25 CRITERIA | Vybe | Lovable | Softr | Zapier |
|---|---|---|---|---|
| Agents & collaboration | ||||
| AI coworkersHow you delegate work and give agents responsibilities. | Supported Specialized coworkers with their own responsibilities and tools. | Not verified Earlier record: Generates only. AI generates apps but doesn't operate them. Not reverified. | Not verified Earlier record: Generates only. AI generates apps but doesn't operate them. Not reverified. | Supported Zapier Agents can act independently or respond in chat. |
| Team collaborationWhere people can work with the same agent and its outputs. | Supported Shared conversations and Slack threads with people and AI. | Not verified Not verified in this review | Not verified Not verified in this review | Supported Shared agents, folders, and pods. |
| Communication channelsThe surfaces where your team interacts with AI. | Conditional In-app chat, Slack, and email; other channels require setup. | Not verified Earlier record: Not supported. No multi-channel messaging. Not reverified. | Not verified Earlier record: Not supported. No multi-channel messaging. Not reverified. | Conditional Agents chat on the web and run from app triggers; Slack and Teams touchpoints run through Zap triggers and actions. |
| Agent handoffsDelegating work between specialized agents. | Supported Delegate work to other AI coworkers. | Not verified Not verified in this review | Not verified Not verified in this review | Limited Not offered: work runs inside a single agent or AI step; no delegation between specialized agents documented. |
| Persistent memory & skillsContext and reusable instructions that survive a single task. | Supported Persistent memory, company knowledge, and reusable skills. | Not verified Earlier record: Not supported. No persistent memory. Not reverified. | Not verified Earlier record: Not supported. No persistent memory. Not reverified. | Conditional Connected knowledge sources; persistent learned memory not verified here. |
| Automation & tools | ||||
| Schedules & triggersRecurring work and event-driven execution. | Supported Schedules, events, and follow-ups with run history. | Not verified Earlier record: Not supported. No scheduled workflows. Not reverified. | Not verified Earlier record: 500 actions. 500 actions free, limited on paid plans. Not reverified. | Supported Agents run from configured triggers and instructions. |
| Browser automationWorking with websites beyond their APIs. | Conditional Hosted browser with persistent sessions; browser service required. | Not verified Earlier record: Not supported. No browser automation. Not reverified. | Not verified Earlier record: Not supported. No browser automation. Not reverified. | Limited Not offered: agents act through app actions and tools; no controlled-browser capability documented. |
| Meeting intelligenceRecording, transcripts, and meeting follow-through. | Conditional Supported meeting recording, transcripts, and follow-up; meeting service required. | Not verified Earlier record: Not supported. No meeting capabilities. Not reverified. | Not verified Earlier record: Not supported. No meeting capabilities. Not reverified. | Limited Not offered: meeting tools connect through Zaps; no native meeting recording or transcription documented. |
| IntegrationsConnecting business tools and company data. | Supported Prebuilt connectors and custom integrations. | Not verified Earlier record: ~30 integrations. Not reverified. | Not verified Earlier record: ~20 data sources. Data sources only (Airtable, Sheets, etc.). Not reverified. | Supported Thousands of connected apps and actions. |
| Apps & infrastructure | ||||
| Custom app buildingCreating interactive tools for people and agents. | Supported Build apps with AI, inspect code, and iterate in a live preview. | Not verified Not verified in this review | Not verified Not verified in this review | Conditional Forms and Tables alongside workflows; a different app-building approach. |
| Internal publishingSharing tools and outputs inside your organization. | Supported Private, individual, and organization-wide app sharing. | Not verified Earlier record: Partial support. Not reverified. | Not verified Earlier record: Supported. Not reverified. | Conditional Forms and Tables sharing varies by product and plan. |
| Row-level permissionsAccess enforced per database row or record. | Conditional Role-based access for owners, admins, editors, and members, with apps kept private, shared, or organization-wide. | Not verified Earlier record: Partial support. Not reverified. | Not verified Earlier record: User groups. User group-based, not true row-level. Not reverified. | Limited Not offered: Tables sharing uses per-table and per-view roles (Owner, Editor, View only), not per-row permissions. |
| Private resources & SSHConnecting resources that are not publicly accessible. | Conditional SSH tunnels and custom connections for private resources. | Not verified Earlier record: Not supported. Not reverified. | Not verified Earlier record: Not supported. Not reverified. | Limited Not offered: a cloud platform connecting through prebuilt app integrations and webhooks; no private-network or SSH access documented. |
| Models & cost control | ||||
| Model choiceWhich AI providers and models your team can use. | Supported 22 models across nine providers. | Not verified Not verified in this review | Not verified Not verified in this review | Conditional Agents uses a managed model; workflow AI integrations are separate. |
| Automatic model routingSelecting a model based on the work being done. | Supported Auto routes tasks to Cheap, Balanced, or Smart tiers. | Not verified Not verified in this review | Not verified Not verified in this review | Conditional Model tiers (Standard, Advanced, Premium) selected per step with an Auto default; automatic task-category routing not documented. |
| Custom routing rulesMapping task categories to models or capability tiers. | Supported Choose tier models, map task categories, or pin a model. | Not verified Not verified in this review | Not verified Not verified in this review | Conditional Manual tier and model selection per step; task-category routing rules not offered. |
| Separate coding policiesIndependent model policies for conversations and coding. | Supported Separate conversation and coding routing policies. | Not verified Not verified in this review | Not verified Not verified in this review | Limited Not offered: one model policy per step; no separate coding policy documented. |
| Bring your own keysUsing your own AI provider credentials. | Conditional Bring your own provider keys as part of an enterprise setup. | Not verified Not verified in this review | Not verified Not verified in this review | Conditional Bring Your Own Model connects organization AI provider accounts on Enterprise. |
| Bring your own gatewayConnecting an existing AI gateway or model proxy. | Supported OpenRouter and Vercel AI Gateway. | Not verified Not verified in this review | Not verified Not verified in this review | Limited Not offered: bring-your-own-key connects provider accounts directly; no custom gateway or proxy endpoint documented. |
| Security & governance | ||||
| Single sign-onIdentity-provider integration and organizational sign-in. | Conditional SAML single sign-on for enterprise. | Not verified Earlier record: Not supported. Not reverified. | Not verified Earlier record: Business+. Business plan and above ($139/mo+). Not reverified. | Conditional SAML SSO on Team and Enterprise plans, with SCIM provisioning on Enterprise. |
| Audit & activity visibilityUnderstanding who did what, with which tools. | Conditional Access, agent activity, and tool usage for enterprise review. | Not verified Earlier record: Partial support. Not reverified. | Not verified Earlier record: Business+. Business plan and above. Not reverified. | Conditional Agent activity can be reviewed; audit coverage depends on product and plan. |
| Human approvalsReviewing sensitive actions before execution. | Not verified Not verified in this review | Not verified Not verified in this review | Not verified Not verified in this review | Supported Approval steps can be added to agent instructions. |
| Usage visibility & budgetsTracking consumption and controlling spend. | Supported Usage visibility and per-agent credit budgets. | Not verified Not verified in this review | Not verified Not verified in this review | Conditional In-app plan usage views and Enterprise usage alerts. |
| Pricing & rollout | ||||
| Billing modelWhat you pay for as usage grows. | Supported Credits from $50/month. $1 = 100 credits; top-ups available. | Not verified Not verified in this review | Not verified Not verified in this review | Conditional Workflows use tasks; Agents has activity-based plans. |
| Seat pricingWhether bringing more people into the workspace adds a seat charge. | Supported Unlimited builders and viewers in your organization. | Not verified Earlier record: $25-100/mo. $25-100/month with collaborator limits. Not reverified. | Not verified Earlier record: $49-139/mo. $49-139/month with user caps. Not reverified. | Conditional User allowances depend on the selected plan and product. |
A comparison you can check.
Published by Vybe. The five current comparisons use linked public product documentation, reviewed September 23, 2026. Capabilities can depend on plan, region, configuration, or rollout. “Not verified” means we haven’t established support from the sources in this review; it does not mean a feature is unavailable.
We compare the named product, not every product its company sells. Earlier comparisons are labeled separately. For a buying decision, confirm the details that matter with each provider.
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