Task & Project Management
4.1/5.0
VerifiedFreemiumLast technical review:
Markdown for AI (.md)

Looper

AI teammates designed to own specific business metrics with kanban workflows

Pricing

$0/mo

Freemium
Score

4.1/5

  1. FreeFree BYO Key
  2. $19/moPro with Claude
License
MIT
Certifications
1
Last technical review
2026-11-05
Available plansVisit website (opens in a new tab)

Technical Overview

Looper provides artificial intelligence teammates built to manage specific business metrics like organic clicks, response times, and social reach. The system operates autonomously following team guidelines and requires human validation before publishing content. It integrates with technical tools and runs using custom API keys or existing model subscriptions.

Analyst Evaluation: Pros and Limitations

Verified Advantages

  • Accessible pricing model allowing the use of custom API keys
  • Task management based on collaborative kanban boards
  • Explicit approval workflow before any external publishing

Technical Considerations

  • Requires external subscription or API key to operate with advanced models
  • Scope limited to metrics and channels supported natively

Technical Capabilities & Features

4/7
Included:REST & GraphQL API
Not available:SSO / SAML Authentication
Included:Self-Hosted Option
Included:Full Data Export
Included:Role-Based Access Control (RBAC)
Not available:Custom Domains & SSL
Not available:Immutable Audit Logs
Scorecard
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Technical Scorecard: Looper

78/100
DX & Tech Documentation
Excellent
80/100
Pricing Fairness
Excellent
85/100
Security & Governance
Favorable
70/100
Data Portability & Sovereignty
Favorable
75/100
Performance & Reliability
Excellent
80/100

Time to Value & Fit by Segment: Looper

Estimated Time-to-Value< 1 hour (Immediate)

Near-instantaneous deployment with minimal technical friction.

Learning CurveLow (Intuitive)

Rapid onboarding for developers without prior training required.

Fit Index by Organization Size

Startup & Agile Teams1 to 50 members
85%
Mid-Market & Scaleup50 to 500 members
60%
Corporate Enterprise500+ members
30%
Pricing & TCO
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Pricing

$0.00/mo

Model: FREEMIUM.

Available plans:

  • Free BYO Key$0/mo
  • Pro with Claude$19/mo

Free Tier Verification:

  • No credit card required
  • Commercial use allowed
  • Unlimited usage with no expiration
  • No mandatory watermarks
Get Looper (opens in a new tab)

Billing Risks & Hidden Clauses: Looper

Free Tier Limits:

Free tier available when bringing your own ChatGPT or Grok subscription or API key with unlimited loopers.

Audited Billing Critical Points:
  • Dependent on third-party API costs or external LLM subscription availability

"Free Bring your own subscription $0 /month AI runs on your ChatGPT or Grok, or your API key Unlimited loopers Kanban"

Verified Quote: /pricing
Total Cost of Ownership (TCO) Projection: Looper$0.00/mo
Deterministic cost estimation at 12 and 36 months based on team size, including SSO tax premiums and annual prepay discounts.
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Indie / Solo (1 active user)

Solo developer or independent technical founder.

Base Monthly Cost
$19/month
1 active user
12-Month Investment
$194/year
Includes ~15% savings via annual billing
3-Year TCO Projection (36m)
$582total
Consolidated software licensing expenditure

Estimated Self-Hosted VPS + DevOps Cost

Break-Even Point: Profitable starting at 2 active users

Calculated infrastructure: VPS 1 vCPU / 2GB RAM (~$5) + 0.5h DevOps/mes ($20)

Annual VPS + DevOps Cost$300/year
Differential vs SaaS LicensingSaaS is $106/year
Startup (10 active users)

Agile engineering team in validation and early traction stage.

Base Monthly Cost
$190/month
10 active users
12-Month Investment
$1,938/year
Includes ~15% savings via annual billing
3-Year TCO Projection (36m)
$5,814total
Consolidated software licensing expenditure

Estimated Self-Hosted VPS + DevOps Cost

Break-Even Point: Profitable starting at 6 active users

Calculated infrastructure: VPS 2 vCPU / 8GB RAM (~$15) + 2h DevOps/mes ($80)

Annual VPS + DevOps Cost$1,140/year
Differential vs SaaS LicensingSavings of $798/year
Growth (25 active users)

Scaling company with team governance and granular access control requirements.

Base Monthly Cost
$475/month
25 active users
12-Month Investment
$4,845/year
Includes ~15% savings via annual billing
3-Year TCO Projection (36m)
$14,535total
Consolidated software licensing expenditure

Estimated Self-Hosted VPS + DevOps Cost

Break-Even Point: Profitable starting at 18 active users

Calculated infrastructure: Cluster VPS 4 vCPU / 16GB RAM (~$45) + 6h DevOps/mes ($240)

Annual VPS + DevOps Cost$3,420/year
Differential vs SaaS LicensingSavings of $1,425/year
Scaleup (100 active users)

Established organization with enterprise security policies and mandatory SAML/SSO.

Base Monthly Cost
$1,900/month
100 active users
12-Month Investment
$19,380/year
Includes ~15% savings via annual billing
3-Year TCO Projection (36m)
$58,140total
Consolidated software licensing expenditure

Estimated Self-Hosted VPS + DevOps Cost

Break-Even Point: Profitable starting at 49 active users

Calculated infrastructure: Infraestructura HA redundante + Backups (~$150) + 16h DevOps/mes ($640)

Annual VPS + DevOps Cost$9,480/year
Differential vs SaaS LicensingSavings of $9,900/year
Usage Surcharges & Bill Shock Simulator: LooperWhat usage costs as you scale
Detect overage penalties before they impact engineering budget.
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Prototype / MVP (10 GB)

Included base quota in plan: 5 GB.
Low Risk / Predictable Bill
Base Monthly Rate
$19/mo
Fixed subscription or contracted tier
Overage Penalty
+$1/month extra
Variable surcharge for consumption above plan quota
Estimated Monthly Invoice
$20/mo
Total monthly cost before taxes
Technical Mitigation Recommendation:

Suitable for development; verify concurrent connection limits.

Base Production (50 GB)

Included base quota in plan: 5 GB.
Low Risk / Predictable Bill
Base Monthly Rate
$19/mo
Fixed subscription or contracted tier
Overage Penalty
+$8/month extra
Variable surcharge for consumption above plan quota
Estimated Monthly Invoice
$27/mo
Total monthly cost before taxes
Technical Mitigation Recommendation:

Implement table compression policies and temporal partitioning.

Active Growth (250 GB)

Included base quota in plan: 5 GB.
High Risk / Accelerated Overages
Base Monthly Rate
$19/mo
Fixed subscription or contracted tier
Overage Penalty
+$44/month extra
Variable surcharge for consumption above plan quota
Estimated Monthly Invoice
$63/mo
Total monthly cost before taxes
Technical Mitigation Recommendation:

Offload cold backups to standard object storage (S3).

Large Scale (1.000 GB (1 TB))

Included base quota in plan: 5 GB.
Critical Risk / Severe Bill Shock
Base Monthly Rate
$19/mo
Fixed subscription or contracted tier
Overage Penalty
+$179/month extra
Variable surcharge for consumption above plan quota
Estimated Monthly Invoice
$198/mo
Total monthly cost before taxes
Technical Mitigation Recommendation:

Migrate to dedicated instance or self-hosted cluster to curtail I/O fees.

Procurement Strategy & Discounts: LooperB2B Negotiation Playbook
Corporate executive level with highest authority to approve budgetary exceptions.
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Fair Market Price & B2B Procurement Benchmark

Non-renewal notice: 30 days before expirationMedian achieved discount: -12%
Public List Price
Custom / Contact
100% baseline
Audited Market Average
-12% median
~88% of list price
Optimized Target Price
-20% target
Max achievable discount (Q4 / multi-year): -20%

Verified Tactical Savings Levers

  • Annual Upfront PrepayUp to -15%

    Consolidated discount for upfront annual billing versus monthly rate.

Security & Data Exit
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Compliance & Security Standards: Looper

SOC 2 Type IINot reported
ISO 27001Not reported
GDPR / RGPDAudited
HIPAANot reported
PCI-DSSNot reported
Jurisdiction & Legal Sovereignty
🇺🇸United States [US]Subject to US CLOUD ActDPA On Request
SSO Availability (SAML Enterprise)
No SSO Documented
Data Residency
USEUAWS
AI Privacy Policy
Opt-out available
Data Liberation & Migration Runbook: LooperJSON · CSV · MARKDOWN
Actionable escape runbook and credential export guarantees to mitigate vendor lock-in.
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Supported Structured Export Formats
JSONCSVMARKDOWN
Password Hash Portability
Subject to Support Ticket (Manual Process)

Credential hash export requires commercial mediation or formal support ticket approval.

CLI Command / Rescue Endpoint
GET /api/export
Exit Protocol & Migration Notes

Export tasks and configurations via standard API endpoints or markdown files.

Deployment & Infrastructure Requirements: LooperMIT
Hardware specs and Docker directives to run on local servers, dedicated VPS, or Kubernetes without telemetry leak to the cloud.
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Minimum Memory1 GB RAM (Recommended)
Compute CPU1 vCPU
Runtime / LanguageTypeScript
Code LicenseMIT
Docker CLI Directive
docker run -d --name looper -p 8080:8080 looper:latest
Companion Services & Dependencies:
PostgreSQL 15+Redis 7+
Community & Repository
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Technical Reputation of Looper

76/100 Technical Trust

Frequent Praises in Production

  • Accessible pricing model allowing the use of custom API keys
  • Task management based on collaborative kanban boards
  • Explicit approval workflow before any external publishing

Reported Production Frictions

  • Requires external subscription or API key to operate with advanced models
  • Scope limited to metrics and channels supported natively
Commercial Treatment & Vendor Lock-in:Self-Service in Dashboard

Cancellation flow is autonomous via billing portal or subscription settings.

Open source repository activity: Looper20
Stars, forks and release cadence
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Stars20
Forks2
Open Issues1
SPDX LicenseMIT
Latest Commit DetectedNov 2, 2026

Frequently Asked Technical Questions (Looper)

How is the platform funded and what is the cost of use?

The platform offers a free tier where users provide their own subscription or API key for ChatGPT or Grok, alongside paid options that include integrated models like Claude.

How are the automated actions of the agents controlled?

Each assistant operates autonomously in prep work and analysis, but all external publications or outbox items require explicit review and approval inside the kanban board before dispatch.

What external tools and platforms does it support for integration?

The system integrates natively with developer and productivity platforms like GitHub, Linear, and Buffer to process project data and automate the dissemination of updates.

Direct Alternatives

All tools in Looper
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