Documentation Portals & DevPortals
4.3/5.0
VerifiedFreemiumLast technical review:
Markdown for AI (.md)

Dedica

Audit and score website readiness for AI agents and coding assistants.

Pricing

$0/mo

Freemium
Score

4.3/5

  1. FreeAI Assistant Readiness Check
  2. $30/moFix Kit
Last technical review
2026-11-03
Available plansVisit website (opens in a new tab)

Technical Overview

Dedica scores how agents find, read, and use your website, then provides practical fixes to improve agent readiness. Built for product and engineering teams, it evaluates crawlability and interaction barriers for tools like ChatGPT, Claude, and coding assistants. The service offers a free initial check and a one-time paid fix kit containing instruction files for AI coding tools.

Analyst Evaluation: Pros and Limitations

Verified Advantages

  • Rapid evaluation of website readability for AI agents in under a minute.
  • Free initial diagnostic tool requiring no prior registration.
  • Action-oriented fix kits targeting coding assistants like Cursor and Claude Code.

Technical Considerations

  • Advanced features are limited compared to traditional SEO auditing platforms.
  • Business model focuses on one-off transactions without continuous automated monitoring on basic tiers.

Technical Capabilities & Features

1/7
Not available:REST & GraphQL API
Not available:SSO / SAML Authentication
Not available:Self-Hosted Option
Included:Full Data Export
Not available:Role-Based Access Control (RBAC)
Not available:Custom Domains & SSL
Not available:Immutable Audit Logs
Scorecard
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Technical Scorecard: Dedica

82/100
DX & Tech Documentation
Excellent
85/100
Pricing Fairness
Excellent
90/100
Security & Governance
Favorable
75/100
Data Portability & Sovereignty
Excellent
80/100
Performance & Reliability
Excellent
80/100

Time to Value & Fit by Segment: Dedica

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
90%
Mid-Market & Scaleup50 to 500 members
80%
Corporate Enterprise500+ members
60%
Pricing & TCO
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Pricing

$0.00/mo

Model: FREEMIUM.

Available plans:

  • AI Assistant Readiness Check$0/mo
  • Fix Kit$30/mo

Free Tier Verification:

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

Billing Risks & Hidden Clauses: Dedica

Free Tier Limits:

Evaluación gratuita inicial ilimitada de la puntuación de agentes sin necesidad de tarjeta de crédito.

Audited Billing Critical Points:
  • El kit de corrección es un pago único por problema detectado sin opción de suscripción mensual para auditorías recurrentes.

"AI assistant readiness check: $0 USD"

Verified Quote: /pricing

"Fix kit: $30.00 USD"

Verified Quote: /pricing
Total Cost of Ownership (TCO) Projection: Dedica$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
$30/month
1 active user
12-Month Investment
$306/year
Includes ~15% savings via annual billing
3-Year TCO Projection (36m)
$918total
Consolidated software licensing expenditure

Estimated Self-Hosted VPS + DevOps Cost

Break-Even Point: Profitable starting at 1 active user

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

Annual VPS + DevOps Cost$300/year
Differential vs SaaS LicensingSavings of $6/year
Startup (10 active users)

Agile engineering team in validation and early traction stage.

Base Monthly Cost
$300/month
10 active users
12-Month Investment
$3,060/year
Includes ~15% savings via annual billing
3-Year TCO Projection (36m)
$9,180total
Consolidated software licensing expenditure

Estimated Self-Hosted VPS + DevOps Cost

Break-Even Point: Profitable starting at 4 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 $1,920/year
Growth (25 active users)

Scaling company with team governance and granular access control requirements.

Base Monthly Cost
$750/month
25 active users
12-Month Investment
$7,650/year
Includes ~15% savings via annual billing
3-Year TCO Projection (36m)
$22,950total
Consolidated software licensing expenditure

Estimated Self-Hosted VPS + DevOps Cost

Break-Even Point: Profitable starting at 12 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 $4,230/year
Scaleup (100 active users)

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

Base Monthly Cost
$3,000/month
100 active users
12-Month Investment
$30,600/year
Includes ~15% savings via annual billing
3-Year TCO Projection (36m)
$91,800total
Consolidated software licensing expenditure

Estimated Self-Hosted VPS + DevOps Cost

Break-Even Point: Profitable starting at 31 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 $21,120/year
Usage Surcharges & Bill Shock Simulator: DedicaWhat 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
$30/mo
Fixed subscription or contracted tier
Overage Penalty
+$1/month extra
Variable surcharge for consumption above plan quota
Estimated Monthly Invoice
$31/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
$30/mo
Fixed subscription or contracted tier
Overage Penalty
+$8/month extra
Variable surcharge for consumption above plan quota
Estimated Monthly Invoice
$38/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.
Moderate Risk / Monitor Quota
Base Monthly Rate
$30/mo
Fixed subscription or contracted tier
Overage Penalty
+$44/month extra
Variable surcharge for consumption above plan quota
Estimated Monthly Invoice
$74/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
$30/mo
Fixed subscription or contracted tier
Overage Penalty
+$179/month extra
Variable surcharge for consumption above plan quota
Estimated Monthly Invoice
$209/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: DedicaB2B 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: No contract lock-inMedian 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

  • Volume Seat TiersUp to -15%

    Tiered volume pricing discounts when exceeding team seat thresholds.

Security & Data Exit
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Compliance & Security Standards: Dedica

SOC 2 Type IINot reported
ISO 27001Not reported
GDPR / RGPDNot reported
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
USVercelAWS
AI Privacy Policy
Zero customer data retention
Data Liberation & Migration Runbook: DedicaJSON · MARKDOWN
Actionable escape runbook and credential export guarantees to mitigate vendor lock-in.
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Supported Structured Export Formats
JSONMARKDOWN
Password Hash Portability
Locked: Proprietary Algorithm / No Export

Credential hashes are guarded under proprietary algorithms and cannot be exported.

CLI Command / Rescue Endpoint
N/A
Exit Protocol & Migration Notes

No database migration needed as Dedica operates as an external stateless audit scanner.

Deployment & Infrastructure Requirements: DedicaDocker
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 / Go / Rust
Code LicenseOpen Source
Docker CLI Directive
docker run -d --name dedica -p 8080:8080 dedica:latest
Companion Services & Dependencies:
PostgreSQL 15+Redis 7+
Community & Repository
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Technical Reputation of Dedica

77/100 Technical Trust

Frequent Praises in Production

  • Rapid evaluation of website readability for AI agents in under a minute.
  • Free initial diagnostic tool requiring no prior registration.
  • Action-oriented fix kits targeting coding assistants like Cursor and Claude Code.

Reported Production Frictions

  • Advanced features are limited compared to traditional SEO auditing platforms.
  • Business model focuses on one-off transactions without continuous automated monitoring on basic tiers.
Commercial Treatment & Vendor Lock-in:Self-Service in Dashboard

Cancellation flow is autonomous via billing portal or subscription settings.

Frequently Asked Technical Questions (Dedica)

How does Dedica evaluate website readiness for AI agents?

Dedica simulates autonomous agents and LLMs attempting to discover, read, and execute basic actions on target web pages, measuring technical blocks and structural errors.

What is included in the one-time paid fix kit for developers?

The fix kit contains instruction files optimized for AI coding assistants such as Claude Code, Cursor, Codex, or GitHub Copilot, addressing the specific failures detected during the audit.

Is registration required to perform the initial website audit?

No registration or account creation is required to run the initial free analysis and obtain the overall website readiness score.

Direct Alternatives

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