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AWS X-Ray logo

AWS X-Ray

Partially Agent-Ready
Agent-Ready SaaS Index · aws.amazon.com · scored 2026-05-06 · rubric v1.1
Score 53 / 100
Bug Tracking
Self-serve checkout
Public API

AWS X-Ray's pricing URL resolves, but plan structure is not surfaced clearly enough for an agent to enumerate without hand-parsing. No per-unit price was found on the page; an agent has no direct way to estimate the cost of a single task. Every advertised tier is self-serve; no tier requires a sales call. Public API documentation is reachable without an auth wall.

See AWS X-Ray pricing summaryLive pricing page
Pricing snapshot
Application Observability (APM) — Spot and fix application issues before they impact your customers
As of 2026-05-06 · derived from aws.amazon.com/xray/
Tier 1

Higher volume

Snapshot rendered from xpay's extracted pricing signals. The full tier list lives on the live page — see source link above.
Score breakdown · rubric v1.1
How AWS X-Ray scores on the agent-ready dimensions

Public pricing

10 / 15

Usage-based / metered

0 / 25

Self-serve checkout

15 / 15

Public API

15 / 15

Low / no minimum

0 / 10

Unauth automated payment

3 / 10

Bonus (machine-readable pricing)On top of /100 base

0 / 5


Total
53 / 100
Agent purchase verdict
Can an autonomous agent transact here?
Sales-gated
LLM score: 0/100

Can create account

Unknown

Can enter payment method

Unknown

Can upgrade plan

Unknown

Can buy more usage

Unknown

Can cancel online

Unknown


Payment methods

Unknown

Human approval recommended

Yes

Pricing transparency

partial

Purchase motion

self_serve

Demo required

Unknown

Quote required

Unknown


Annual commit required

Unknown

Auto-renewal mentioned

No

Cancellation policy visible

No

Refund policy visible

No


Invoice payment available

Unknown

Purchase orders supported

Unknown

MSA required

Unknown

DPA available

Unknown

Security review required

Unknown


Agent purchase simulation
Six-step check: can an agent actually buy from AWS X-Ray?
✓

Discover price

◐

Select a plan

✗

Pay per task

✗

Avoid a sales call

◐

API docs without auth

✗

Estimate cost upfront

Analysis
Pros and cons for AI agents
Observational summary written by xpay from the signals captured on 2026-05-06. Not a review of the product — only of its current pricing posture for agent buyers.
✓ For an AI agent
  • Pricing is publicly visible on an indexable page — agents can read tiers without scraping past auth.
◐ Opportunities for the provider
  • No per-unit price was advertised, so an agent has no way to estimate the cost of a single task.
  • All advertised tiers route to a sales contact form; an agent cannot complete a purchase autonomously.
  • API documentation is gated or absent; an agent cannot inspect the integration surface without authentication.
  • PPU requires account creation and an issued API key; a fully unauthenticated agent purchase is not yet supported.
  • No /.well-known/ai-pricing.json or equivalent machine-readable pricing manifest is published — agents must rely on HTML scraping.
One-line fix
How AWS X-Ray could lift its score

Add a per-unit price (e.g. $X / 1K calls) to the pricing page so an agent can compute its own cost before committing.

pricing_visible

true

headline_phrasing

Application Observability (APM) — Spot and fix application issues before they impact your customers

tier_count

1

lowest_paid_entry_usd

null

free_tier

false

free_tier_terms

null

per_unit_price

null

annual_required

false

self_serve_paid_tiers

1

sales_only_tiers

0

public_api_docs_url

https://builder.aws.com/

api_docs_auth_walled

false

ai_pricing_json_present

false

agents_txt_present

false

anonymous_purchase_path

false

per_unit_classification

null

usage_headline_present

false

custom_tier_present

false

agent_friendly

{"ai_pricing_json":false,"agents_txt":false,"llms_txt":false,"sitemap_xml":false,"mcp_server_card":false,"agent_skills_index":false,"x402_supported":false}

View raw extracted page text →
Page heading: Application Observability (APM)
CTAs (40): Skip to main content · Filter: All · English · Contact us · AWS Marketplace · Support · My account · Search · Sign in to console · Create account · Overview · Pricing
Skip to main content Filter: All English Contact us AWS Marketplace Support My account Search Filter: All Sign in to console Create account Amazon CloudWatch Overview Features Pricing Getting Started FAQs More Amazon CloudWatch Features Application Observability (APM) Application Observability (APM) Spot and fix application issues before they impact your customers Get started Watch the demo Overview Prevent, optimize, and resolve application issues faster with Amazon CloudWatch Application Signals. Get one-click setup with automatic instrumentation across Amazon ECS, EKS, Lambda, EC2, and more—plus instant, automated insights from prebuilt dashboards that highlight your most critical telemetry. Play From chaos to clarity Visualize and troubleshoot your entire system architecture with zero configuration. Understand dependencies and resolve issues faster with automatic discovery of instrumented and uninstrumented services, automatic mapping of distributed applications across AWS accounts and regions, cross-account visibility, automatic operational audits for common issues, and recent changes to your application. Start the Application Signals (APM) interactive demo Business insights from every trace Simplify transaction analysis using an intuitive visual query builder. Surface business insights connect transaction tracing to business objectives. Instantly gain an end-to-end view of business-critical transactions with minimal setup and no setup and one-click analytics. Start the …
You work at AWS X-Ray?
Claim this scorecard & lift your score.

Get the breakdown of every signal we measured, the one-line fix, and how your peers in Bug Tracking stack up.

Evaluating AWS X-Ray?
Compare the agent-ready picks in Bug Tracking.

If you're building or running an AI agent that needs to buy from this category, see who's scoring highest right now.

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Are you AWS X-Ray? Something off in this listing?
Agent-Ready Spec
AWS X-Ray
Partially Agent-Ready

53

/ 100 (rubric v1.1)

Category

Bug Tracking

Pricing model

Application Observability (APM) — Spot and fix application issues before they impact your customers

Tier count

1

Free tier

No

Lowest paid entry

Sales-led

Self-serve / sales-only tiers

1 / 0


Public API docs

Public

Anonymous purchase path

No

Machine-readable pricing

Not published


Last refreshed

2026-05-06

Pricing intelligenceInsights extracted from aws.amazon.com/xray/
Pricing model

Sales-led pricing

Agent-purchase verdict
Sales-gated
0/100 · v2.1
Actions
Open live pricing page
Verdict reflects Partially Agent-Ready status under rubric v1.1. Source observed at https://aws.amazon.com/xray/.
Agent-friendly features0 of 7 present
Discovery files and protocols
Side-channel signals — informational, not part of the score. Each protocol is independent; adoption signals the publisher is thinking about agent buyers.

ai-pricing.json

agents.txt

llms.txt

sitemap.xml

MCP Server Card

Agent Skills

x402 / MPP

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