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  7. AWS Application Discovery Service

AWS Application Discovery Service logo

AWS Application Discovery Service

Partially Agent-Ready
Agent-Ready SaaS Index · aws.amazon.com · scored 2026-05-06 · rubric v1.1
Score 55 / 100
Cloud Migration
Self-serve checkout
Public API

AWS Application Discovery Service publishes a pricing page with 2 discoverable plan tier(s). No per-unit price was found on the page; an agent has no direct way to estimate the cost of a single task. Self-serve signup exists alongside a sales-led / custom tier. Public API documentation is reachable without an auth wall.

See AWS Application Discovery Service pricing summaryLive pricing page
Pricing snapshot
Pricing summary
As of 2026-05-06 · derived from aws.amazon.com/application-discovery/
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 Application Discovery Service scores on the agent-ready dimensions

Public pricing

15 / 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
55 / 100
Agent purchase verdict
Can an autonomous agent transact here?
Sales-gated
LLM score: 10/100

Can create account

No

Can enter payment method

No

Can upgrade plan

No

Can buy more usage

No

Can cancel online

No

Payment methods

Unknown

Human approval recommended

Yes

Pricing transparency

contact_only

Purchase motion

sales_led

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

Competitive intel
Positioning & ecosystem

Buyer persona

enterprise

Agent purchase simulation
Six-step check: can an agent actually buy from AWS Application Discovery Service?
✓

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 Application Discovery Service 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

AWS Transform — Agentic modernization of mainframe, VMware, Windows, and legacy code—reducing tech debt and making your stack AI-ready

tier_count

2

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

true

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: AWS Transform
CTAs (40): Skip to main content · Filter: All · English · Contact us · AWS Marketplace · Support · My account · Search · Sign in to console · Create account · Overview · FAQs
Skip to main content Filter: All English Contact us AWS Marketplace Support My account Search Filter: All Sign in to console Create account AWS Transform Overview Use cases FAQs Pricing Partners Products Migration and Modernization AWS Transform AWS Transform Agentic modernization of mainframe, VMware, Windows, and legacy code—reducing tech debt and making your stack AI-ready Get started with AWS Transform Accelerate enterprise modernization with agentic AI AWS Transform is a collaborative enterprise IT transformation workbench powered by expert agents, agentic AI systems, and continuous learning that accelerates cloud migration, legacy application modernization, and tech debt reduction. It offers purpose-built transformations for mainframe, VMware, and Windows workloads, and automates code modernization at scale, from version and framework upgrades to fully custom, organization-specific transformations. By automating complex tasks like assessments, code analysis, refactoring, dependency mapping, and transformation planning, AWS Transform dramatically reduces project timelines and costs. Its shared workspaces and natural language chat experience enable cross-functional teams to collaborate in real time, track progress, and manage transformations from start to finish. Interactive demo Play Benefits Accelerate modernization of enterprise workloads Modernize Windows, mainframe, and VMware applications up to 5x faster with agentic AI–powered automation of analysis, planning, docu…
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Are you AWS Application Discovery Service? Something off in this listing?
Agent-Ready Spec
AWS Application Discovery Service
Partially Agent-Ready

55

/ 100 (rubric v1.1)
Category

Cloud Migration

Pricing model

Not advertised

Tier count

2

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/application-discovery/
Pricing model

Sales-led pricing

Agent-purchase verdict
Sales-gated
10/100 · v2.1
Cheapest entry

Contact sales · sales-led

Actions
Open live pricing page
Verdict reflects Partially Agent-Ready status under rubric v1.1. Source observed at https://aws.amazon.com/application-discovery/.
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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