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Google Cloud AI logo

Google Cloud AI

Not Agent-Ready Yet
Agent-Ready SaaS Index · cloud.google.com · scored 2026-05-09 · rubric v2.0
Score 32 / 100
Data Science And Machine Learning Platforms
Self-serve checkout
Public API

Google Cloud AI scores 32/100 on xpay's Agent-Ready Index v2: partial pricing visibility; usage-based / per-token pricing is published; a free entry path exists.

See Google Cloud AI pricing summaryLive pricing page
Pricing
Google Cloud AI pricing
As of 2026-05-09 · cloud.google.com/ai-platform//
Sales-led pricing

The page only mentions free credits and a contact‑sales CTA; no public tiered pricing or usage rates are shown, so the model is classified as sales_only with limited pricing visibility.

Score breakdown · rubric v2.0
How Google Cloud AI scores on the agent-ready dimensions

Public pricing visibility

2 / 15

Self-serve checkout

0 / 15

Public API + docs

0 / 20

Usage-based / metered pricing

14 / 20

Free entry path

7 / 7

No sales call required

4 / 7

Card / wallet / x402 payment

5 / 6

Machine-readable bonus (MCP / OpenAPI)

0 / 10

Total
32 / 100
Agent purchase verdict
Can an autonomous agent transact here?
Sales-gated
LLM score: 25/100

Can create account

Yes

Can enter payment method

No

Can upgrade plan

No

Can buy more usage

No

Can cancel online

No

Payment methods

card
invoice

Human approval recommended

Yes

Pricing transparency

contact_only

Purchase motion

sales_led

Demo required

No

Quote required

Yes

Annual commit required

No

Auto-renewal mentioned

No

Cancellation policy visible

No

Refund policy visible

No

Invoice payment available

Yes

Purchase orders supported

Yes

MSA required

Unknown

DPA available

Unknown

Security review required

Unknown

Competitive intel
Positioning & ecosystem

Buyer persona

enterprise
developer

Agent purchase simulation
Six-step check: can an agent actually buy from Google Cloud AI?
✓

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 Google Cloud AI 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

Gemini Enterprise Agent Platform — All the power of Vertex AI you know and love, now within Gemini Enterprise Agent Platform. Read more in our announcement blog.

tier_count

3

lowest_paid_entry_usd

null

free_tier

false

free_tier_terms

null

per_unit_price

null

annual_required

false

self_serve_paid_tiers

2

sales_only_tiers

0

public_api_docs_url

https://docs.cloud.google.com/docs

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":true,"mcp_server_card":false,"agent_skills_index":false,"x402_supported":false}

View raw extracted page text →
Page heading: Gemini Enterprise Agent Platform
CTAs (40): Page Contents · Try Gemini in Agent Platform · Documentation · Sample code and notebooks · Release notes · All the power of Vertex AI you know and love, now within Gemini Enterprise Agent · Accelerate agent development with unified data and AI · Build generative AI apps quickly with Gemini · Train, test, and tune ML models on a single platform · Start building with Nano Banana Pro (Gemini 3 Pro Image) in the Gemini API today · Agent Platform · Scale agents from Agent Platform to your organizationUse Gemini Enterprise app t
Price tokens (10): $300 · $300 · $0.0001 · $0.0001per · $0.03 per pipeline runAgent · $300 · $0.0001 · $0.0001per · $0.03 per pipeline runAgent · $300
Page ContentsTry Gemini in Agent PlatformDocumentation Sample code and notebooks Release notes All the power of Vertex AI you know and love, now within Gemini Enterprise Agent Platform. Read more in our announcement blog.Gemini Enterprise Agent Platform Innovate, build and deploy enterprise ready agentsGemini Enterprise Agent Platform is Google Cloud's comprehensive platform for developers to build, scale, govern and optimize agents. It's a single destination for technical teams to build agents that can transform enterprise applications and workflows into powerful agentic systems.New customers get up to $300 in free credits to try Agent Platform and other Google Cloud products. Try Agent Platform freeContact salesProduct highlightsAccelerate agent development with unified data and AIBuild generative AI apps quickly with Gemini Train, test, and tune ML models on a single platformStart building with Nano Banana Pro (Gemini 3 Pro Image) in the Gemini API todayTry it in Agent PlatformFeaturesBuild, scale, govern and optimize enterprise grade AI agentsAgent Platform is our open and comprehensive platform that empowers businesses to rapidly build, scale, govern and optimize enterprise-grade agents grounded in your enterprise data. It provides the full-stack foundation and extensive developer choice you need to transform your applications and workflows into powerful agentic systems at global scale.Scale agents from Agent Platform to your organizationUse Gemini Enterprise app to secu…
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Are you Google Cloud AI? Something off in this listing?
Agent-Ready Spec
Google Cloud AI
Not Agent-Ready Yet

32

/ 100 (rubric v2.0)
Category

Data Science And Machine Learning Platforms

Pricing model

Not advertised

Tier count

3

Free tier

No

Lowest paid entry

Sales-led

Self-serve / sales-only tiers

2 / 0

Public API docs

Public

Anonymous purchase path

No

Machine-readable pricing

Not published

Last refreshed

2026-05-09

Pricing intelligenceInsights extracted from cloud.google.com/ai-platform//
Pricing model

Sales-led pricing

Agent-purchase verdict
Sales-gated
25/100 · v2.1
Cheapest entry

Free credits up to $300 (Free)

Actions
Open live pricing page
Verdict reflects Not Agent-Ready Yet status under rubric v2.0. Source observed at https://cloud.google.com/ai-platform//.
Agent-friendly features1 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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CompanyAgentically Inc. (d/b/a xpay✦)1875 Mission St, Ste 103San Francisco, CA 94103, United Stateslegal@xpay.sh · privacy@xpay.sh
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