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Catalyst by Zoho logo

Catalyst by Zoho

Agent-Ready Verified
Agent-Ready SaaS Index · catalyst.zoho.com · scored 2026-05-09 · rubric v2.0
Score 85 / 100
Application Development
Free tier
Self-serve checkout
Public API

Catalyst by Zoho scores 85/100 on xpay's Agent-Ready Index v2: partial pricing visibility; self-serve checkout is available; a public API exists with documentation; usage-based / per-token pricing is published; a free entry path exists.

See Catalyst by Zoho pricing summaryLive pricing page
Pricing
Catalyst by Zoho pricing
As of 2026-05-09 · catalyst.zoho.com/pricing.html
Per-model pricing
15 SKUs priced in mixed units (GB-second, state transition, GB-hour…)
Model / SKUInputOutput

Functions

$0.000016 / GB-second

—

Circuits

$0.00002 / state transition

—

AppSail

$0.08 / GB-hour

—

API Gateway

$0.000001 / request

—

Web Client Hosting

$4e-7 / request

—

Mail

$0.001 / email

—

Push Notifications

$0.00002 / notification

—

Search

$0.00004 / query

—

File Storage

$0.02 / GB

—

SmartBrowz Headless

$0.1188 / hour

—

SmartBrowz PDF Conversion

$0.0033 / PDF

—

ConvoKraft

$0.0006 / message

—

LLM Calls (Input Tokens)

$0.2 / 1M token

—

LLM Calls (Output Tokens)

$0.4 / 1M token

—

VLM Calls (Output Tokens)

$0.8 / 1M token

—

Score breakdown · rubric v2.0
How Catalyst by Zoho scores on the agent-ready dimensions

Public pricing visibility

15 / 15

Self-serve checkout

15 / 15

Public API + docs

16 / 20

Usage-based / metered pricing

20 / 20

Free entry path

7 / 7

No sales call required

7 / 7

Card / wallet / x402 payment

5 / 6

Machine-readable bonus (MCP / OpenAPI)

0 / 10


Total
85 / 100
Effective pricing
What it actually costs at typical scale
Free tier, no usage
$0/mo
· All usage within free monthly limits
Confidence: high
1 GB‑second of Functions usage beyond free limit
$0.000016/mo
· Only Functions usage, 1 GB‑second over free allowance
Confidence: medium
Agent purchase verdict
Can an autonomous agent transact here?
Agent-ready
LLM score: 90/100

Can create account

Yes

Can enter payment method

Yes

Can upgrade plan

No

Can buy more usage

Yes

Can cancel online

Yes


Payment methods

card

Human approval recommended

No

Pricing transparency

full

Purchase motion

self_serve

Demo required

No

Quote required

No


Annual commit required

Unknown

Auto-renewal mentioned

No

Cancellation policy visible

No

Refund policy visible

No


Invoice payment available

No

Purchase orders supported

No

MSA required

No

DPA available

No

Security review required

No


Trial

180 days (no card)

Startup credits

180‑day free trial credits

API readiness
API & developer surface

API-first product

Yes

Sandbox present

Unknown

Webhooks

Unknown

MCP mentioned

No

Enterprise signals
Trust & compliance

SSO / SAML

Unknown

RBAC

Unknown

Audit logs

Unknown

Data residency

US

Competitive intel
Positioning & ecosystem
Headline

“Build for free. Pay per use”

Buyer persona

developer
smb
mid market

Agent purchase simulation
Six-step check: can an agent actually buy from Catalyst by Zoho?
◐

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
  • A free tier exists, lowering the bar for an agent builder to prototype before committing budget.
◐ 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 Catalyst by Zoho 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

false

headline_phrasing

Build for free. Pay per use — Sign up now and get credits for 180-day free trial. Also, enjoy a free tier with generous free usage credits that renew every month.

tier_count

0

lowest_paid_entry_usd

null

free_tier

true

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://catalyst.zoho.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

true

custom_tier_present

false

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: Build for free. Pay per use
CTAs (5): Get started for free · Explore Free Tier · only pay for what you use · subscription plan here · fill in this form
Price tokens (6): $1000 · $1000 · $1000 · $1000 · $1000 · $1000
INRBuild for free. Pay per use Sign up now and get credits for 180-day free trial. Also, enjoy a free tier with generous free usage credits that renew every month.Get started for freeWhy settle for one, when you can have all three!Free TrialNew customers get credit to use in 180 days. While you still have your credit, you can also enjoy services up to a specified free usage limit per month.Get started for freeFree TierContinue enjoying services for free with generous monthly usage limits. Only pay if you use more than the free monthly limits.Explore Free TierPay Per UseKeep getting the free usage limits and only pay for what you use beyond the free monthly limits.See ExampleIf an account exceeds free tier limits, a minimum charge of per project for backend services and management will apply. Avoid this fee by deleting unused projects.We also have a subscription based model for those who want more certainty in their monthly billing regardless of their usage. You can find the subscription plan here.Per component chargesServerless Operation TypeCostFunctions0.000016/GB-secondCircuits0.00002/state transitionAppSail0.08/GB-hourBackend Operation TypeCostAPI Gateway0.000001/requestWeb Client Hosting0.0000004/requestMail0.001/EmailPush Notifications0.00002/NotificationSearch0.00004/QueryStratusOperation TypeCostFile Downloads0.0000004/requestFile Upload0.000005/requestFile Update0.000005/requestFile Storage0.02/GBData StoreOperation TypeCostStorage0.02/GBDatastore Select0.00006/Reque…
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Agent-Ready Spec
Catalyst by Zoho
Agent-Ready Verified

85

/ 100 (rubric v2.0)

Category

Application Development

Pricing model

Not advertised

Tier count

0

Free tier

Yes

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

2026-05-09

Pricing intelligenceInsights extracted from catalyst.zoho.com/pricing.html
Pricing model

Per-model / per-SKU pricing

Agent-purchase verdict
Agent-ready
90/100 · v2.1
Canonical answer

Catalyst by Zoho pricing starts at $0/mo for the Free tier; pay‑per‑use rates apply per component. Billed monthly.

Cheapest entry

Free Tier (Free)

Actions
Open live pricing page
Verdict reflects Agent-Ready Verified status under rubric v2.0. Source observed at https://catalyst.zoho.com/pricing.html.
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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