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mabl logo

mabl

Not Agent-Ready Yet
Agent-Ready SaaS Index · mabl.com · scored 2026-05-09 · rubric v2.0
Score 18 / 100
Automated Testing

mabl scores 18/100 on xpay's Agent-Ready Index v2: partial pricing visibility; usage-based / per-token pricing is published.

See mabl pricing summaryLive pricing page
Pricing
mabl pricing
As of 2026-05-09 · www.mabl.com/pricing
Sales-led pricing

Pricing is sales‑led with no public dollar amounts; only a 14‑day free trial and credit allocation are disclosed, so most numeric fields are null.

Score breakdown · rubric v2.0
How mabl 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

0 / 7

No sales call required

2 / 7

Card / wallet / x402 payment

0 / 6

Machine-readable bonus (MCP / OpenAPI)

0 / 10

Total
18 / 100
Agent purchase verdict
Can an autonomous agent transact here?
Sales-gated
LLM score: 10/100

Can create account

Yes

Can enter payment method

No

Can upgrade plan

No

Can buy more usage

No

Can cancel online

No

Payment methods

Unknown

Human approval recommended

Yes

Pricing transparency

contact_only

Purchase motion

sales_led

Demo required

Unknown

Quote required

Yes

Annual commit required

Unknown

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

Trial

14 days (no card)

Competitive intel
Positioning & ecosystem
Headline

“Pricing That Unlocks All Your Testing Needs”

Buyer persona

enterprise
mid market
developer

Integrations mentioned
Jira
Slack
Teams
CI/CD
Agent purchase simulation
Six-step check: can an agent actually buy from mabl?
✓

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.
  • No /.well-known/ai-pricing.json or equivalent machine-readable pricing manifest is published — agents must rely on HTML scraping.
  • The pricing URL did not render numeric tier data on the scoring date — possibly a router or sales-led landing page.
One-line fix
How mabl 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

Pricing That Unlocks All Your Testing Needs — Simple, flexible, scalable. Mabl offers transparent pricing tailored to your organization's testing requirements and scalability for collaboration across teams and applications.

tier_count

0

lowest_paid_entry_usd

null

free_tier

false

free_tier_terms

null

per_unit_price

null

annual_required

false

self_serve_paid_tiers

0

sales_only_tiers

1

public_api_docs_url

null

api_docs_auth_walled

null

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: Pricing That Unlocks All Your Testing Needs · Add-Ons
CTAs (40): English · 日本語 · Why mabl · Platform · Platform Explore mabl · Testing For every platform · Overview How mabl works · AI-Powered Testing Built on AI since 2017 · Agentic Testing Automation you can trust · Low-Code Testing for anyone · Web End-to-end testing your app · Mobile iOS & Android coverage
English 日本語 English Why mabl Platform Platform Explore mabl Testing For every platform Overview How mabl works AI-Powered Testing Built on AI since 2017 Agentic Testing Automation you can trust Low-Code Testing for anyone Web End-to-end testing your app Mobile iOS & Android coverage API Import Postman collections AI Apps Validate dynamic outputs Solutions By team mabl for everyone By industry Everywhere quality belongs For Developers Shift testing left For QA Automate & excel For Executives Results that deliver Financial Services Moving money safely Healthcare Patient safety & compliance Retail & eCommerce From search to sale to review Insurance Claims you can trust Software & Technology Leading the sector Travel & Hospitality Testing the traveler's journey Resources Blog Maturity Assessment Success Stories Company Meet the Team Join the Team Contact Us Partners Pricing Why mabl Platform Platform Overview AI-Powered Testing Agentic Testing Low-Code Testing Web Mobile API AI Apps Solutions By team For Developers For QA For Executives By industry Financial Services Healthcare Retail & eCommerce Insurance Software & Technology Travel & Hospitality Resources Blog Maturity Assessment Success Stories Company Meet the Team Join the Team Contact Us Partners Pricing Login BOOK A DEMO Pricing That Unlocks All Your Testing Needs Simple, flexible, scalable. Mabl offers transparent pricing tailored to your organization's testing requirements and scalability for collaboration across teams …
You work at mabl?
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Are you mabl? Something off in this listing?
Agent-Ready Spec
mabl
Not Agent-Ready Yet

18

/ 100 (rubric v2.0)
Category

Automated Testing

Pricing model

Not advertised

Tier count

0

Free tier

No

Lowest paid entry

Sales-led

Self-serve / sales-only tiers

0 / 1

Public API docs

Auth-walled

Anonymous purchase path

No

Machine-readable pricing

Not published

Last refreshed

2026-05-09

Pricing intelligenceInsights extracted from www.mabl.com/pricing
Pricing model

Sales-led pricing

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

14-day free trial

Actions
Open live pricing page
Verdict reflects Not Agent-Ready Yet status under rubric v2.0. Source observed at https://www.mabl.com/pricing.
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
or ask your AI app
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