KeaML
KeaML publishes a pricing page with 3 discoverable plan tier(s). Self-serve signup appears available without a sales call. No public API was advertised on the listing. A free or freemium tier appears to be offered. Tier 1 scorecard from public listing signals; pricing-page verification is a Tier 2 task.
at $350.00. Offers Free-forever and Custom plan.
$0
$350
per monthHow KeaML scores on the agent-ready dimensions
Public pricing
20 / 15
Usage-based / metered
0 / 25
Self-serve checkout
22 / 15
Public API
0 / 15
Low / no minimum
10 / 10
Unauth automated payment
2 / 10
Bonus (machine-readable pricing)On top of /100 base
0 / 5
Total
61 / 100
Six-step check: can an agent actually buy from KeaML?
Discover price
Select a plan
Pay per task
Avoid a sales call
API docs without auth
Estimate cost upfront
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.- Pricing is publicly visible on an indexable page — agents can read tiers without scraping past auth.
- Every advertised tier is self-serve; no tier requires scheduling a call.
- A free tier exists, lowering the bar for an agent builder to prototype before committing budget.
- No per-unit price was advertised, so an agent has no way to estimate the cost of a single task.
- 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.
How KeaML 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 | at $350.00. Offers Free-forever and Custom plan. |
| tier_count | 3 |
| lowest_paid_entry_usd | 350 |
| 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 | null |
| api_docs_auth_walled | null |
| ai_pricing_json_present | false |
| agents_txt_present | false |
| anonymous_purchase_path | 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} |
Claim this scorecard & lift your score.
Get the breakdown of every signal we measured, the one-line fix, and how your peers in Data Science And Machine Learning Platforms stack up.
Compare the agent-ready picks in Data Science And Machine Learning Platforms.
If you're building or running an AI agent that needs to buy from this category, see who's scoring highest right now.
See agent-ready picksKeaML
61
/ 100 (rubric v1.1)Data Science And Machine Learning Platforms
at $350.00. Offers Free-forever and Custom plan.
3
Yes
$350/mo
1 / 0
Auth-walled
No
Not published
2026-05-06
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
Compare KeaML with peers
Highest-scoring companies in the same category that an AI agent might evaluate as an alternative.Cognee
85
Pi.Exchange
71
Katonic
70
Saturn Cloud
69
Zerve AI
69
Einblick
63
Lyzr
62
Comet
62
Explore the Agent-Ready SaaS Index
25,480+ SaaS scored on agent-buyability — browse by readiness band, category, or jump straight to a pay-per-run tool on xpay.tools.