Unstructured
Unstructured scores 56/100 on xpay's Agent-Ready Index v2: partial pricing visibility; checkout requires assistance; usage-based / per-token pricing is published; a free entry path exists.
Unstructured pricing
Free
Free
foreverPay-As-You-Go
$0.03
meteredBusiness
Contact sales
How Unstructured scores on the agent-ready dimensions
Public pricing visibility
15 / 15
Self-serve checkout
13 / 15
Public API + docs
0 / 20
Usage-based / metered pricing
17 / 20
Free entry path
7 / 7
No sales call required
4 / 7
Card / wallet / x402 payment
0 / 6
Machine-readable bonus (MCP / OpenAPI)
0 / 10
Total
56 / 100
What it actually costs at typical scale
Free tier user processing 15,000 pages
$0/mo
Pay-as-you-go user processing 10,000 pages/month
$300/mo
Can an autonomous agent transact here?
Can create account
Can enter payment method
Unknown
Can upgrade plan
Can buy more usage
Can cancel online
Unknown
Payment methods
Unknown
Human approval recommended
Pricing transparency
partial
Purchase motion
self_serve
Demo required
Quote required
Annual commit required
Auto-renewal mentioned
Cancellation policy visible
Refund policy visible
Invoice payment available
Unknown
Purchase orders supported
Unknown
MSA required
Unknown
DPA available
Unknown
Security review required
Unknown
Trial
Available, no card
Trust & compliance
Certifications
SSO / SAML
Unknown
RBAC
Audit logs
Unknown
Data residency
Positioning & ecosystem
“Free if you're curious, custom if you're serious.”
Buyer persona
Six-step check: can an agent actually buy from Unstructured?
Discover price
https://unstructured.io/pricing — flat $0.03/page rate visibleSelect a plan
Three tiers (Free, PAYG, Business) clearly distinguishedPay per task
Flat $0.03/page on every file type at https://unstructured.io/pricingAvoid a sales call
Free and PAYG fully self-serve; only Business sales-ledAPI docs without auth
https://docs.unstructured.io — publicEstimate cost upfront
Flat per-page rate with explicit 'no upcharges' clause at https://unstructured.io/pricingPros and cons for AI agents
Observational summary written by xpay from the signals captured on 2026-05-03. 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.
- Per-unit billing is published, so an agent can budget for a single task before committing.
- API documentation is reachable without a login — discovery and integration can happen in one session.
- Per-unit rate is concrete enough that an agent can model expected spend before issuing a request.
- Some tiers are sales-led; the highest-capacity surfaces are not self-serve.
- No /.well-known/ai-pricing.json or equivalent machine-readable pricing manifest is published — agents must rely on HTML scraping.
How Unstructured 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 | Free if you’re curious, custom if you’re serious. — All your data — the messiest, the most difficult, the real-time — transformed with human-level accuracy. We get your data LLM-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 | 0 |
| sales_only_tiers | 1 |
| public_api_docs_url | https://unstructured.io/resources |
| 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 →
Claim this scorecard & lift your score.
Get the breakdown of every signal we measured, the one-line fix, and how your peers in Document Parsing stack up.
Compare the agent-ready picks in Document Parsing.
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 picksUnstructured
56
/ 100 (rubric v2.0)Document Parsing
Not advertised
2
No
Sales-led
0 / 1
Public
No
Not published
2026-05-09
Multi-product subscription
Unstructured offers a free tier with 15,000 pages, pay-as-you-go at $0.03/page, and custom business pricing; all plans include full platform features.
Free tier (Free)
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 Unstructured with peers
Highest-scoring companies in the same category that an AI agent might evaluate as an alternative.LlamaParse
76
Docparser
74
Mathpix
73
Nanonets
71
Sensible
70
Reducto
66
Mindee
57
Rossum
30
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.