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URL Classification logo

URL Classification

Approaching Agent-Ready
Agent-Ready SaaS Index · url-classification.io · scored 2026-05-09 · rubric v2.0
Score 71 / 100
DNS Security

URL Classification scores 71/100 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.

See URL Classification pricing summaryLive pricing page
Pricing
URL Classification — 2 products
As of 2026-05-09 · url-classification.io/pricing/
Per domain – 5,000 users
$300/user/mo
Per domain – 10,000 users
$550/user/mo
Per URL – 5,000 users
$600/user/mo
Per URL – 10,000 users
$1100/user/mo
Price per query – 250k domain queries
$300/mo
Price per query – 250k page queries
$600/mo
Score breakdown · rubric v2.0
How URL Classification 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

13 / 20

Free entry path

0 / 7

No sales call required

7 / 7

Card / wallet / x402 payment

5 / 6

Machine-readable bonus (MCP / OpenAPI)

0 / 10

Total
71 / 100
Effective pricing
What it actually costs at typical scale
5,000 paying users (per domain)
$300/mo
· 5,000 paying users· monthly subscription
Confidence: high
Agent purchase verdict
Can an autonomous agent transact here?
Agent-ready
LLM score: 65/100

Can create account

Yes

Can enter payment method

Yes

Can upgrade plan

Yes

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

No

Auto-renewal mentioned

No

Cancellation policy visible

Yes

Refund policy visible

No

Invoice payment available

Unknown

Purchase orders supported

Unknown

MSA required

Unknown

DPA available

Unknown

Security review required

Unknown

Trial

14 days

API readiness
API & developer surface

API-first product

Yes

Sandbox present

Unknown

Webhooks

Unknown

MCP mentioned

No

Competitive intel
Positioning & ecosystem

Buyer persona

enterprise
developer

Agent purchase simulation
Six-step check: can an agent actually buy from URL Classification?
◐

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
  • No clear agent-favorable signals were extracted on this scoring run.
◐ 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.
One-line fix
How URL Classification 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

Pricing — URL Classification API is a web based API. It works by making a web request to one of our servers and getting back an answer with the classification of the: Domain, URL, Keyword.

tier_count

1

lowest_paid_entry_usd

300

free_tier

false

free_tier_terms

null

per_unit_price

null

annual_required

true

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
CTAs (24): Home · Pricing · FAQ · About us · Test A Site · SEO Explorer · free trial · URL Classification for Parental Control · URL Classification for Routers · URL Classification for ISPs · URL Classification for DLP · URL Classification for Adtech
Price tokens (7): $300/month · $550/month · $600/month · $1100/month · $200/month for each dedica · $300/month Up to · $600/month Small projects
Home Pricing FAQ About us Test A Site Pricing URL Classification API Pricing URL Classification API is a web based API. It works by making a web request to one of our servers and getting back an answer with the classification of the: Domain, URL, Keyword. Startup packages We have a special price for startups in the parental control and end user protection industry that have a small user base or a limited budget. Per domain URL Classification Classification is for the domain level: Up to 5,000 paying users with unlimited number of 14-day trials: $300/month. Up to 10,000 paying users with unlimited number of 14-day trials: $550/month. Per URL, URL Classification Classification is done at the URL level: Up to 5,000 paying users with unlimited number of 14-day trials: $600/month. Up to 10,000 paying users with unlimited number of 14-day trials: $1100/month. Optional dedicated server Our servers are shared, if you need a dedicated server just for you in a specific geography the cost is $200/month for each dedicated server, we deploy and manage the dedicated server for you. Price per query This model is suitable for ad providers, or for business models that are not based on end user count: Up to 250,000 per domain queries: $300/month Up to 250,000 per page queries: $600/month Small projects If you require a small package, up to 55,000 requests per month for internal research, you can subscribe to the API via our other site: SEO Explorer, prices are under 100$ per month. Offline URL…
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Are you URL Classification? Something off in this listing?
Agent-Ready Spec
URL Classification
Approaching Agent-Ready

71

/ 100 (rubric v2.0)
Category

DNS Security

Pricing model

Not advertised

Tier count

1

Free tier

No

Lowest paid entry

$300/mo

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 url-classification.io/pricing/
Pricing model

Multi-product subscription

Agent-purchase verdict
Agent-ready
65/100 · v2.1
Canonical answer

URL Classification pricing starts at $300/mo for the per domain plan; no free tier; paid plans up to $1100/mo. Billed monthly.

Cheapest entry

Per domain (5,000 users) plan ($300)

Actions
Open live pricing page
Verdict reflects Approaching Agent-Ready status under rubric v2.0. Source observed at https://url-classification.io/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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