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ScraperAPI logo

ScraperAPI

Not Agent-Ready Yet
Agent-Ready SaaS Index · scraperapi.com · scored 2026-05-03 · rubric v1.1
Score 48 / 100
Data Scraping APIs
Free tier
Self-serve checkout
Public API

ScraperAPI's pricing URL resolves, but plan structure is not surfaced clearly enough for an agent to enumerate without hand-parsing. No per-unit price was found on the page; an agent has no direct way to estimate the cost of a single task. Self-serve signup exists alongside a sales-led / custom tier. Public API documentation is reachable without an auth wall. A free or freemium tier is offered.

See ScraperAPI pricing summaryLive pricing page
Pricing snapshot
Start Scraping — ScraperAPI has acquired Traject Data
As of 2026-05-03 · derived from www.scraperapi.com/pricing/
Free

$0

No card
Entry paid

$49

per month
Snapshot rendered from xpay's extracted pricing signals. The full tier list lives on the live page — see source link above.
Score breakdown · rubric v1.1
How ScraperAPI scores on the agent-ready dimensions

Public pricing

7 / 15

Usage-based / metered

0 / 25

Self-serve checkout

15 / 15

Public API

15 / 15

Low / no minimum

8 / 10

Unauth automated payment

3 / 10

Bonus (machine-readable pricing)On top of /100 base

0 / 5


Total
48 / 100
Agent purchase simulation
Six-step check: can an agent actually buy from ScraperAPI?
✓

Discover price

https://www.scraperapi.com/pricing/ — five visible tier cards
✓

Select a plan

Hobby / Startup / Business / Scaling / Enterprise distinguishable
✗

Pay per task

Credit-based metering inside fixed monthly buckets; Scaling+ has fixed PAYG overage
◐

Avoid a sales call

Four tiers self-serve, only Enterprise contact-sales
✓

API docs without auth

https://docs.scraperapi.com — public
◐

Estimate cost upfront

Per-credit overage rate visible only on Scaling+; cost-per-URL not declared upfront on lower tiers
Analysis
Pros 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.
✓ For an AI agent
  • Pricing is publicly visible on an indexable page — agents can read tiers without scraping past auth.
  • API documentation is reachable without a login — discovery and integration can happen in one session.
  • 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.
  • Some tiers are sales-led; the highest-capacity surfaces are not self-serve.
  • 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.
  • A unit price is published but consumption per task is not declared upfront — cost predictability is partial.
One-line fix
How ScraperAPI 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

Start Scraping — ScraperAPI has acquired Traject Data

tier_count

0

lowest_paid_entry_usd

49

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://www.scraperapi.com/documentation/

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":true,"sitemap_xml":true,"mcp_server_card":false,"agent_skills_index":false,"x402_supported":false}

View raw extracted page text →
Page heading: Start Scraping
CTAs (40): Read the announcement · Pricing · Solutions · Close Solutions Open Solutions · Products · Industries · Async Scraper Service Send millions of requests asynchronously. · Structured Data Get structured JSON data from in-demand domains. · DataPipeline Automate data collection without writing a single line of code. · Scraping API Collecting data from millions of web sources. · Large-Scale Data Acquisition Handle millions of requests without sacrificing eff · LangChain Give your LangChain Agents Real-Time Web Access.
Price tokens (16): $49 / month · $44 / month · $149 / month · $134 / month · $299 / month · $269 / month · $475 / month · $427 / month · $49 / month · $44 / month · $149 / month · $134 / month
ScraperAPI has acquired Traject Data Read the announcement Pricing Solutions Close Solutions Open Solutions Products Industries Use cases Async Scraper Service Send millions of requests asynchronously. Structured Data Get structured JSON data from in-demand domains. DataPipeline Automate data collection without writing a single line of code. Scraping API Collecting data from millions of web sources. Large-Scale Data Acquisition Handle millions of requests without sacrificing efficiency. LangChain Give your LangChain Agents Real-Time Web Access. Ecommerce Improve profit margins and product offerings. Market Research Firms Understand your target market and predict shifts in demand. SEO Agencies Inform your strategy and track performance with 1st-party data. Travel Agencies and Hotels Spot trending destinations and potential risks. VCs and Hedge Funds Find investment opportunities and optimize your portfolio. AI and ML Scale training data collection. SERP Data Collection Collect search data for any query in seconds. Ecommerce Data Collection Grow your ecommerce with first-party data. Market Research Scraper Empower your marketing strategy with accurate data. Real Estate Data Collection Make smart investments by collecting property listing data on autopilot, 24/7. Online Reputation Management Monitor the web to identify MAP violations and brand misrepresentation. Contact sales Documentation Close Documentation Open Documentation Documentation cURL Collect data at scale from your …
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Agent-Ready Spec
ScraperAPI
Not Agent-Ready Yet

48

/ 100 (rubric v1.1)

Category

Data Scraping APIs

Pricing model

Start Scraping — ScraperAPI has acquired Traject Data

Tier count

0

Free tier

Yes

Lowest paid entry

$49/mo

Self-serve / sales-only tiers

1 / 0


Public API docs

Public

Anonymous purchase path

No

Machine-readable pricing

Not published


Last refreshed

2026-05-03

Actions
Open live pricing page
Verdict reflects Not Agent-Ready Yet status under rubric v1.1. Source observed at https://www.scraperapi.com/pricing/.
Agent-friendly features2 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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