ScraperWatch

schema.org scrapers compared

133 tools that scrape schema.org, ranked by real usage over the last 30 days. Success rate is the share of public runs that finished successfully in the last 30 days. Summed reported actor users: 174. Users may overlap across tools; this is not a count of unique people or buyers, or search volume.

At a glance: 133 tools; 35 of 60 displayed tools have recorded 30-day run completion (20+ public runs); the most used tool has 13% of reported users. Dataset file date: 2026-10-20; individual observation dates vary or are unknown.

Carried forward means retained from an earlier fetch; pricing and usage may have changed, or the listing may be absent from today's fetch. Unknown observation dates remain unknown. Dataset file dates and tool build dates are not tool observation dates.

Most used: Schema Markup Scraper & SEO Auditor (23 users in 30 days).

Pricing coverage among 60 displayed tools: 57 with a recorded primary-event rate; 2 with an unavailable primary-event rate; 1 with an explicit FREE model. Primary-event rates use the recorded billing units below; different events are not equivalent results.

Comparison evidence

Sorting covers only the displayed subset (at most 60 tools), not the entire store or every matching actor. Success means run completion, not output accuracy. Review sorting uses review count, not rating. Unknown evidence stays last; ties retain original order.

ToolUsers 30dObserved run completion 30dRuns 30dUSD / 1,000 primary eventsUSD / run startReview count (rating shown)Last run
Schema Markup Scraper & SEO Auditor
autofacts/metadata-scraper
Observation date unknown · Observed: unknown
23100.0%81$5.00$0.002 reviews · rating 5.02026-10-19
Schema Markup & JSON-LD Validator
maximedupre/schema-markup-validator
Observation date unknown · Observed: unknown
968.1%91$0.050Selected event: Page audit (page-validated)
Event details

One public page audit is saved after the page is fetched and audited.

$0.000 reviews · rating 0.02026-10-19
JSON-LD Schema & Meta Tag Extractor
logiover/json-ld-schema-meta-tag-extractor
Observation date unknown · Observed: unknown
695.4%65$5.00$0.000 reviews · rating 0.02026-10-18
Monitoring Checker Schemaby Apify
apify/monitoring-checker-schema
Observation date unknown · Observed: unknown
4100.0%126,767Explicit FREE modelExplicit FREE pricing model; billing unit unavailable.
Event details

Event description unavailable.

Explicit FREE model5 reviews · rating 4.82026-10-19
MCP Web Research Agent: Search to JSON Schema
enezli/mcp-research-agent
Observation date unknown · Observed: unknown
396.7%30$100.00Selected event: Web search (search-performed)
2 additional listed charge events

Charged per web search performed (delegated to the upstream search actor).

  • Run start (actor-start)
  • Page structured (page-structured)
<$0.0010 reviews · rating 0.02026-10-18
All Jobs Scraper - 26 Job Boards, One Schema, Parsed Salaries
techforce.global/all-jobs-scraper
Observation date unknown · Observed: unknown
3100.0%87$4.50$0.002 reviews · rating 5.02026-10-19
Structured Data & JSON-LD Extractor (Schema.org, Open Graph)
webdatatools/structured-data-extractor
Observation date unknown · Observed: unknown
2100.0%27$2.00<$0.0010 reviews · rating 0.02026-10-19
US Building Permits - 19 sources, one schema
formal_sadness_xvx/us-building-permits
Observation date unknown · Observed: unknown
2100.0%27$2.00Selected event: Record scraped (permit-record)
Event details

Cost per record scraped.

$0.0010 reviews · rating 0.02026-10-18
UK JobPosting Schema Scraper
neuton/uk-jobposting-schema-scraper
Observation date unknown · Observed: unknown
2100.0%27$4.00$0.000 reviews · rating 0.02026-10-19
JSON Schema Inferer - Draft-07 Schema from JSON or API URL
eliai/json-schema-inferer
Observation date unknown · Observed: unknown
2100.0%34$2.00Selected event: Inferred schemas (schema-inferred)
Event details

One draft-07 JSON Schema inferred from a URL or raw JSON sample. Non-JSON responses and parse failures are recorded free.

$0.000 reviews · rating 0.02026-10-18
JSON Schema Auto-Generator (Infer from Samples)
gochujang/json-schema-generator
Observation date unknown · Observed: unknown
2100.0%26$10.00Selected event: Schema Generated (schema-generated)
Event details

Charged per schema inference.

$0.0010 reviews · rating 0.02026-10-19
JSON-LD Extractor – Schema.org Data & Rich Snippets
ninhothedev/json-ld-extractor
Observation date unknown · Observed: unknown
2100.0%31$0.50<$0.0010 reviews · rating 0.02026-10-19
Dataset Schema Guard — Validate & Quarantine Records
orangepinlabs/dataset-schema-guard
Observation date unknown · Observed: unknown
2100.0%27$0.020Selected event: Validated record (validated-record)
Event details

One source dataset record checked against every configured schema rule and written to the valid or rejected result dataset.

<$0.0010 reviews · rating 0.02026-10-18
Schema.org LocalBusiness Parser
mahogany_songbird/schema-local-business-parser
Observation date unknown · Observed: unknown
2100.0%27$2.00<$0.0010 reviews · rating 0.02026-10-19
SEO Audit Tool - Technical SEO Audit, Schema, Robots & DNS
s-r/seo-audit-scraper
Observation date unknown · Observed: unknown
2100.0%31$10.00Selected event: Page audited (page_audited)
1 additional listed charge events

One page audited: score, findings, on-page tags, headers, robots, sitemap, TLS and DNS.

  • Actor run started (run_start)
$0.0020 reviews · rating 0.02026-10-18
Web Structured Data Extractor (Claude, JSON Schema)
gochujang/web-structured-extractor
Observation date unknown · Observed: unknown
2100.0%27UnavailableBilling unit unavailable.
1 additional listed charge events

Event description unavailable.

  • Page Extracted (page-extracted)
$0.0010 reviews · rating 0.02026-10-19
Schema.Org Json Ld Extractor
sync-network/schema-org-json-ld-extractor
Observation date unknown · Observed: unknown
2100.0%41$0.50<$0.0010 reviews · rating 0.02026-10-18
MCP Schema Policy Linter
zentrafoundry/zentra-mcp-connector-policy-linter
Observation date unknown · Observed: unknown
2100.0%26$0.10Selected event: Connector Audit (connector-audit)
6 additional listed charge events

Charge after producing one MCP connector manifest audit.

  • Least Privilege Policy (least-privilege-policy)
  • Policy Diff (policy-diff)
  • Successful dataset run (dataset-processed)
  • Saved result (record-saved)
  • Enriched result (enriched-record)
  • Policy Report Created (policy-report-created)
$0.000 reviews · rating 0.02026-10-18
Recipe, Event & Job Data Extractor (schema.org JSON-LD)
swiftkit/structured-data
Observation date unknown · Observed: unknown
2—13$1.00Selected event: Item (item)
Event details

One extracted recipe, event, job posting, product or other item. Pages without data, blocked and failed pages are free.

$0.000 reviews · rating 0.02026-10-19
Hugging Face Dataset Scraper — Splits & Schema
lovely_radiologist/hf-dataset-scraper
Observation date unknown · Observed: unknown
222.2%27$0.50Selected event: Dataset Extracted (dataset-item)
1 additional listed charge events

Successfully fetched metadata and schema for an AI dataset.

  • Actor Start (actor-start)
$0.0100 reviews · rating 0.02026-10-18
Schema Universal Converter
fiery_dream/schema-universal-converter
Observation date unknown · Observed: unknown
2100.0%27$0.010<$0.0010 reviews · rating 0.02026-10-18
Website Action Schema Extractor
q_services/website-action-schema-extractor
Observation date unknown · Observed: unknown
2100.0%27$0.80Selected event: Processed webpage (dataset-item)
1 additional listed charge events

Charged once per result returned.

  • Actor start (actor-start)
$0.0050 reviews · rating 0.02026-10-19
Comments Extractor — YouTube + Reddit, One Schema (+AI)
bovi/multi-platform-comments-extractor
Observation date unknown · Observed: unknown
1—12$2.70<$0.0010 reviews · rating 0.02026-10-18
Shopify & WooCommerce Products Scraper – Any Store, Schema.org
openharvest/ecommerce-product-scraper
Observation date unknown · Observed: unknown
1—8$1.50Selected event: Product (product)
Event details

One product (unique per run) saved to the dataset.

$0.000 reviews · rating 0.02026-10-19
App Store Reviews Scraper — Apple + Google Play, One Schema
lizaraco/app-store-reviews
Observation date unknown · Observed: unknown
1100.0%27$0.20Selected event: Review (review)
Event details

Each review returned from the App Store or Google Play. Error rows are never charged.

$0.0050 reviews · rating 0.02026-10-18
Web Crawler & Semantic Schema-Enhanced Extractor
devil_port369-owner/web-crawler
Observation date unknown · Observed: unknown
1100.0%26$14.99$0.008 reviews · rating 5.02026-10-18
Site Governance Monitor — Robots, Sitemap & Schema
taroyamada/site-governance-monitor
Observation date unknown · Observed: unknown
1100.0%26$9.00$0.000 reviews · rating 0.02026-10-19
SEO Audit Tool: Title, Meta, Schema, Robots, Sitemap
eliai/website-seo-tech-auditor
Observation date unknown · Observed: unknown
1100.0%26$100.00Selected event: Audited pages (page-audited)
Event details

One page crawled and audited: on-page SEO, redirect chain, link checks, structured data, plus its contribution to site-wide duplicate and broken-link detection.

$0.000 reviews · rating 0.02026-10-18
SEO Audit MCP — Meta, Schema, Sitemap & Redirects
q_services/seo-audit-mcp
Observation date unknown · Observed: unknown
1—2$2.00Selected event: Tool call (tool-call)
Event details

Charged once per MCP tool invocation.

$0.000 reviews · rating 0.02026-10-07
Sitemap Freshness & Schema Integrity Auditor
sebastian-actors/sitemap-freshness-schema-integrity-auditor
Observation date unknown · Observed: unknown
1100.0%26$0.25<$0.0010 reviews · rating 0.02026-10-18
AI Data Extractor: web page or PDF to JSON by your schema
ochinimus/ai-data-extractor
Observation date unknown · Observed: unknown
1—4UnavailableBilling unit unavailable.
1 additional listed charge events

Event description unavailable.

  • Extracted page (extracted-page)
<$0.0010 reviews · rating 0.02026-10-18
PDF to Excel Extractor
automation-lab/schema-guided-pdf-to-excel-extractor
Observation date unknown · Observed: unknown
1100.0%26$9.20Selected event: Document extracted (document)
1 additional listed charge events

Charged per document extracted.

  • Run started (start)
$0.0050 reviews · rating 0.02026-10-18
ATS Jobs Scraper - Greenhouse, Lever & Ashby in One Schema
kasimba/ats-jobs-scraper
Observation date unknown · Observed: unknown
1100.0%26$1.50Selected event: Job scraped (job-scraped)
Event details

One job posting normalised into a single schema, whether it came from Greenhouse, Lever, Ashby, Workable, Recruitee, or SmartRecruiters. Failed or empty runs are never billed.

$0.0020 reviews · rating 0.02026-10-19
Prediction Markets — Polymarket & Kalshi, One Schema
alaudinburki/prediction-markets-unified
Observation date unknown · Observed: unknown
1100.0%26$2.50$0.0200 reviews · rating 0.02026-10-19
Tabelog Scraper — Japan Restaurants (English schema)
jpopendata/japan-restaurants-tabelog
Observation date unknown · Observed: unknown
192.6%27$5.00Selected event: Per record/result (record)
1 additional listed charge events

Single result in the default dataset.

  • Actor start (actor-start)
$0.0500 reviews · rating 0.02026-10-19
Product Price Monitor & Scraper - WooCommerce, Schema.org
sophisticated_occasion/product-data-price-tracker
Observation date unknown · Observed: unknown
1—7$1.00Selected event: Product (or change record) delivered (product)
Event details

Product (or change record) delivered

$0.000 reviews · rating 0.02026-10-19
Bulk SEO Audit - Titles, Meta, Headings, Schema, Links
thirdwatch/seo-data-extractor
Observation date unknown · Observed: unknown
1100.0%29$2.00<$0.0010 reviews · rating 0.02026-10-19
JSON-LD Rich Result & Schema Drift Auditor
quanmatrix/jsonld-structured-data-auditor
Observation date unknown · Observed: unknown
1100.0%26$1.20$0.000 reviews · rating 0.02026-10-19
Apify Dataset JSON Schema Validator
automation-lab/apify-dataset-json-schema-validator
Observation date unknown · Observed: unknown
1100.0%25$0.84Selected event: Record validated (item)
1 additional listed charge events

Charged once for each JSON record validated and written to the output dataset.

  • Run started (start)
<$0.0010 reviews · rating 0.02026-10-19
JSON-LD & Schema.org Extractor
andok/jsonld-extractor
Observation date unknown · Observed: unknown
1100.0%30$1.00Selected event: URL Checked (dataset-item)
1 additional listed charge events

Per dataset item returned

  • Actor Start (actor-start)
$0.0100 reviews · rating 0.02026-10-19
Schema Markup Extractor — JSON-LD, Microdata, Open Graph
nexgensignal/schema-markup-extractor
Observation date unknown · Observed: unknown
1—1$50.00Selected event: Page read (page_read)
Event details

One web page read and its structured data delivered.

$0.000 reviews · rating 0.02026-10-19
SEO & AI Search Readiness Audit (robots, llms.txt, schema)
errandkit/seo-ai-readiness-audit
Observation date unknown · Observed: unknown
1—1$4.00Selected event: Page audited (page-audited)
2 additional listed charge events

Charged per HTML page fetched (status 200-399) and analyzed, after its result is saved. Failed, non-HTML and robots-disallowed pages are free.

  • Site checked (site-checked)
  • Link checked (link-checked)
<$0.0010 reviews · rating 0.02026-10-19
Technical SEO, Meta, Schema.org & Broken Links Auditor
duartelabs/seo-meta-schema-broken-links-auditor
Observation date unknown · Observed: unknown
1—1$0.90Selected event: Audited Webpage (Full SEO + 404 Check) (result)
Event details

Introductory launch rate ($0.90 per 1,000 audited URLs).

$0.0050 reviews · rating 0.02026-10-20
PAL | Product Star Rating Schema Audit
practical_ai_lab_jp/pal-aggregate-rating-checker
Observation date unknown · Observed: unknown
1——$5.00Selected event: Completed Aggregate Rating Check (pal-rating)
Event details

One public HTML page successfully processed by PAL Aggregate Rating Check.

<$0.0010 reviews · rating 0.02026-10-19
US Building Permits Feed - 9 Cities, One Schema
loomwise/city-building-permits
Observation date unknown · Observed: unknown
1——$2.00Selected event: Result (result)
Event details

One building permit (from any supported city) saved to the dataset.

<$0.0010 reviews · rating 0.02026-10-19
ATS Jobs Openings Scraper – 10 ATS Platforms, One Schema
fetchsmith/ats-jobs-scraper
Observation date unknown · Observed: unknown
1100.0%27$1.00Selected event: Job posting (job)
Event details

One normalized job posting returned to the dataset.

$0.000 reviews · rating 0.02026-10-19
SEO Audit Tool - On-Page SEO Checker, Meta Tags & Schema
propped_cloak/seo-audit-checker
Observation date unknown · Observed: unknown
1—7$2.00Selected event: Page audited (page-audited)
Event details

One HTML page audited (meta tags, headings, links, images, Open Graph, structured data, grade). Not charged for invalid inputs, unreachable pages, non-HTML files or internal addresses.

<$0.0010 reviews · rating 0.02026-10-19
Website SEO Audit Crawler – Broken Links, Schema & llms.txt
openharvest/website-seo-audit
Observation date unknown · Observed: unknown
1—9$3.00Selected event: Audited page (page)
1 additional listed charge events

One crawled page with its SEO audit (status, issues, meta, canonical, hreflang, schema) pushed to the dataset.

  • External link checked (external-link)
$0.000 reviews · rating 0.02026-10-19
US Building Permits Feed (37 Cities & Counties, One Schema)
novadata/city-building-permits-feed
Observation date unknown · Observed: unknown
1—2$3.00Selected event: Permit (permit)
Event details

One building permit record returned to the dataset.

$0.000 reviews · rating 0.02026-10-18
PAL | Product Image Metadata & Alt Audit
practical_ai_lab_jp/pal-product-image-schema-audit
Observation date unknown · Observed: unknown
1—2$4.00Selected event: Completed Product Image Schema (pal-prodimage)
Event details

One public HTML page successfully processed by PAL Product Image Schema.

<$0.0010 reviews · rating 0.02026-10-19
PAL | Multi-Offer Price Comparison QA
practical_ai_lab_jp/pal-multi-offer-schema-audit
Observation date unknown · Observed: unknown
1—3$5.00Selected event: Completed Multi Offer Inventory (pal-offers)
Event details

One public HTML page successfully processed by PAL Multi Offer Inventory.

<$0.0010 reviews · rating 0.02026-10-19
PAL | Ecommerce Product Listing QA — 50 URLs
practical_ai_lab_jp/pal-product-stock-schema-check
Observation date unknown · Observed: unknown
1—3$5.00Selected event: Completed Stock Availability Schema (pal-availability)
Event details

One public HTML page successfully processed by PAL Stock Availability Schema.

<$0.0010 reviews · rating 0.02026-10-19
PAL | Product Name & SKU Schema QA
practical_ai_lab_jp/pal-product-name-schema-audit
Observation date unknown · Observed: unknown
1—2$5.00Selected event: Completed Product Name Schema (pal-productname)
Event details

One public HTML page successfully processed by PAL Product Name Schema.

<$0.0010 reviews · rating 0.02026-10-18
PAL | Ecommerce Shipping Schema Checker
practical_ai_lab_jp/my-actor-2
Observation date unknown · Observed: unknown
1—5$5.00Selected event: Shipping promise audit (pal-shipping-audit)
Event details

One successfully fetched and audited public page.

<$0.0010 reviews · rating 0.02026-10-19
PAL | Merchant Return Policy Schema QA
practical_ai_lab_jp/my-actor-1
Observation date unknown · Observed: unknown
1—5$5.00Selected event: Return policy audit (pal-return-audit)
Event details

One successfully fetched and audited public page.

<$0.0010 reviews · rating 0.02026-10-19
Shop SEO & Product Schema Audit - Merchant-Ready Check
digivibetech/shop-seo-product-audit
Observation date unknown · Observed: unknown
1—3$5.00Selected event: Page audited (HTML page fetched and analysed) (page-audited)
Event details

Page audited (HTML page fetched and analysed)

$0.000 reviews · rating 0.02026-10-19
AI Search Citation Readiness Checker - llms.txt, GPTBot, Schema
digivibetech/ai-search-citation-readiness
Observation date unknown · Observed: unknown
1—3$9.00Selected event: Page audited (HTML page fetched and analysed) (page-audited)
Event details

Page audited (HTML page fetched and analysed)

$0.000 reviews · rating 0.02026-10-19
Schema.org Product Listing Auditor
gmoran/schemaorg-product-listing-auditor
Observation date unknown · Observed: unknown
1—6$3.00<$0.0010 reviews · rating 0.02026-10-18
CSV Feed Schema Drift Auditor
gmoran/csv-feed-schema-drift-auditor
Observation date unknown · Observed: unknown
1—7$3.00<$0.0010 reviews · rating 0.02026-10-18
JSON Schema Document Validator
gmoran/json-schema-document-validator
Observation date unknown · Observed: unknown
1—6$3.00<$0.0010 reviews · rating 0.02026-10-18

Download the schema.org comparison CSV (60 displayed tools). Includes snapshot_date (the dataset file date, not tool observation), observed_on (blank when unknown), observation_status (fetched, carried_forward or unknown), carried_forward, usage, recorded runs, success rate (0–1), pricing model, primary event and its listed USD price per 1,000 events (per_k). This primary-event rate is not total cost: run-start and additional charges may apply, and events can differ between tools. Unknown prices and success rates are blank; FREE identifies an explicit free pricing model.

Success rate is shown only for tools with 20+ runs in 30 days; below 90% is highlighted. Prices are list prices for Apify's free plan (paid plans are cheaper). Rates are per 1,000 primary events in the recorded unit named beside each rate; an unavailable billing unit is labeled explicitly. Different billing events do not imply equivalent results. Run-start and additional charges, plus your workload, determine total cost. Unavailable means the snapshot did not provide the value; an explicit FREE model is separate from a zero listed event rate. You are responsible for complying with schema.org's terms and applicable law. How we measure.

Would rather not run a scraper yourself? See our measured comparison of scraping APIs (success rate and cost per page on real targets).

Other ways to get this data

These are workflow options, not target-specific benchmark results. Check target support, response fields and setup requirements before choosing a tool.

Octoparse — desktop and cloud point-and-click scraper with ready-made templates for popular sites; no code, runs on a schedule.

Oxylabs — web scraping API with proxies and JavaScript rendering built in, for developers who want raw pages or parsed results in their own code.

ScraperAPI — web scraping API that handles proxy rotation and JavaScript rendering behind one request; included in our daily scraping-API benchmark. See our controlled API benchmark and its limits. These controlled fixtures are not a test of this target website.

Affiliate disclosure: we may earn a commission if you buy through these links, at no extra cost to you. It never affects rankings.

Related targets

Shared counts use distinct Actor IDs shown in both comparison tables. Shared listings do not establish equivalent capabilities, interchangeable outputs or permission to scrape. Category peers share a directory category.