emerging · -1.4 capability schemaresource

Data Extraction

Score 23.6 / 100 117 providers +14 via APIs 47 APIs Search apis.io →
Business capabilities this tag reaches
AI Model Services 2

Providers using this tag (117)

Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.

Exemplar 10 Complete, well-documented, and agent-ready
DiffbotExtractionHarvestingWeb ScrapingWeb9 APIs76.3ZyteCrawlingWeb ScrapingProxies2 APIs67.0Xquiksocial-media-dataX / TwitterSocial Listening2 APIs79.3Cloro Incorporation Ltd.CompanySearchArtificial IntelligenceWeb Scraping3 APIs77.4Search1APICompanySearchWeb SearchCrawling1 API73.0EmbossPDFFormsDocument ProcessingForm Filling3 APIs71.7MrScraperCompanyWeb ScrapingProxies2 APIs70.4Crawl4AIAI AutomationWeb CrawlingWeb Scraping1 API69.6BemCompanyDocument ProcessingUnstructured Data1 API69.1Social FetchSocial MediaWeb ScrapingSocial Listening1 API67.6
Strong 25 Solid coverage with minor gaps
DigiParserCompanyDocument ProcessingAutomation1 API55.1Landing.aiCompanyArtificial IntelligenceMachine LearningDocument Extraction4 APIs66.0WebCrawlerAPIWeb ScrapingWeb CrawlingMarkdown3 APIs65.8Nitro SoftwareCompanyPDFDocumentsE-Signature1 API64.9Google Cloud Document AIDocument ProcessingFormsGoogle Cloud2 APIs64.3NimblewayCompanyWeb DataWeb Scraping1 API64.3KonbiniAPISocial MediaInstagramTikTokX2 APIs64.1ChocodataWeb ScrapingSERPE-Commerce Data1 API64.0Amazon Scraper APIWeb ScrapingE-Commerce DataAmazon1 API63.6finedata-aiCompanyArtificial IntelligenceWeb Scraping1 API63.5SerpWowSearchSERPWeb DataWeb Scraping1 API63.0spicrawl-comCompanyWeb ScrapingAutomation1 API62.7MERCURYCompanyAgentsA2AMCP1 API62.3GoNitroCompanyDocumentsPDFE-Signature1 API62.1StructifyCompanyArtificial IntelligenceDataWeb Scraping1 API61.3StringWeb ScrapingMarkdownJSON3 APIs61.0WebScraping.AIWeb ScrapingProxiesArtificial Intelligence1 API60.9ContrackoCompanyContract ManagementLegal TechArtificial Intelligence1 API58.9ContrieCompanyWeb ScrapingAI Agents1 API58.8EvercontactCompanyContact ManagementContact DataData Enrichment1 API58.8OxylabsAI Web ScrapingBot Mitigation BypassCAPTCHA Solving1 API55.8NanonetsArtificial IntelligenceOCRDocument AIIntelligent Document Processing3 APIs55.7ClaixDocument ProcessingDocument IntelligencePDF1 API55.3InstabaseCompanyIntelligent Document ProcessingDocument AIArtificial Intelligence1 API54.7stophy-devCompanyWeb ScrapingAI AgentsSERP1 API54.3
Developing 41 Usable, with meaningful gaps to close
Invoice Data ExtractionFinanceArtificial IntelligenceInvoicing1 API51.5FirecrawlCrawlingWeb ScrapingURLs1 API49.9easyparser-comCompanyAmazonWeb ScrapingReal-Time1 API49.1ApifyActorsBrowser AutomationCrawlingData Aggregation1 API47.2PiloterrWeb ScrapingDeveloper ToolsBrowser Automation1 API47.2scrapingbot-ioCompanyWeb ScrapingArtificial Intelligence2 APIs44.3SOAXProxyWeb ScrapingResidential ProxiesMobile Proxies1 API43.1hydrafetch-comWeb ScrapingAutomationMarkdown1 API53.9SorsaTwitterXSocial Media1 API53.6IrmuWeb ScrapingDeveloper ToolsAutomation1 API53.5RunautomatCompanyAutomationRPADocument Processing1 API53.273 StringsPrivate MarketsValuationPortfolio MonitoringPrivate Equity6 APIs53.1ABBYYAI AutomationDocument ProcessingOCRIntelligent Document Processing3 APIs53.0OutcrawlCompanyArtificial IntelligenceWeb Infrastructure1 API52.9ParseurArtificial IntelligenceDocument ParsingDocument ProcessingDocument Extraction1 API52.9ParseForMeDocument ParsingOCRDocument AI1 API52.5SocialCrawlsocial media scrapingUnified APIcross-platform search1 API52.5ScrapingAntProxiesWeb ScrapingBrowser Automation2 APIs52.0HyperbrowserBrowser AutomationBrowser InfrastructureWeb ScrapingWeb Crawling1 API51.9ReductoDocument ParsingPDFOCR1 API50.9Bright DataWeb DataWeb ScrapingProxyResidential Proxy10 APIs50.2snoopscan-comWeb ScrapingAI AgentsMCP1 API49.9DeepSFetchAI IntegrationMonitoringCollection1 API49.3Indico DataCompanyIntelligent Document ProcessingIntelligent Process AutomationDocument AI1 API49.3TinyFishCompanyArtificial IntelligenceAI AgentsBrowser Automation4 APIs49.1Stract APICompanyArtificial IntelligenceDocument Processing2 APIs48.7ScrapingBeeAI ExtractionAnti-BotData Aggregation1 API48.4HootCodesCompanySocial MediaSoftware-as-a-Service8 APIs47.8Bowmark AIArtificial IntelligenceAutomationWeb1 API47.2Bol.aiFreight DocumentsBill of Lading3PL1 API46.0Canoe IntelligenceAlternative InvestmentsPrivate MarketsDocument Automation2 APIs45.1WarpPay402 Studiox402MicropaymentsAI AgentsMCP2 APIs44.8crawio-comWeb ScrapingProxyAnti-Bot2 APIs44.4Nace AiCompanyArtificial IntelligenceDocument IntelligenceDocument Processing1 API44.4EigenpalCompanyDocument ProcessingArtificial IntelligenceWorkflow Automation1 API43.5SchemaExtractDocument AIIntelligent Document ProcessingPDF/OCR-to-JSON1 API43.5DatanemOCRDocument ProcessingSpreadsheet Export1 API42.0octocrawl-devCompanyWeb ScrapingSoftware-as-a-Service2 APIs41.0ujeebu-comCompanyWeb ScrapingSoftware-as-a-Service1 API40.5ThordataProxy NetworkWeb ScrapingSERP2 APIs40.2KeirolabsArtificial IntelligenceSearchWeb API1 API40.0
Thin 22 Limited public surface area
AgentQLAgentsArtificial IntelligenceWeb Scraping1 API37.1DocparserDocument ParsingPDFOCR1 API37.1prodapi-liveAutomationArtificial IntelligenceMonitoring2 APIs36.3DoctlyArtificial IntelligenceDocument ParsingPDFMarkdown1 API33.9TensorlakeDocument ExtractionDocument IngestionDocument Parsing1 API33.8CakeAI PlatformRegulated IndustriesCoding Agents32.9Import.ioData AggregationData IntegrationPricing Intelligence1 API30.0upscrape-comCompanyWeb ScrapingAI Integration1 API38.0AlkymiCompanyFinancial ServicesPrivate MarketsDocument Processing1 API36.9Invoice TableFinanceBookkeepingInvoices1 API36.4CanonicAICompanyArtificial IntelligenceTagging1 API34.1DocsumoDocument ProcessingIntelligent Document ProcessingOCR1 API33.9XceptorAPI IntegrationData AutomationDocument Processing3 APIs33.9ZenRowsWeb ScrapingAnti-BotProxies1 API33.1ScrapflyArtificial IntelligenceScreenshotsWeb Scraping1 API32.3SpiderCrawlingWeb ScrapingURLs1 API32.3AgentRenderArtificial IntelligenceAutomationScreenshotsPDF1 API31.1ParsioArtificial IntelligenceDocument ParsingEmail ParsingOCR1 API30.9ZenscrapeWeb ScrapingProxyHTML1 API27.8CrawlbaseWeb ScrapingWeb CrawlingWeb Intelligence1 API27.7G Maps ExtractorGoogle MapsWeb ScrapingCSV Export2 APIs26.9AIDataParserArtificial IntelligenceJSONPDF1 API26.7
Emerging 11 Early or largely undocumented
ParseHubWeb ScrapingVisual Scraping1 API21.4growthvector-ioSEOGrowth MarketingSmall Business20.7DataSnipeArtificial IntelligenceDocument ProcessingSoftware-as-a-Service1 API25.0e2llmArtificial IntelligenceBrowserPrivacySecurity1 API24.4ScraperAPIProxiesWeb Scraping1 API24.4CheerioDOMHTMLHTML Parsing1 API23.4CayaCompanyAi Enterprise SoftwareDocument AutomationIntelligent Document Processing16.9ContextGemArtificial IntelligenceNatural Language ProcessingLLM1 API14.4Beautiful SoupHTML ParsingPythonWeb Scraping1 API12.0CrunchafiLease AccountingSoftware-as-a-ServiceAccounting Software11.8RipcordCompanyFrontier TechDocument DigitizationRecords Management11.0
Minimal 7 Almost no public developer surface
l1m.ioCompanyLLMOpen Source1 API10.1ClearLawCompanyLegal TechArtificial Intelligence2.6ScrapyCrawlingWeb Scraping1 API9.5GroundspeedCompanyInsuranceInsurtechUnderwriting7.7EigenCompanyDocument AIIntelligent Document Processing3.0DapperCompanyAdvertisingAdTechWeb Scraping0.0Kimono LabsCompanyDeveloper ToolsWeb Scraping0.0
Unrated 1 Not yet scored
ImpiraCompanyDocument AIIntelligent Document ProcessingMachine Learning

APIs with this tag (47)

Ranked by the provider's API Evangelist rating — the Kin Score is scored per provider, not per API, so every API of a provider shares its band. How the rating works →

Exemplar 1 Complete, well-documented, and agent-ready
Crawl4AI Cloud v1 APIThe versioned Crawl4AI cloud surface the first-party Cloud SDKs and the Claude Code plugin call. Covers POS...69.6
Strong 1 Solid coverage with minor gaps
Eden AI Data Extraction APIThe Data Extraction API from Eden AI — 1 operation(s) for data extraction.64.2
Developing 16 Usable, with meaningful gaps to close
LlamaParse Extract APIStructured data extraction API that pulls typed JSON output from unstructured documents using developer-def...53.7LSEG DataScope Select REST APIREST API providing programmatic access to the DataScope Select platform for extracting global prices, corpo...53.3ABBYY FlexiCapture Cloud for Invoices APIREST API for ABBYY FlexiCapture Cloud for Invoices. Uploads files, runs invoice capture tasks, downloads re...53.0ScrapingAntScrapingAnt is a web scraping API service that handles proxy rotation, headless browsers, and CAPTCHA solvi...52.0Hyperbrowser Extract APIStructured data extraction jobs that pull typed records from one or more pages using prompts and JSON schemas.51.9Enterprise Manager SQL Execution REST APIREST API for executing SQL queries against database targets monitored by Enterprise Manager and against the...51.4Events.com Data Extraction APIThe Data Extraction API from Events.com — 6 operation(s) for data extraction.51.2Workday Report Writer APISOAP web service API for creating, managing, and executing custom reports in Workday using Report Writer fu...51.1ScrapingBee AI Web Scraping APIThe AI Web Scraping API leverages LLM-driven extraction to lift content from web pages by expressing what y...48.4ScrapingBee Data Extraction APIThe Data Extraction API layers structured-data extraction rules on top of HTML API calls so callers receive...48.4PeopleSoft Data Distribution Framework APIFramework for extracting and flattening PeopleSoft data for machine learning and analytics purposes. Uses P...47.9Ariba Network Invoice Header Data Extraction APIExtracts invoice header data from the Ariba Network for reporting, reconciliation, and integration with fin...45.7Cost Breakdown Data Extraction APIExtracts cost breakdown and cost analysis data from sourcing events and projects for spend visibility.45.7Supplier Data Extraction APIExtracts supplier information and data for integration with external systems and reporting tools.45.7LSEG DataScope Select - SOAP APISOAP-based web service API for DataScope Select, providing extraction functionality for global pricing, ref...43.3SOAX Web Data APIThe SOAX Web Data API extracts fully rendered HTML, screenshots, XHR responses, and structured data from an...43.1
Thin 24 Limited public surface area
AgentQL Query Document APIExtract structured data from PDF documents and images (JPEG, PNG) using AgentQL query language or natural l...37.1Anvil Document AI & OCR APIExtract structured data from uploaded PDF documents using AI-powered OCR, automatic field detection, box fi...36.6AppEEARS APIThe Application for Extracting and Exploring Analysis Ready Samples (AppEEARS) API offers a RESTful interfa...32.5Scrapfly Extraction APIAI-powered structured data extraction from HTML content. Supports template-based extraction, LLM prompt-dri...32.3Advanced Domain Analysis APISE Ranking Data API | Domain Analysis - perform in-depth competitive analysis on any domain30.7Advanced Image OCR APIExtract text from an image and get word-level bounding boxes, confidence scores, and word count. Useful for...30.7AI-ready Clean Data Extractor APIExtract title, links, images, tables, headings, sections, and page metadata from a webpage URL. Useful for ...30.7ApyHub Data Extraction APIThe Data Extraction API from ApyHub — 50 operation(s) for data extraction.30.7Convert Raw XML to JSON APIConvert XML strings into JSON while preserving attributes and text. Useful for parsing feeds, legacy integr...30.7Extract Article Summary APIFetch a URL and get an extractive summary with title and length metrics. Useful for article previews, diges...30.7Extract Article Text APIFetch a URL and get cleaned article text with title, length, final URL, and content type. Useful for indexi...30.7Extract Readable Content from HTML APIExtract main article text and title from HTML using readability algorithms. Returns cleaned content, short ...30.7Extract Sitemap from URL APIExtract URLs from a website’s sitemaps, with optional sitemap metadata and async job polling. Useful for SE...30.7Extract Table from PDF Document APIExtract tables from a PDF file and get them back as row arrays, grouped by page and table index, with a tot...30.7Extract Text from HTML APIExtract clean text from raw HTML, with optional URL support for better results. Returns text and length for...30.7Extract Text from PDF Document APIExtract text from a PDF file and receive document text, page count, and per-page text. Useful for search, r...30.7Extract Website Contact Info APICrawl a website and extract emails, phones, addresses, business names, named entities, and social profiles ...30.7Fix PDF Orientation APIAuto-rotate PDF pages with OCR and track job progress. Returns job IDs, status, progress, and corrected PDF...30.7Get SERP Results APISE Ranking Data API | SERP Results - retrieve the top 100 search engine results pages (SERPs) for any keywo...30.7Ingredient Parser From Text APIParse ingredient text into additives, allergens, trace warnings, and dietary flags. Useful for food labels,...30.7Resume Parsing & Analysis APIParse resume files or text into structured output for ATS, screening, and candidate data workflows.30.7US Patent & Trademark Assignments APISearch patents and trademarks in one query. Track ownership transfers and assignment history across US pate...30.7US Patent Search & Records APISearch, retrieve, and analyze US patent data via API. Full-text claims search, CPC classifications, citatio...30.7Acuant AssureID Connect APIREST API for document identity verification. Supports creating document transactions, uploading multi-spect...29.5
Emerging 4 Early or largely undocumented
ScraperAPIScraperAPI is a web scraping API that manages proxies, browsers, and CAPTCHAs to extract HTML from any web ...24.4CheerioCheerio implements a subset of core jQuery designed for the server. It parses markup into a traversable, ma...23.4GenevaERSGenevaERS is a single-pass optimization engine for high-volume data extraction, transformation, and reporti...12.7Beautiful SoupBeautiful Soup 4 is a Python library providing a parse tree API for HTML and XML documents. It exposes Tag,...12.0
Minimal 1 Almost no public developer surface
ScrapyScrapy is an open-source Python web crawling framework for extracting structured data from websites using s...9.5

Companies reaching this through an API (14)

These companies publish an API, specification or operation carrying “Data Extraction” but do not classify their business under it. Listed unranked and kept out of the count above, because one tagged operation is not a statement about what a company does.

Acuant Anvil ApyHub Ariba Eden AI Events.com LlamaParse NASA Earthdata Open Mainframe Project Oracle Enterprise Manager PeopleSoft Refinitiv Refinitiv Eikon Workday Report Writer

Score breakdown

Frequency
57.2
log-scaled weighted occurrences
Breadth
1.5
spread across providers
Quality lift
44.6
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor

Where this tag sits

117 providers carry this tag directly, and 202 counting the 2 narrower tags below — 85 more to reach.

Document Parsing 17 providers Web Scraping 133 providers

Related tags

Web Scraping 57 co-occurrences OCR 24 co-occurrences Document Processing 18 co-occurrences Browser Automation 15 co-occurrences Proxies 12 co-occurrences SERP 13 co-occurrences Intelligent Document Processing 12 co-occurrences

Where this tag comes from

Provider tag117
Api tag47
Openapi tag3
Openapi op tag59

Cohort brief

Auto-generated

The 110 providers in the APIs.io catalog tagged Data Extraction, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
110
of 117 in the catalog
Mean Kin Score
46
+21.9 vs catalog 24.1
Mean Agent Readiness
35
+20.9 vs catalog 14.1
Spread
2.6–79.3
median 49.1 · σ 17.1
How the 110 split by band
Exemplar 10Strong 25Developing 40Thin 21Emerging 9Minimal 5
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Contract Quality 47 18.6 +28.4 110
Developer Ergonomics 49.3 24.5 +24.8 110
Access Clarity 54 30 +24 110
Operational Transparency 29.2 13.2 +16 110
Contract Governance 20.8 9.7 +11.1 110
Discoverability 67.8 59.1 +8.7 110

A facet is averaged over the members that carry it, not over the whole cohort — the “Scored” column is that count. Averaging an absent facet as zero would score our own coverage gaps as the providers’ posture.

What this cohort publishes
ArtifactThis cohortCatalogDifference
MCP server (any) 50% 18% +32
MCP server (first-party) 50% 16% +34
Agent Skills 0% 0% 0
OAuth scopes 21% 13% +8
Security 98% 99% -1
Arazzo workflows 5% 1% +4
Governance rules 88% 36% +52

mcp_pct counts any mcp/ artifact including ones API Evangelist derived from the provider OpenAPI; mcp_first_party_pct counts only servers the provider publishes. Prefer the latter.

Top by Kin Score
  1. 1 Xquik 79.3
  2. 2 Cloro Incorporation Ltd. 77.4
  3. 3 Diffbot 76.3
  4. 4 Search1API 73
  5. 5 Emboss 71.7
  6. 6 MrScraper 70.4
  7. 7 Crawl4AI 69.6
  8. 8 Bem 69.1
  9. 9 Social Fetch 67.6
  10. 10 Zyte 67
Top by Agent Readiness
  1. 1 Xquik 91.8
  2. 2 Emboss 75.2
  3. 3 Cloro Incorporation Ltd. 69.3
  4. 4 Social Fetch 64.1
  5. 5 WebScraping.AI 63.3
  6. 6 hydrafetch-com 63.1
  7. 7 String 60.7
  8. 8 Contrie 58.8
  9. 9 Apify 58.8
  10. 10 Nimbleway 58.6
All 117 members of this roster resolve to a provider in the catalog; 110 carry a score (94%). The figures above describe the scored members only.Generated from the catalog build of 14 November 2026, across 41591 providers, using the same computation served by the APIs.io cohort API. Briefs are published for rosters of 5 or more scored providers; below that a distribution is not meaningful.

Work with this as data

Every tag here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for tags

7 MCP tools reach this
  • find_tagsBrowse and filter every tag in the catalog.
  • get_cohortThis tag as a scored cohort — every provider carrying it, with scores.
  • cohort_statsPRO — the distribution across this tag: mean, median, band split, adoption rates.
  • cohort_rankingsPRO — the leaderboard, on composite AND agent-readiness axes.
  • apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
  • resolveTurn a domain, URL or GitHub org into the provider it belongs to.
  • find_cohortsEvery scored population of providers in the catalog.
All 92 tools →

Call it yourself

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curl "https://apis.io/api/v1/tags/data-extraction"
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curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort (paid plan)
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