niche · -0.3 market domain

Natural-Language

Score 17.2 / 100 11 providers +11 via APIs 14 APIs Search apis.io →
Variants seen in the corpus: Natural LanguageNatural-Language

Providers using this tag (11)

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

Exemplar 1 Complete, well-documented, and agent-ready
DiffbotExtractionHarvestingScrapingWeb9 APIs71.4
Strong 1 Solid coverage with minor gaps
Amazon KendraArtificial IntelligenceEnterprise SearchKnowledge-ManagementMachine-Learning1 API61.1
Developing 1 Usable, with meaningful gaps to close
DatamuseWord FindingLexical SearchVocabulary1 API47.8
Thin 4 Limited public surface area
CloudmersiveBarcodesConversionsDocumentsImage Recognition1 API37.0RasgoCompanyData WarehouseAnalyticsArtificial Intelligence1 API36.0MagicXCompanyArtificial IntelligenceAutocompleteDeveloper Tools1 API32.8Google AssistantActions on GoogleConversational AIGoogle Assistant1 API30.6
Emerging 2 Early or largely undocumented
DatapadCompanyAnalyticsArtificial IntelligenceData25.1StatMuseCompanySportsStatisticsSearch11.0
Minimal 2 Almost no public developer surface
CleargraphCompanyDataSearchAnalytics5.3SiriCompanyVirtual AssistantVoice AssistantArtificial Intelligence5.0

APIs with this tag (14)

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 5 Complete, well-documented, and agent-ready
Qlik Adaptive cards APIQlik Cloud Adaptive cards API. 1 operations published as OpenAPI 3.0.0 at https://qlik.dev/specs/rest/analy...70.5Qlik Assistants APIAssistants provide a chat interface for asking questions and getting personalized, relevant answers for Qli...70.5Qlik Knowledgebases APIKnowledgebases are collections of individual data sources, that are indexed for use in generating responses...70.5Qlik Natural Language APIParse natural language queries with support for language configuration, visualization generation, and conve...70.5Coresignal Agentic Search APIThe Agentic Search API enables natural language search across Coresignal's company, employee, and jobs data...68.3
Strong 2 Solid coverage with minor gaps
Zapier AI Actions APIZapier AI Actions (formerly Natural Language Actions) provides a universal natural language API optimized f...60.4data.world Answer APIAsk natural language questions against structured data and receive answers. Enables AI-powered data explora...54.3
Developing 5 Usable, with meaningful gaps to close
BuiltWith Ask APIThe Ask API from BuiltWith — 1 operation(s) for ask.53.8PromptQL Natural Language APIThe PromptQL Natural Language API allows interaction with Hasura PromptQL to send natural language messages...51.7Nutritionix Natural Language APITranslate plain-text food and exercise phrases into structured nutrition data.42.9ScrapingBee AI Web Scraping APIThe AI Web Scraping API leverages LLM-driven extraction to lift content from web pages by expressing what y...42.5Varonis MCP ServerModel Context Protocol server that interfaces with Varonis APIs, allowing AI clients such as ChatGPT, Claud...40.2
Thin 2 Limited public surface area
Qlik Natural Language APIEnables natural language question and answer interactions with data in Qlik Cloud analytics applications.36.6Deutsche Telekom AI StudioBuild conversational customer experiences in natural language across SMS, RCS, voice, video, and chat chann...28.6

Companies reaching this through an API (11)

These companies publish an API, specification or operation carrying “Natural-Language” 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.

BuiltWith Coresignal data.world Deutsche Telekom Hasura Nutritionix Qlik Qlik Sense APIs ScrapingBee Varonis Zapier

Score breakdown

Frequency
38.1
log-scaled weighted occurrences
Breadth
0.3
spread across providers
Quality lift
37.4
mean composite of providers using it
Cohesion
0.7
strength of nearest seed neighbor

Related tags

Data 5 co-occurrences Search 6 co-occurrences Analytics 8 co-occurrences Machine-Learning 5 co-occurrences Artificial Intelligence 14 co-occurrences Company 6 co-occurrences

Where this tag comes from

Provider tag11
Api tag14
Openapi tag1
Openapi op tag2

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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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This tag 
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All tags 
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort 
curl "https://apis.io/api/v1/cohorts/tag/natural-language"
The distribution (Pro) 
curl "https://apis.io/api/v1/cohorts/tag/natural-language/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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