---
title: Verticals
---

# Verticals

Verticals are domain-specific groupings of providers. Kirha can compose and orchestrate queries across all providers within a vertical. Choose the one that matches your task and use its `slug` when calling Kirha APIs.

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## Insurance

**Slug:** `insurance`

Leverage specialized data for insurance, real-time transportation tracking, and weather. Includes flight lookup, risk analysis, and sector-specific monitoring automation.

**Providers:** Linkup, Firecrawl, Winston, Open Weather, Mistral Documents, Aviationstack
**Example prompts (non-exhaustive):**
- Insurance Risk related to Weather at Valence (Spain), the 29 October 2024
- Fetch flight information for VY8006 on the 24-09-2025
- Is https://assets.kirha.com/fake_car_crash.png AI-altered?


[Details](/verticals/insurance.mdx)

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## News

**Slug:** `news`

Access real-time news aggregation, media monitoring, and content analysis. Includes article search, sentiment tracking, topic clustering, and automated news intelligence for informed decision-making.

**Providers:** Linkup, Firecrawl, Arxiv, Polymarket, Wikidata, X, GoogleScholar
**Example prompts (non-exhaustive):**
- How are prediction markets pricing the next interest rate move?
- Recent robotics news and supporting academic publications
- Key geopolitical tensions and how prediction markets price the risk


[Details](/verticals/news.mdx)

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## Dev

**Slug:** `dev`

Access developer intelligence across code repositories, AI models, and dependency ecosystems. Includes repository search, package vulnerability analysis, model discovery, and open source insights.

**Providers:** Linkup, Firecrawl, Arxiv, Shodan, Github, Context7, Hugging Face, AbuseIPDB, Deps Dev
**Example prompts (non-exhaustive):**
- What version of transformers does meta-llama/Llama-3.1-8B require, and does it have any CVEs?
- What models on Hugging Face are fine-tuned on code and under 7B parameters?


[Details](/verticals/dev.mdx)

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## Adtech

**Slug:** `adtech`

Search intelligence for ad research and competitor analysis. Discover keywords, monitor campaigns, and uncover market trends to guide smarter media strategies.

**Providers:** Linkup, Firecrawl, Apollo, X, Google Ads
**Example prompts (non-exhaustive):**
- What keywords are Salesforce competitors bidding on?
- What ads is Nike running on Youtube
- Show video ads from Apple


[Details](/verticals/adtech.mdx)

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## Crypto

**Slug:** `crypto`

Analyze and automate your crypto activities: blockchain data, wallet analytics, DeFi tools, price tracking, token search, and digital asset management.

**Providers:** Linkup, Firecrawl, Zerion, Dune Sim, Xverse, DefiLlama, Polymarket, Coingecko, Wolfram Alpha, Cielo, Token Terminal, X, Utils, Dune
**Example prompts (non-exhaustive):**
- What's the balance of vitalik.eth over the last week
- Chart me the uniswap volume over the last week
- Give me the last Bitcoin news about the top 3 Bitcoin company holders


[Details](/verticals/crypto.mdx)

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## Medical

**Slug:** `medical`

Reliable medical and biomedical intelligence for research and clinical use. Explore peer-reviewed literature, preprints, and open research from sources like arXiv, PubMed, and Zenodo to support evidence-based decisions and innovation in healthcare.

**Providers:** EudraVigilance, Pubmed, EUR-Lex, Arxiv, European Medicines Agency, HAS, Dietary Supplement Label Database, Mistral Documents, OpenFDA, Wolfram Alpha, zenodo, French national medicines database, GoogleScholar, Patents View, ClinicalTrials, RxNorm, Lens, OpenAlex, Vidal, Sec
**Example prompts (non-exhaustive):**
- Show me phase 3 trials for GLP-1 receptor agonists and the research supporting their efficacy
- What are all the formulations of adalimumab, their FDA-reported adverse events, and active clinical studies?
- What are the most recent papers and preprints on mRNA technology beyond vaccines?


[Details](/verticals/medical.mdx)

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## Company

**Slug:** `company`

Access enriched company data for market research, prospecting. Includes detailed profiles, advanced search, VC matching, and automated enrichment tools.

**Providers:** Linkup, Firecrawl, Pappers, Arxiv, Shodan, Linkedin, Github, Product Hunt, Marketstack, Mistral Documents, DefiLlama, Fred, Polymarket, Apollo, Wolfram Alpha, X, Transcript, TED Europa, GoogleScholar, Patents View, Google Maps, Veridion, Lens, Sec
**Example prompts (non-exhaustive):**
- Find companies in France matching the name Decathlon
- Find the top 10 engineers working at companies behind the latest patents related to LLMs
- List me the 30 latest authors of research papers on RAG


[Details](/verticals/company.mdx)