FreshGeo

FreshGeo provides structured data APIs for AI agents, focusing on deterministic, typed responses to reduce parsing overhead and hallucinations.

Reviewed by 7wData
Share Email

On this page

Profile

Provides structured data APIs for AI agents to query real-world information without parsing raw web pages.

FreshGeo provides structured data APIs for AI agents, focusing on deterministic, typed responses to reduce parsing overhead and hallucinations. Founded by an unnamed team, the company positions itself as an alternative to web search and scraping APIs by offering seven domain-specific tools (pricing, intent, jobs, social, real estate, competitor changes, and news) behind a single MCP server. FreshGeo emphasizes cacheability, with responses valid for 15 minutes, and claims 4.2 million agent tool-calls per day with p95 latency under 200ms.

The company targets production AI agent deployments, particularly those using Claude, GPT, or Gemini, where structured data integration is critical. FreshGeo is working toward SOC 2 Type II compliance and hosts data in the UK with DPA coverage. The product is priced per tool call rather than per token, aiming to reduce costs for high-volume agent interactions. The company's approach centers on reducing the need for agents to parse unstructured data, instead providing pre-normalized entities linked across domains.

Track FreshGeo and 240+ vendors.

335k+ subscribers read the daily AI & data note. One email, both newsletters. Unsubscribe anytime.

Who buys this

  • Enterprise teams deploying production AI agents
  • AI startups needing structured data integration
  • Developers building agentic workflows on Claude/GPT/Gemini
  • Companies replacing in-house scraping pipelines

Strengths and what to watch

Strengths

  • Deterministic, typed JSON responses reduce agent parsing overhead and hallucinations
  • Single MCP server consolidates seven data domains with entity linking
  • Per-agent key scoping and hard caps prevent runaway API costs

Watch for

  • SOC 2 Type II compliance still in progress as of latest materials
  • UK hosting may complicate data residency requirements for some global clients
  • Competition from larger players adding structured data to their agent platforms

Key Information

Founded
1998

Frequently Asked Questions

What is FreshGeo?

FreshGeo provides structured data APIs for AI agents, offering deterministic JSON responses across seven domains like pricing and news. It eliminates web page parsing, reducing hallucinations. The service handles 4.2M daily tool-calls with sub-200ms latency, targeting production AI deployments using Claude, GPT, or Gemini. (47 words)

How does FreshGeo reduce AI hallucinations?

FreshGeo provides pre-normalized, typed JSON responses instead of unstructured web data, removing parsing ambiguity. Its deterministic structure ensures consistent formatting across seven data domains. This approach minimizes the risk of AI agents misinterpreting raw information, a common cause of hallucinations in agentic workflows. (45 words)

What types of data does FreshGeo provide?

FreshGeo covers seven domains: pricing, intent signals, job postings, social data, real estate listings, competitor changes, and news. These structured APIs link entities across domains through a single MCP server, offering cacheable responses valid for 15 minutes per query. (44 words)

Who uses FreshGeo's APIs?

Enterprise AI teams, startups needing structured data, and developers building agent workflows on Claude/GPT/Gemini use FreshGeo. It's particularly valuable for companies replacing in-house scraping pipelines. The service offers per-agent key scoping and hard caps to prevent runaway API costs in production deployments. (46 words)

How does FreshGeo compare to web scraping?

Unlike scraping, FreshGeo delivers structured JSON responses without parsing raw HTML. It offers typed data with entity linking across domains, reducing development overhead. The API approach provides consistent formatting and cacheability, with p95 latency under 200ms versus variable scrape times. (44 words)

Is FreshGeo SOC 2 compliant?

FreshGeo is working toward SOC 2 Type II compliance but hasn't yet completed certification. Data is hosted in UK facilities with DPA coverage. Companies with strict data residency requirements should evaluate whether UK hosting meets their compliance needs before integration. (44 words)

Sources

  1. www.freshgeo.com — Product capabilities, positioning, and technical approach