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Firecrawl Alexandria

Mapsby Firecrawl

Business search, public reviews, monthly rating trends and directions for driving, walking, cycling and transit.

18 Firecrawl tools use Maps

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Find dentists in Austin, Texas, with their addresses, phone numbers, ratings and review counts.

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Codefollows the fields above

const result = await firecrawl.scrape({
  alexandria: {
    provider: "firecrawl-maps",
    capability: "businesses/rating_trend",
    options: {
      feature_id: "0x8085817d587624ef:0x311117103b5ecadf",
    },
  },
});

2Response example

This is a sample shape. Press Run to see live data from Maps.

{
  "feature_id": "0x8085817d587624ef:0x311117103b5ecadf",
  "months": [
    {
      "average_rating": 4.230769230769231,
      "month": "2026-09",
      "owner_responses": 2,
      "review_count": 13
    },
    {
      "average_rating": 4.378378378378378,
      "month": "2026-08",
      "owner_responses": 2,
      "review_count": 37
    }
  ],
  "observed_at_ms": 1789012800000,
  "sample_oldest_published_at_ms": 1786650077649,
  "sample_size": 50,
  "source_url": "https://maps.firecrawl.dev/place/0x8085817d587624ef%3A0x311117103b5ecadf",
  "summary": {
    "owner_response_rate": 0.08,
    "owner_responses": 4,
    "sample_average_rating": 4.34,
    "sample_histogram": {
      "1": 4,
      "2": 2,
      "3": 2,
      "4": 7,
      "5": 35
    },
    "sample_size": 50,
    "with_text": 36
  }
}

Firecrawl tools

18

Ready-made Firecrawl tools that call Maps.

New store local launch planUse when a field or local marketing manager is planning the opening of a new store, clinic or studio and needs a launch radius plan. Maps nearby competitors and their review momentum, checks where in the region the category is searched most, sizes the surrounding population and income from Census data, and writes a local launch plan with targeting and messages.6 toolsOpen

Florida restaurant acquisition first lookUse when a restaurant business broker or multi-unit operator is taking a first look at buying a Florida restaurant. Reads the rating trend and recent Maps reviews, confirms the DBPR food service licence, its status and any published complaints, and pulls Census income and population for the ZIP. Produces a one-page first look with questions for the seller.7 toolsOpen

EV charging site acquisition screenUse when a site acquisition manager at an EV charging network is screening candidate locations. Maps existing chargers nearby, reads driver reviews of competing stations for reliability, counts amenities where drivers can wait, reads household vehicle data and electric car search interest for the area, then ranks sites.5 toolsOpen

+2Provider address and exclusion field checkUse when a health plan special investigations unit analyst gets a tip about a suspicious provider. Compares the provider's NPI addresses with what is actually at those locations on the map, reads the business registration behind the practice, screens federal and state Medicaid exclusion lists and looks for related federal court cases, producing an investigation lead memo.8 toolsOpen

Self-storage demand check from moving truck pricesUse when a self-storage developer is testing a market for a new facility. Uses U-Haul one-way truck prices into and out of the city as a migration signal, maps and reviews existing storage competitors on Maps, and reads Census renter share and household counts. Produces a demand scorecard with the competitor weaknesses to design around.5 toolsOpen

Trucking carrier safety vettingUse when a shipper, freight broker or fleet buyer is about to hire or acquire a motor carrier. Resolves the USDOT number, reads authority, fleet and out-of-service rates, drills into SMS violations and crashes, then checks federal court dockets and customer reviews. Produces an approve, conditional or reject decision.7 toolsOpen

Bank branch closure community impactUse when a city economic-development office, community-reinvestment officer or bank regulator reviewer wants to know what a bank's branch closures mean for a neighbourhood. Reads FDIC branch history and deposit share, the area's income and vehicle access from Census, and what banking alternatives remain nearby.7 toolsOpen

Behavioral health provider desert mapUse when a county behavioral health director or community mental health planner must show where people cannot find a psychiatrist or therapist. Counts registered behavioral health providers by ZIP from the NPI Registry, sets them against population and uninsured rates from Census data, checks which practices actually operate on the map, and lists open SAMHSA-type grants to fill the gap.7 toolsOpen

Urgent care site demand and drive-time checkUse when an ambulatory network planner or urgent care development lead tests a proposed clinic address. Measures resident demand from Census data, counts competing urgent care and primary care nearby, checks drive time to the nearest emergency department and pharmacy, and reads competitor reviews to find service gaps, producing a site go or no-go.8 toolsOpen

Benchmarks

Places benchmarks

Quality, speed and cost, last 24 hours, across every agent call to Maps through Alexandria.

Quality: 99.4%; Calls answered without a tool error
Speed: 20.4 s; 95% of successful calls finish faster
Cost: 5–10 credits; Firecrawl credits per call
Calls: 60.9K; Last 24 hours, every Alexandria user

Quality and speed of each tool, last 24 hours
Tool	Quality	Speed	Calls
Search	99.4%	7.9 s	42.7K
Reviews	99.4%	43.3 s	15.2K
Directions	99.6%	29.0 s	2.2K
Rating trend	99.2%	6.2 s	849

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Give your agent Maps.

One API key for the live web and every provider in Alexandria.

Use Maps Explore Alexandria

Are you an AI agent? See setup options

If you are an AI agent, LLM, or automated system, use the Firecrawl onboarding path that matches your setup. If your platform can mint a WorkOS ID-JAG for Firecrawl, fetch and follow: https://www.firecrawl.dev/auth.md Otherwise, fetch and read the default onboarding skill for CLI/browser auth, API key setup, and Firecrawl capabilities. Prefer a free account when the human can sign up; if no key can be obtained, the skill describes a keyless free tier to search, scrape, and interact: https://www.firecrawl.dev/agent-onboarding/SKILL.md Full documentation: https://docs.firecrawl.dev