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Airbnb markets, comps, and rate comparison

These are the higher-value Airbnb workflows: comparable listing search, visible nightly rate distributions, market snapshots, and listing price audits. The tables below are rendered from production-shaped API calls, not placeholder prose.

Visible rate distribution

Price distribution

Listings	20
Priced listings	20
Min nightly	$202
Median nightly	$403.5
Average nightly	$503.88
Max nightly	$1,195.5

Rating and room mix

Median rating	4.91
Average rating	4.81
Room types	Apartment in South Beach (7), Condo in South Beach (7), Hotel in South Beach (3), Boutique hotel in South Beach (2), Room in South Beach (1)

Listing	Nightly	Total	Rating	Distance	Coordinates	Source
Room in South Beach 1661793961436475493	$258/night	$516	-	-	25.78, -80.13	Airbnb
Apartment in South Beach 1374834827723963499	$1,195.50/night	$2,391	4.95 (65 reviews)	-	25.8, -80.13	Airbnb
Apartment in South Beach 1636841137518115526	$296/night	$592	5 (28 reviews)	-	25.78, -80.14	Airbnb
Apartment in South Beach 1603741431008027313	$450/night	$900	4.95 (191 reviews)	-	25.77, -80.14	Airbnb
Condo in South Beach 27286414	$389.50/night	$779	4.97 (248 reviews)	-	25.79, -80.14	Airbnb
Apartment in South Beach 1691556385362611363	$417.50/night	$835	4.88 (16 reviews)	-	25.78, -80.14	Airbnb
Boutique hotel in South Beach 23939322	$202/night	$404	4.24 (2,602 reviews)	-	25.79, -80.13	Airbnb
Condo in South Beach 1451554243046743167	$627/night	$1,254	5 (11 reviews)	-	25.8, -80.13	Airbnb
Boutique hotel in South Beach 26361628	$219.50/night	$439	4.32 (225 reviews)	-	25.79, -80.13	Airbnb
Apartment in South Beach 945099176175615250	$572/night	$1,144	4.92 (949 reviews)	-	25.77, -80.13	Airbnb
Condo in South Beach 1055014039241972130	$1,170/night	$2,340	4.97 (77 reviews)	-	25.77, -80.13	Airbnb
Hotel in South Beach 864046281151277736	$204.50/night	$409	4.5 (286 reviews)	-	25.78, -80.13	Airbnb

Comparable listings within 2 miles

Center: 25.7726, -80.1316. Rows include distance, nightly price, source URL, and listing page links.

Price distribution

Listings	10
Priced listings	10
Min nightly	$202
Median nightly	$403.5
Average nightly	$462.7
Max nightly	$1,195.5

Rating and room mix

Median rating	4.95
Average rating	4.8
Room types	Apartment in South Beach (5), Boutique hotel in South Beach (2), Condo in South Beach (2), Room in South Beach (1)

Listing	Nightly	Total	Rating	Distance	Coordinates	Source
Apartment in South Beach 945099176175615250	$572/night	$1,144	4.92 (949 reviews)	0.13 mi	25.77, -80.13	Airbnb
Apartment in South Beach 1603741431008027313	$450/night	$900	4.95 (191 reviews)	0.25 mi	25.77, -80.14	Airbnb
Apartment in South Beach 1691556385362611363	$417.50/night	$835	4.88 (16 reviews)	0.37 mi	25.78, -80.14	Airbnb
Room in South Beach 1661793961436475493	$258/night	$516	-	0.52 mi	25.78, -80.13	Airbnb
Apartment in South Beach 1636841137518115526	$296/night	$592	5 (28 reviews)	0.63 mi	25.78, -80.14	Airbnb
Boutique hotel in South Beach 26361628	$219.50/night	$439	4.32 (225 reviews)	0.94 mi	25.79, -80.13	Airbnb
Boutique hotel in South Beach 23939322	$202/night	$404	4.24 (2,602 reviews)	0.99 mi	25.79, -80.13	Airbnb
Condo in South Beach 27286414	$389.50/night	$779	4.97 (248 reviews)	1.46 mi	25.79, -80.14	Airbnb
Condo in South Beach 1451554243046743167	$627/night	$1,254	5 (11 reviews)	1.59 mi	25.8, -80.13	Airbnb
Apartment in South Beach 1374834827723963499	$1,195.50/night	$2,391	4.95 (65 reviews)	1.73 mi	25.8, -80.13	Airbnb

Market snapshot method

Price distribution

Listings	20
Priced listings	20
Min nightly	$202
Median nightly	$384.5
Average nightly	$437.68
Max nightly	$1,195.5

Rating and room mix

Median rating	4.91
Average rating	4.85
Room types	Apartment in South Beach (10), Condo in South Beach (3), Apartment in Ocean Front (2), Boutique hotel in South Beach (2), Condo in Ocean Front (2), Hotel in South Beach (1)

Method	search_result_snapshot_v1
Notes	Statistics are computed from the normalized first page of a bounded Airbnb StaysSearch response. This is not a full-market census.

Pricing audit

Target listing	Walk to Time Square! Cozy Studio
Target source	Airbnb listing
Audit position	not_visible_in_search_sample
Market median nightly	481
Procedure	listing_detail_plus_search_comps_v1

Listing	Nightly	Total	Rating	Distance	Coordinates	Source
Room in Brooklyn 21027809	$377.50/night	$755	4.97 (390 reviews)	-	40.66, -73.95	Airbnb
Room in New York 1705306801492026241	$506/night	$1,012	5 (3 reviews)	-	40.76, -73.98	Airbnb
Hotel in New York 1453066826493838112	$304/night	$608	4.67 (390 reviews)	-	40.76, -73.94	Airbnb
Room in New York 1706077168736357712	$506/night	$1,012	5 (6 reviews)	-	40.76, -73.98	Airbnb
Room in New York 37879131	$498/night	$996	4.95 (281 reviews)	-	40.81, -73.95	Airbnb
Hotel in New York 1384733959726184048	$461.50/night	$923	4.9 (347 reviews)	-	40.74, -74	Airbnb
Hotel in New York 1010503905929192028	$481/night	$962	4.62 (1,410 reviews)	-	40.76, -73.99	Airbnb
Apartment in New York 1700214503482327282	$562.50/night	$1,125	4.92 (39 reviews)	-	40.75, -73.99	Airbnb

Workflow unit prices

Route	Method	Units	Use case	Policy
comps_find `/v1/comps/find`	POST	20	Find comparable listings Search a market and return normalized comparable listings with optional distance and price fields.	1 origin call max 900s TTL
rates_compare `/v1/rates/compare`	POST	30	Compare listing rates Search up to 30 rooms and return price distribution statistics plus normalized listing rows.	1 origin call max 900s TTL
market_snapshot `/v1/markets/snapshot`	POST	75	Summarize a market search Return market-level price, rating, and listing-type statistics using a documented search-result snapshot procedure.	1 origin call max 1,800s TTL 60s cooldown
pricing_audit `/v1/pricing/audit`	POST	40	Audit a listing price against comps Fetch one listing detail and one bounded comps search, then compare the listing against market price statistics.	2 origin call max 1,800s TTL

Get this page with API

Rendered from the bluedoor Airbnb API. Reproduce it:

POST https://api.bluedoor.sh/airbnb/v1/comps/find {"query":"South Beach, Miami","checkin":"2026-07-12","checkout":"2026-07-14","adults":2,"limit":10,"latitude":25.7726,"longitude":-80.1316,"radius_miles":2}

POST https://api.bluedoor.sh/airbnb/v1/rates/compare {"query":"South Beach, Miami","checkin":"2026-07-12","checkout":"2026-07-14","adults":2,"limit":20}

POST https://api.bluedoor.sh/airbnb/v1/markets/snapshot {"query":"South Beach, Miami","checkin":"2026-07-12","checkout":"2026-07-14","adults":2,"limit":20}

POST https://api.bluedoor.sh/airbnb/v1/pricing/audit {"listing_id":"47048969","query":"New York, NY","checkin":"2026-07-12","checkout":"2026-07-14","adults":2,"limit":11}

GET https://api.bluedoor.sh/airbnb/v1/endpointsJSON

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