Airbnb dataset in 2026
The listings and hosts you describe, per row.
Bright Data sells Airbnb Properties Information at up to $0.0025 a record: 7M+ listings with 52 fields, from a $250 order for 100K records. Its custom dataset tool filters that file, and smart updates deliver only new or updated records.
SpecStream is the live web data engine for teams and agents. Describe the listings or the hosts you need, and every match reaches your sheet as a row, joined with the host's own site and the contact it published.
A row with up to 5 facts costs 5¢: 1,000 rows cost $50. New accounts get $10 of credit, no card, and you see the most a run can cost before it starts.
New accounts get $10 of credit, no card.
SpecStream and Airbnb datasets side by side
| SpecStream | Bright Data Airbnb | Apify Airbnb Scraper | AirROI | |
|---|---|---|---|---|
| What you send | The listings or hosts you want in plain words: the city, the property type, every condition a row must meet and the facts to bring back | A pick from its Airbnb datasets, narrowed with filters or one prompt in plain English | A city or search, with filters such as minimum nightly price and bedrooms | A market from its data portal, or calls to its API |
| A custom dataset | Any set of listings or hosts you can describe, including conditions no filter menu holds, such as a manager that also runs its own booking site. The most the run can cost is quoted before it starts | The custom dataset tool filters the file by geography, timeframe, category or any supported field, with up to 3 levels of nested logic, and shows an estimated record count before purchase. You pay for the records in your filtered snapshot | Full city coverage past the search cap | Custom datasets priced by data volume, geographic coverage and complexity |
| What each row carries | The fields you name, such as listing, nightly price, rating, host and the host's website, joined from many pages into one record. Source URL and read time on every value | 52 data fields: name, price, image, description, category, availability, discount, reviews and more | Nightly price, rating, review count, room type, coordinates, photos and badges | Property attributes, ratings across categories and trailing twelve months performance |
| Price per 1,000 records | $50 for 1,000 rows with up to 5 facts, $150 with up to 15, $1 a row for a deep row. A business email adds 5¢, a phone 15¢ | Up to $0.0025 a record, $2.50 per 1,000. $250 buys 100K records one time | $0.40 per 1,000 listings on every plan | API calls from $0.01 each, $10 per 1,000 |
| Smallest purchase | $10 of credit on sign-up, no card. A top-up from $10 never expires | $250 minimum order, with a free data sample | $5 of free credit every month | Pay as you go, with no monthly commitment |
| How fresh | Read on the live web when you ask, with the read time on each value | Pre-collected, within the last days to months, or freshly collected at order | Read when you run the scraper | Bulk downloads refreshed monthly, API data updated frequently |
| Scheduled delivery and new records | A saved request reruns hourly to yearly. Each row comes back labeled changed, unchanged or no longer matching. A changed or new row costs half its rate, an unchanged row 1¢ | Custom schedules: one time, bi-annual, quarterly, monthly, weekly or daily, with 25% off bi-annual, 50% off quarterly and 80% off monthly. Smart updates deliver only New Records or Updated Records | Incremental mode: later runs emit only new, updated or reappeared listings | Monthly refresh of each bulk market file |
| Where the data goes | Google Sheets, Excel, Airtable, Notion, HubSpot, Salesforce, Slack, Teams, Zapier, Make, n8n, signed webhooks, the API and the MCP server | JSON, NDJSON, JSON Lines, CSV, XLSX or Parquet, to Amazon S3, Google Cloud Storage, Azure Blob, Snowflake, Google PubSub, SFTP, a webhook or email | JSON, CSV or Excel from the Dataset tab in Apify Console | CSV, JSON or Parquet files, or the API |
| The cost cap before a run | The most the run can cost, quoted before it starts. Nothing runs until you approve it, and a run that finds nothing costs nothing | The snapshot price, with the estimated record count, before checkout | Billed for the events each run triggers | Billed per API call |
Why teams take SpecStream over an Airbnb file
The listings, or the hosts behind them
Bright Data's custom dataset tool filters the Airbnb file it already collected, by the fields it holds. On SpecStream you write the rows you need, including conditions no field holds: "short term rental managers in Lisbon with 10 or more Airbnb listings, with their website and a published business email". SpecStream reads the request back as parts you can edit, the conditions every row must meet and the facts to bring back, then returns one row per match.
One record per host, with the contact they published
A listing record stops at the listing. On SpecStream facts from the listing, the host's own site and its other pages join into one record, so a row can carry the manager's website and the business email it published, each with the page it was read on and the time. An email costs 5¢ on top of the row and a phone 15¢, and only when the row carries it.
Scheduled delivery, with every change labeled
Bright Data delivers the Airbnb dataset one time, bi-annually, quarterly, monthly, weekly or daily, up to 80% off on monthly plans, and its smart updates send only New Records or Updated Records. A saved SpecStream request reruns hourly to yearly and labels each row changed, unchanged or no longer matching, so a listing that leaves your price range comes back marked. A changed or new row costs half its rate (3¢, 8¢ or 50¢) and an unchanged row 1¢. New matches land in Slack, email, Sheets, HubSpot, Salesforce or a signed webhook.
Start with $10, not a $250 order
Bright Data's smallest Airbnb order is the 100K record tier at $250. SpecStream starts with $10 of credit on sign-up, no card: 200 rows at 5¢. Duplicates, rows you already own and rows a page contradicts are not charged, and what a run does not use goes back to your balance.
From your agent, too
Connect the MCP server at https://api.specstream.ai/mcp and your agent asks for listings or hosts in the same words, sees the price, and gets the rows with their sources once you approve. The same balance pays for the Search API at $5 per 1,000 searches and the Extract API at $0.80 per 1,000 pages.
Other Airbnb data options
Apify Airbnb Scraper
An Apify Actor that reads Airbnb stays by city or search at $0.40 per 1,000 listings on every plan, with an incremental mode that emits only new, updated or reappeared listings on later runs. It returns listing records. SpecStream joins the host's own site and contact into the row.
AirROI
Short term rental data for 20M+ properties: monthly bulk files by market in CSV, JSON or Parquet, and an API from $0.01 a call with no monthly commitment. It answers market questions. SpecStream returns the listings and hosts that meet your conditions, as rows in your own tools.
Bright Data Airbnb Reviews
The same page sells an Airbnb Reviews dataset with guest reviews, category ratings, host ratings and Superhost status. On SpecStream the facts you ask for, the rating and review count included, come in the same row as the listing and its host. SpecStream vs Bright Data compares the rest of the marketplace.
How SpecStream scores
The same numbers as the benchmarks page, from the official tasks and scorers.
| SpecStream |  Parallel |  Exa |  Tavily |  Perplexity | |
|---|---|---|---|---|---|
| Web researchWideSearch, GPT-5.6 Luna | 60.9 | 45.5 | 53.0 | 47.9 | 47.0 |
| Factual accuracySimpleQA Verified, GPT-5.6 Luna | 96 | 94 | 91 | 94 | 94 |
| Factual accuracySimpleQA Verified, GPT-5.6 Sol | 99 | 97 | 91 | 92 | 95 |
How to get your Airbnb data from SpecStream
Write the listings or hosts you want in plain words, in place of the dataset you would order. Sign up and you get $10 of credit, no card. At 5¢ a row, that is up to 200 rows.
Or send the request from code. This call spends nothing: the 402 reply shows how SpecStream read the request, the columns and the most it can cost.
curl -i https://api.specstream.ai/v1/agent/lists \
-H "Content-Type: application/json" \
-d '{"request": "Short term rental managers in Lisbon with 10 or more Airbnb listings, with their website and a published business email", "count": 25}'Approve that maximum by card through Stripe's Link agent wallet, or in USDC, and you pay for the rows found. On an account, your agent uses the MCP server at https://api.specstream.ai/mcp and your team uses the workspace, from the same balance.
Frequently asked questions
Something we didn't answer? Talk to a human
How much does an Airbnb dataset cost?
Can I build a custom Airbnb dataset?
How often is an Airbnb dataset updated?
Can I get only new Airbnb listings?
Is there a free Airbnb dataset?
Does SpecStream have an API and an MCP server?
https://api.specstream.ai/mcp, and the same request runs through the REST API, the Python and TypeScript SDKs and the workspace, from one balance.Sources
SpecStream wrote this page. Each rival figure comes from that company's own page.
- SpecStream pricingspecstream.ai/pricing, read Nov 12, 2026
- SpecStream for agentsspecstream.ai/agents.md, read Nov 12, 2026
- Bright Data Airbnb datasetbrightdata.com/products/datasets/airbnb, read Nov 12, 2026
- Apify Airbnb Scraperapify.com/blackfalcondata/airbnb-scraper, read Nov 12, 2026
- AirROI data portalairroi.com/data-portal, read Nov 12, 2026