Bright Data
for LuumenAI
Collect web data at scale, with each billable job previewed before it runs
Connect Bright Data and your agent can check zone bandwidth, costs, and account balance, browse the dataset marketplace, and pull results from finished snapshots and searches. Jobs that spend money — crawls, filtered snapshots, SERP searches, Deep Lookup requests — are held for your approval first, with the scope stated up front.
The Bright Data toolbox
22 tools: 15 read, 7 write. Reads answer instantly. Writes require approval by default. Everything is logged.
- ReadList Marketplace DatasetsList pre-built datasets in Bright Data's marketplace for structured scraping.
- ReadGet Customer BalanceGet current and pending Bright Data account balances.
- ReadGet Deep Lookup ResultsRetrieve enriched records plus available progress, cost, and provider metadata for a completed Deep Lookup request.
- ReadGet Deep Lookup StatusCheck a Deep Lookup request's status, progress, cost, and provider metadata.
- ReadList Available CitiesList static-network cities available for a country and proxy pool type.
- ReadList Available CountriesList country codes available for each static proxy zone type.
- ReadGet SERP ResultsRetrieve JSON or raw results for an asynchronous BRIGHTDATA_SERP_SEARCH request.
- ReadDownload Snapshot ResultsDownload a completed dataset snapshot.
- ReadCheck Snapshot StatusCheck whether a dataset snapshot is running, ready, or failed before downloading it.
- ReadGet Web Archive SearchGet a Web Archive search's status and its matching-file, dump-size-in-bytes, and dump-cost-in-USD estimates.
- ReadGet Zone BandwidthGet uploaded, downloaded, and total byte usage for one zone and date range.
- ReadGet Zone CostGet invoice-aligned billed cost and bandwidth for one zone and date range.
- ReadList Scraper Studio ScrapersList account-owned Scraper Studio scrapers and discover collector IDs.
- ReadList Unlocker ZonesList configured Web Unlocker zones and their types for protected-URL scraping.
- ReadScrape Protected URLScrape a public URL through Web Unlocker when ordinary requests are blocked or require JavaScript rendering.
- WriteStart Site CrawlStart an asynchronous dataset or site crawl. Approval by default
- WriteCreate Safe ZoneCreate a durable SERP API or Scraping Browser zone using a fixed safe plan. Approval by default
- WriteFilter DatasetCreate a billable filtered marketplace-dataset snapshot. Approval by default
- WriteScrape Data SynchronouslyScrape up to 20 input objects synchronously. Approval by default
- WriteSearch Web ArchiveSearch Bright Data's Web Archive and estimate matching files, dump size in bytes, and dump cost in USD. Approval by default
- WriteSearch SERPSubmit an asynchronous SERP search and return its response_id. Approval by default
- WriteStart Deep LookupStart an asynchronous Deep Lookup research request and return its request_id. Approval by default
One prompt, start to finish
What a governed Bright Data run looks like inside Luumen.
Questions
Authorize once with API token. Luumen lists the scopes each action needs before you approve the connection, and credentials never appear in the chat.
Read actions answer immediately. Anything that writes — start site crawl, create safe zone, filter dataset, scrape data synchronously, and more — is shown as a plan and requires approval by default. Administrators configure that per tool, so you decide exactly which actions can ever run unattended.
You decide. Actions are granted per agent, skill, and team, and per environment — production is not staging. Read access can be broad while writes stay narrow.
Every call to Bright Data — read or write, approved or declined — is recorded with the actor, the input, and the result, and can be linked to the ticket or change record.
Often connected alongside
All integrations
PostgreSQLQuery PostgreSQL state safely; maintenance held for approval.
MySQLQuery MySQL state safely; maintenance held for approval.
Microsoft SQL ServerQuery Microsoft SQL Server state safely; maintenance held for approval.Oracle DatabaseQuery Oracle Database state safely; maintenance held for approval.Put Bright Data to work with Luumen
Connect in minutes. Every action scoped, approved, and audited from day one.