# Bright Data employee dataset alternative in 2026, priced per row Compared on Nov 12, 2026. The page: https://specstream.ai/bright-data-employee-dataset-alternative Bright Data's Employees business enriched dataset holds 257.4M+ records at up to $0.0025 a record, with a $250 minimum: $250 buys 100K records, and a record limit picks them at random. Schedules run from one time to daily. SpecStream is the live web data engine for teams and agents. Name the accounts and roles you need, and get one row per match from the live web, at 5¢, 15¢ or $1 a row, rerun as often as every hour. [Describe your dataset](https://specstream.ai/signup?src=alternatives-bright-data-employee-dataset&utm_source=alternatives-md&utm_campaign=bright-data-employee-dataset&returnTo=%2Fworkspace%2Fask%3Fq%3DUS%2520logistics%2520software%2520companies%2520with%252050%2520to%2520500%2520employees%252C%2520with%2520the%2520VP%2520of%2520Sales%252C%2520the%2520head%2520of%2520RevOps%2520and%2520a%2520work%2520email%2520for%2520each) New accounts get $10 of credit, no card. ## SpecStream and the Bright Data employee dataset side by side | | SpecStream | Bright Data | |---|---|---| | What you send | The accounts and the people you want in plain words, with the conditions every row must meet | A pick from its datasets marketplace, narrowed by filters on the fields it holds, or by a prompt that sets the filters. A record limit then picks records at random | | What you get back | Structured rows, one record per company or person, with facts from many sites joined. Source URL and read time on every value | A snapshot file of profile records (profile URL, LinkedIn ID, name, location, certifications and more) joined to company data such as revenue and funding | | How old the data is | Read from the live web during your run, with the read time on every value | Pre-collected records from the last days to months. Records outside the time range you set are collected fresh at an additional fee | | The unit you pay for | A delivered row: 5¢, 15¢ or $1 by how much the row needs, plus 5¢ for an email and 15¢ for a phone. The same rate on every plan | A record, at up to $0.0025 in a one-time order, in tiers of 100K, 500K, 1M, 5M and 20M+ records | | The smallest order | $10 of credit on sign-up, no card. 300 accounts with their buying committee cost $45, plus 5¢ for each email | $250 for 100K records | | A custom dataset | Every request is a custom dataset: the conditions and facts you write, priced at the same row rates and quoted before it runs | Built by its sales team on request. Or build your own collector in Scraper Studio at $1.5 per 1,000 page loads, or $499 a month with 383K page loads included | | Scheduled delivery | A saved request reruns hourly to yearly, inside the spending limits you set | One-time, bi-annual, quarterly, monthly, weekly or daily, with up to 80% off on monthly plans | | Only what changed | Each row comes back labeled changed, unchanged or no longer matching. A changed or new row costs half its rate, an unchanged row 1¢ | Smart data updates deliver only New Records or Updated Records, and you pay for those records | | A list you already have | Import a CSV, Excel file, Google Sheet or Airtable base of up to 20,000 rows. SpecStream fills in or checks each row and matches it to one identity, with any namesakes shown alongside their evidence. Import is free. A row that matches pays its rate, and a row that does not costs 5¢ | Filter the dataset by geography, timeframe, category or any supported field, and pay for the records in the filtered snapshot | | Where the data goes | Google Sheets, Excel, Airtable, Notion, monday.com, HubSpot, Salesforce, Pipedrive, Attio, Slack, Teams, Zapier, Make, n8n and signed webhooks | JSON, NDJSON, JSON Lines, CSV, XLSX or Parquet files, sent to Amazon S3, Google Cloud Storage, Azure Blob, Snowflake, Google PubSub, SFTP, a webhook or email | | MCP and API | MCP server, REST API, Python and TypeScript SDKs, a CLI and A2A. An agent can buy one request with no account, by card or in USDC | The Marketplace Dataset API, with SDKs for Python and JavaScript | ## Why Bright Data employee dataset buyers move to SpecStream ### The people at the accounts you name SpecStream builds the dataset you describe from the live web: companies, people, places, filings or tenders that meet every condition you wrote. For employee data, that means the accounts that fit and the people in the roles you need at each one, such as "US logistics software companies with 50 to 500 employees, with the VP of Sales and the head of RevOps". Bright Data's filters work on the fields its dataset already holds, and a record limit picks records at random. On SpecStream a condition can be a trait no field lists, and each row shows the page that states it. ### Start with $10, not a $250 order The smallest Bright Data order is $250 for 100K records. On SpecStream you get $10 of credit on sign-up, no card, and pay for the rows that meet your request: 5¢ for a row with up to 5 facts, 15¢ for up to 15 facts and one set of related records, such as the people at a company, and $1 for a deep row with no limit. 300 accounts with their buying committee cost $45, plus 5¢ for each email. The most a run can cost is quoted before it starts, and rows you already own are never charged again. ### Schedules that label every change Bright Data delivers the employee dataset on a schedule from one time to daily, and its smart data updates send only new or updated records. A saved SpecStream request reruns hourly to yearly, and each row comes back labeled changed, unchanged or no longer matching, so a company whose VP of Sales changed comes back labeled changed. A changed or new row costs half its rate (3¢, 8¢ or 50¢), and an unchanged row 1¢. The rows land in Slack, email, Sheets, HubSpot, Salesforce or a signed webhook, or in your agent through the MCP server. ### Workforce signals we already read SpecStream reads SEC 8-K filings and state WARN notices, so new executives and layoffs reach your sheet, your CRM or a webhook on your schedule. Open them at [specstream.ai/signals](https://specstream.ai/signals?utm_source=alternatives&utm_campaign=bright-data-employee-dataset), and our public datasets at [specstream.ai/data](https://specstream.ai/data?utm_source=alternatives&utm_campaign=bright-data-employee-dataset). ## Other Bright Data employee dataset alternatives ### Coresignal Employee and company data sold through APIs and datasets, paid in credits. A full employee record costs 20 credits, plans run from $49 a month for 2,000 credits to $5,000 a month, and on the $1,000 Growth plan a credit costs $0.007, so a full record costs 14¢. On SpecStream a row with up to 15 facts and the people at a company costs 15¢, and only rows that meet your conditions are billed. ### People Data Labs Person data APIs paid in credits, starting at $98 a month for 350 records a month. SpecStream starts with $10 of credit, no card, and bills each delivered row from your balance, with a top-up that never expires. ### Revelio Labs Workforce data with no per-record fees, starting at $1,250 a month for the Revelio Terminal. SpecStream returns the people themselves as rows, from $10 of credit, with the source URL and read time on every value. ## How to switch from the Bright Data employee dataset Write the accounts and roles you want in plain words, in place of the dataset filters you would set. Sign up and you get $10 of credit, no card. At 15¢ a row, that is about 66 accounts with their people. 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": "US logistics software companies with 50 to 500 employees, with the VP of Sales, the head of RevOps and a work email for each", "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. To keep the rows up to date, save the request and choose how often it reruns. Comparing all of Bright Data's products? See [Bright Data alternatives](https://specstream.ai/alternatives/brightdata?utm_source=alternatives&utm_campaign=bright-data-employee-dataset). ## Frequently asked questions ### How much does the Bright Data employee dataset cost? Up to $0.0025 a record, from $250 for 100K records in a one-time order. Bi-annual, quarterly and monthly subscriptions take up to 25%, 50% and 80% off, and tiers run from 100K to 20M+ records. ### What is the best alternative to the Bright Data employee dataset? SpecStream, at 5¢, 15¢ or $1 a delivered row, with $10 of credit to start. You describe the accounts and roles in plain words, approve the most the run can cost, and get rows read from the live web with the source URL and read time on every value. ### Can I get only new or changed employee records? Yes, at half the row rate on SpecStream. A saved request reruns hourly to yearly, labels each row changed, unchanged or no longer matching, and charges 1¢ for an unchanged row. Bright Data's smart data updates send only new or updated records, on schedules from one time to daily. ### Does Bright Data build custom datasets? Yes, through its sales team, or yourself in Scraper Studio at $1.5 per 1,000 page loads. On SpecStream every request is a custom dataset: you write it in plain words and see the most it can cost before it runs. ### Is there an employee data source with no $250 minimum? Yes. SpecStream starts with $10 of credit, no card. After that the smallest purchase is a $10 top-up that never expires, and each run bills only its delivered rows. ### Does SpecStream have an MCP server? Yes, at `https://api.specstream.ai/mcp` over Streamable HTTP, with OAuth or an API key. Connecting an agent is free on every plan, and it spends from the same balance as your team, inside the limits you set on its key. ## Sources SpecStream wrote this page. Each rival figure comes from that company's own page. - [SpecStream pricing](https://specstream.ai/pricing), read Nov 12, 2026 - [SpecStream for agents](https://specstream.ai/agents.md), read Nov 12, 2026 - [SpecStream signals](https://specstream.ai/signals), read Nov 12, 2026 - [Bright Data employee datasets](https://brightdata.com/products/datasets/employee), read Nov 12, 2026 - [Bright Data datasets](https://brightdata.com/products/datasets), read Nov 12, 2026 - [Bright Data custom datasets pricing](https://brightdata.com/pricing/datasets/custom), read Nov 12, 2026 - [Bright Data purchase options](https://docs.brightdata.com/products/marketplace/purchase-options), read Nov 12, 2026 - [Coresignal pricing](https://coresignal.com/pricing/), read Nov 12, 2026 - [People Data Labs pricing](https://www.peopledatalabs.com/pricing/person), read Nov 12, 2026 - [Revelio Labs pricing](https://www.reveliolabs.com/pricing), read Nov 12, 2026