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Glassdoor company data in 2026

Prices compared, rows from 5¢.

Bright Data sells a Glassdoor companies overview dataset of 2.1M records at up to $0.0025 a record, with a $250 minimum order. Its Glassdoor Scraper API returns one record per company URL at $1.50 per 1,000. Custom datasets have no published price.

SpecStream is the live web data engine for teams and agents. Name the companies and the facts you need, and Deep Search returns every match at 5¢, 15¢ or $1 a row, with no minimum order. Source URL and read time on every value.

Describe your companies

New accounts get $10 of credit, no card.

Glassdoor company data side by side

SpecStreamBright Data Glassdoor datasetBright Data Glassdoor Scraper API
What you sendThe companies you need in plain words, with the conditions each must meet and the facts to bring backA pick from its datasets marketplace: the Glassdoor companies overview dataset, or a subset with only the data points you needGlassdoor company URLs, up to 5,000 in one API call
What a record holdsThe facts your request names, joined from many sites into one record per company. Source URL and read time on every valueID, company, overall rating, size, founding year, type, country code, company type and moreThe same companies overview fields, one record per URL you send
Price5¢ a row with up to 5 facts, 15¢ with up to 15 facts and one set of related records, $1 for a deep row. Email +5¢, phone +15¢Up to $0.0025 a record. The 100K record tier is $250 one time$1.50 per 1,000 records pay as you go. Scale: $499 a month with 384,000 records included, then $1.30 per 1,000
Smallest purchase$10 of credit on sign-up with no card, then top-ups from $10 that never expireA $250 minimum order5,000 free records a month, then pay as you go
A custom datasetAny dataset you describe, with the most it can cost quoted before it runsCustom datasets from its automatic dataset creation platform. No price published: complex or high volume orders go to its sales teamIts pre-built Glassdoor scrapers, each with its own fixed output fields
Refresh and scheduleA saved request reruns hourly to yearly. Each row comes back labeled changed, unchanged or no longer matchingUpdates daily, weekly, monthly or on a custom schedule, delivered to your storage. You can take only New Records or Updated RecordsRecurring jobs on a schedule, delivered to your storage or webhook
What a refresh costsHalf the row rate for a changed or new row (3¢, 8¢ or 50¢), and 1¢ for an unchanged rowRefresh tiers save 25% biannual, 50% quarterly and 80% monthly against a one time orderEach record delivered again, at the same rate per 1,000
The cost cap before a runThe most the run can cost, quoted before it starts. Nothing runs until you approve itThe order price, from $250Monthly spend limits you set
Where the data goesGoogle Sheets, Excel, Airtable, Notion, HubSpot, Salesforce, Pipedrive, Attio, Slack, Teams, Zapier, Make, n8n, signed webhooks, the API and the MCP serverSnowflake, webhook, Google Cloud, email, PubSub, Amazon S3, SFTP or Azure, as JSON, NDJSON, JSON Lines, CSV or ParquetAPI, webhook or cloud storage

Why Glassdoor data buyers choose SpecStream

Rows for the companies you need

A marketplace dataset is the file its seller collected from one site. On SpecStream you write the companies you need and the facts each row must carry, such as "US software companies with 200 to 1,000 employees, with the website, headquarters, founding year and company type". Deep Search finds every match on the live web, joins facts from many sites into one record per company, and shows the page and the time each value was read.

No $250 minimum

Bright Data's smallest dataset order is $250. A company row with up to 15 facts costs 15¢ on SpecStream, so 500 companies with 8 facts each cost $75, and a run that finds 300 costs $45. You start with $10 of credit on sign-up, no card, and a top-up starts at $10 and never expires. Rows you already own are never charged again.

A custom dataset, priced before it runs

Bright Data builds custom datasets on its automatic dataset creation platform and publishes no price for them. On SpecStream every request is a custom dataset: you see how it was read, as conditions and facts you can edit, and the most it can cost, before anything runs. Duplicates, rows a page contradicts and a run that finds nothing are not charged.

Scheduled refresh, with every change labeled

Bright Data delivers dataset updates on a schedule and lets you take only New Records or Updated Records. A saved SpecStream request reruns hourly to yearly, and each row comes back labeled changed, unchanged or no longer matching. A changed or new row costs half its rate (3¢, 8¢ or 50¢), and an unchanged row costs 1¢. New matches land in Slack, email, a sheet, your CRM or a signed webhook.

Company data we already hold

SpecStream also holds datasets of its own, read every morning: every company that filed a Form D since 2023 with its filing history, nearly 2 million US nonprofits, open federal contracts and grants, and local businesses, at specstream.ai/data. Signals such as funding rounds, new executives and layoffs are at specstream.ai/signals.

Other places to buy Glassdoor company data

Apify Glassdoor Company Overview Scraper

A community Actor on the Apify Store that takes company URLs or employer ID numbers and returns one record per company, priced from $2.00 per 1,000 results. Its Store page marks it under maintenance today. SpecStream returns the companies that meet your conditions, with no list of URLs to bring.

Coresignal

A data vendor that sells a Glassdoor companies dataset. AIMultiple reports that it starts at roughly $1,000 on a custom contract, and that the self-serve API starts at $49 a month. On SpecStream you start with $10 of credit, no card, and every row has its price on the pricing page.

Oxylabs

A proxy and scraping company that also sells datasets. AIMultiple reports a standard dataset from $1,000 a month, with custom datasets on request. SpecStream bills per delivered row, with no monthly minimum, and reruns a saved request as often as every hour.

How SpecStream scores

The same numbers as the benchmarks page, from the official tasks and scorers.

SpecStreamParallelExaTavilyPerplexity
Web researchWideSearch, GPT-5.6 Luna60.945.553.047.947.0
Factual accuracySimpleQA Verified, GPT-5.6 Luna9694919494
Factual accuracySimpleQA Verified, GPT-5.6 Sol9997919295

How to get Glassdoor style company data on SpecStream

Write the companies you want in plain words, with the facts each row must carry, in place of the dataset you would order. Sign up and you get $10 of credit, no card. At 15¢ a row, that is up to 66 companies with 15 facts each.

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 software companies with 200 to 1,000 employees, with the website, headquarters, founding year, company type and industry", "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. The full comparison with every Bright Data product is on Bright Data alternatives.

Describe your companies

Frequently asked questions

Something we didn't answer? Talk to a human

How much does Glassdoor company data cost?
Bright Data's Glassdoor dataset costs up to $0.0025 a record with a $250 minimum order, and its Glassdoor Scraper API costs $1.50 per 1,000 records pay as you go, read Nov 12, 2026. An Apify Actor starts at $2.00 per 1,000 results. SpecStream returns company rows at 5¢, 15¢ or $1 a row, with no minimum order.
What is in a Glassdoor companies overview record?
Bright Data lists ID, company, overall rating, size, founding year, type, country code and company type, among other fields, across 2.1M records. On SpecStream a row carries the facts your request names, with the source URL and read time on every value.
Is there a Glassdoor company dataset without a $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.
Can I get only new or updated companies?
Yes. Bright Data sells updates as New Records or Updated Records. A saved SpecStream request reruns hourly to yearly and labels each row changed, unchanged or no longer matching: a changed or new row costs half its rate, an unchanged row 1¢.
How much does a custom company dataset cost?
On SpecStream, 5¢ a row with up to 5 facts, 15¢ with up to 15 facts and one set of related records, and $1 for a deep row, quoted as a maximum before it runs. Bright Data publishes no price for custom datasets and sends complex or high volume requests to its sales team.
Does SpecStream have an API and an MCP server?
Yes. The MCP server is at https://api.specstream.ai/mcp over Streamable HTTP, with OAuth or an API key, and the REST API takes the same request. Connecting an agent is free on every plan, and it spends from the same balance as your team.

Sources

SpecStream wrote this page. Each rival figure comes from that company's own page, or from the named third party where the company publishes no price.

  1. SpecStream pricingspecstream.ai/pricing, read Nov 12, 2026
  2. SpecStream for agentsspecstream.ai/agents.md, read Nov 12, 2026
  3. SpecStream dataspecstream.ai/data, read Nov 12, 2026
  4. Bright Data datasetsbrightdata.com/products/datasets, read Nov 12, 2026
  5. Bright Data Glassdoor datasetsbrightdata.com/products/datasets/glassdoor, read Nov 12, 2026
  6. Bright Data datasets pricingbrightdata.com/pricing/datasets.md, read Nov 12, 2026
  7. Bright Data Glassdoor Scraper APIbrightdata.com/products/web-scraper/glassdoor, read Nov 12, 2026
  8. Bright Data Glassdoor Scraper API pricingbrightdata.com/products/web-scraper/glassdoor.md, read Nov 12, 2026
  9. Apify Glassdoor Company Overview Scraperapify.com/xtracto/glassdoor-company, read Nov 12, 2026
  10. AIMultiple, Glassdoor datasetsaimultiple.com/glassdoor-datasets, read Nov 12, 2026