Bright Data Review 2026: Price per 1,000 Ads, EU Reach & MCP
Enterprise scraper APIs for the Meta Ad Library, with 5,000 free records per month.
By: Oleg Glanz|Updated:
Bright Data is the best choice for enterprise-scale Ad Library collection. It offers dedicated Meta Ad Library scrapers (by URL or keyword discovery) priced per record from $1 per 1,000 ads, with 5,000 free records every month and delivery straight to S3, Google Cloud or Azure.
EU reach is not among its documented Ad Library fields, so if reach is the point of your research, check a sample first. Its MCP server gives AI agents general web access, but a solo marketer will find ScrapeCreators or Apify quicker to start with.
Quick facts
| Best for | Large-volume collection with enterprise compliance |
|---|---|
| 1,000 ads with EU reach | No EU reach |
| EU reach | Not in documented fields |
| MCP server | Bright Data MCP server (general web data tools) |
| Entry plan | From $1 per 1,000 records (promotions as low as $0.75) |
| Pricing model | Pay per record, volume discounts |
| Free tier | 5,000 free records per month, no card |
| Search by | Ad Library URL, keyword discovery |
| Data returned | Library ID, status, start/end dates, total active time, ad category, creatives and copy |
| Other ad libraries | Meta Ad Library plus 1,200+ other scraper APIs and datasets |
| Integrations | REST API, webhooks, delivery to S3, GCS or Azure |
| Maintained by | Bright Data (enterprise data provider) |
Our ratings
| Criterion | Score |
|---|---|
| Price per 1,000 ads | 4.2 |
| Data depth & EU reach | 3.9 |
| Reliability & maintenance | 4.8 |
| Ease of use | 3.9 |
| AI & MCP readiness | 4.4 |
| Integrations & exports | 4.6 |
| Free tier & trial | 4.8 |
| Overall | 4.37 / 5 |
Pros and cons
Pros
- Generous free monthly allowance
- Built for very large volumes with delivery to cloud storage
- Strong compliance and procurement story for enterprises
Cons
- EU reach is not in the documented output fields
- The dashboard and product range are complex for small teams
- Its MCP server has no Ad Library-specific tool
Bright Data pricing: what 1,000 ads cost
| Price per 1,000 ads | |
|---|---|
| With EU reach (entry plan) | No EU reach |
| At volume, with EU reach | — |
| Ad list only, no reach | $1.00 |
| How EU reach is returned | Not in documented fields |
| Pricing basis | Scraper API: $1 per 1,000 records (promotions as low as $0.75) |
- Scraper APIs: from $1 per 1,000 records (promotional $0.75)
- 5,000 free records per month
- Pre-collected datasets from $250 per 100K records
Using Bright Data with Claude and AI agents
AI & MCP readiness: 4.4/5. In the Claude apps, add the server URL under Settings → Connectors → Add custom connector; in Claude Code, use the command below.
Bright Data MCP server (general web data tools)
Auth: API token in the server URL
https://mcp.brightdata.com/mcp?token=<YOUR_API_TOKEN>claude mcp add --transport http brightdata "https://mcp.brightdata.com/mcp?token=<YOUR_API_TOKEN>"5,000 free MCP requests per month, but there is no dedicated Ad Library tool, so agents read Ad Library pages through the generic scraping tools.
Verdict: who should use it?
Choose it if…
You collect millions of records and need procurement-friendly compliance.
Skip it if…
You need EU reach per ad or want a tool you can learn in ten minutes.
On Bright Data's official website
Bright Data FAQ
Does Bright Data have a Facebook Ad Library scraper?
Yes. Bright Data lists 'Meta - Ad Library' scrapers that collect ads by Ad Library URL or discover them by keyword, returning fields such as library ID, status, dates and ad category.
Alternatives to Bright Data
The highest-rated scrapers in our comparison, other than Bright Data.
#1AdSpends(4.83)Read the review
#2Curious Coder (Apify)(4.70)Read the review
#3ScrapeCreators(4.69)Read the review
Bright Data head-to-head
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Full comparisonAbout the author
Oleg Glanz is a performance marketer who builds direct-response funnels for e-commerce brands through FullFunnelSetup.com. Meta Ad Library research is part of his daily work, which is why he built AdSpends, an ad intelligence tool that turns Ad Library data into searchable ads, landing pages and ad spend estimates.
He writes AdLibraryScraper.com to document what each scraper and API actually returns, what it costs, and where it breaks, so marketers and developers can pick the right data source without trial and error.