You will get Meta Ad Library ads dataset CSV JSON spend impressions ranges
Project details
I will compile a clean Meta (Facebook) Ad Library ads dataset for competitor research and reporting, delivered in CSV or JSON. Use it to build a swipe file, compare messaging, and track creative themes in your niche.
What you get (based on public availability): ad copy text, creative/media links (image/video when available), advertiser/page name, and delivery dates (when available). Delivery metrics like spend and impressions may appear as ranges when shown publicly.
Important note on availability: impressions, spend, demographic distribution, and region distribution are typically visible only for ads with EU delivery signals. For non-EU ads, these columns may be blank.
Standard & Premium include brief insights summarizing recurring hooks/angles and common formats (no exaggerated claims).
Compliance: public data only, only where you have the right to collect/use it. No logins, no private accounts, no bypassing restrictions, and no personal contact detail harvesting.
What you get (based on public availability): ad copy text, creative/media links (image/video when available), advertiser/page name, and delivery dates (when available). Delivery metrics like spend and impressions may appear as ranges when shown publicly.
Important note on availability: impressions, spend, demographic distribution, and region distribution are typically visible only for ads with EU delivery signals. For non-EU ads, these columns may be blank.
Standard & Premium include brief insights summarizing recurring hooks/angles and common formats (no exaggerated claims).
Compliance: public data only, only where you have the right to collect/use it. No logins, no private accounts, no bypassing restrictions, and no personal contact detail harvesting.
Data Tool
PythonWhat's included
| Service Tiers |
Starter
$39
|
Standard
$119
|
Advanced
$229
|
|---|---|---|---|
| Delivery Time | 2 days | 4 days | 6 days |
Number of Revisions | 1 | 1 | 1 |
Frequently asked questions
About Robert
Web Scraping and Data Extraction Expert
London, United Kingdom - 2:20 pm local time
I help teams turn public Reddit / YouTube / TikTok / Instagram data into clean, usable datasets for:
• Market research & competitor analysis
• Content strategy (topic validation, channel research, swipe files)
• Reporting & planning workflows
What you get:
• CSV/JSON datasets (spreadsheet-ready)
• Structured metadata + engagement signals (when available)
• Cleaning, deduplication, and clear column definitions
Compliance: public data only — no logins, no private data, no bypassing restrictions.
Steps for completing your project
After purchasing the project, send requirements so Robert can start the project.
Delivery time starts when Robert receives requirements from you.
Robert works on your project following the steps below.
Revisions may occur after the delivery date.
Confirm scope and search inputs
Compile and format public Ad Library data