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How to Scrape Meta Ad Library with C#

Step-by-step guide to scraping Meta Ad Library search results using C# and the Scavio API. Get ad creatives, page_name and page_id, start_date and end_date as structured JSON.

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Meta Ad Library contains valuable data -- ad creatives, page_name and page_id, start_date and end_date, publisher_platform, and more. Scraping this data directly means dealing with anti-bot detection, CAPTCHAs, IP rotation, and constantly breaking selectors. The Scavio API handles all of that and returns clean, structured JSON from a single POST request.

This tutorial shows you how to scrape Meta Ad Library using C# and the Scavio API. By the end, you will have a working C# script that fetches real-time Meta Ad Library data and parses the results.

Prerequisites

  • C# installed on your machine
  • A Scavio API key (free tier includes 50 credits on signup -- no credit card required)

Step 1: Install Dependencies

Install HttpClient to make HTTP requests:

Bash
dotnet new console

Step 2: Make Your First Meta Ad Library Search

Send a POST request to the Scavio Meta Ad Library API endpoint with your query. The API returns structured JSON with ad creatives, page_name and page_id, start_date and end_date, and more.

// This page has no dedicated endpoint yet, so the sample runs a Google web search.
using System.Net.Http.Json;
using System.Text.Json;

var apiKey = "sk_live_your_key";
var query = "notion";

var client = new HttpClient();
client.DefaultRequestHeaders.Add("Authorization", "Bearer " + apiKey);

var response = await client.PostAsJsonAsync(
    "https://api.scavio.dev/api/v2/google",
    new { query }
);
response.EnsureSuccessStatusCode();

var json = await response.Content.ReadAsStringAsync();
var data = JsonSerializer.Deserialize<JsonElement>(json);
Console.WriteLine(JsonSerializer.Serialize(data, new JsonSerializerOptions { WriteIndented = true }));

Step 3: Example Response

The API returns structured JSON. Here is an example response for a Meta Ad Library search:

JSON
{
  "search_parameters": { "q": "cold brew coffee", "hl": "en", "gl": "us" },
  "organic_results": [
    {
      "position": 1,
      "title": "how do you guys make cold brew? : r/Coffee",
      "link": "https://www.reddit.com/r/Coffee/comments/oi7rm7/how_do_you_guys_make_cold_brew/",
      "snippet": "i wanna learn how to make cold brew coffee but theres a lot of ways...",
      "source": "Reddit"
    }
  ],
  "related_searches": [{ "query": "cold brew ratio", "link": "https://www.google.com/search?q=cold+brew+ratio" }],
  "response_time": 2841,
  "credits_used": 1,
  "credits_remaining": 4821
}

Every field is structured and typed -- no HTML parsing, no CSS selectors, no regex extraction. Your C# code can access any field directly.

Step 4: Full Working Example

Here is a complete, runnable C# script that searches Meta Ad Library and prints the results:

using System.Net.Http.Json;
using System.Text.Json;

// Search Meta Ad Library data with the Scavio API.
// POST /api/v2/google - rows come back under organic_results. Run with: dotnet run
// This page has no dedicated endpoint yet, so the sample runs a Google web search.

var apiUrl = "https://api.scavio.dev/api/v2/google";
var apiKey = Environment.GetEnvironmentVariable("SCAVIO_API_KEY");

var client = new HttpClient();
client.DefaultRequestHeaders.Add("Authorization", "Bearer " + apiKey);

async Task<JsonElement> SearchMetaAdLibrary(string query)
{
    var response = await client.PostAsJsonAsync(apiUrl, new { query });
    response.EnsureSuccessStatusCode();
    var json = await response.Content.ReadAsStringAsync();
    return JsonSerializer.Deserialize<JsonElement>(json);
}

var data = await SearchMetaAdLibrary("notion");
Console.WriteLine(JsonSerializer.Serialize(data, new JsonSerializerOptions { WriteIndented = true }));

Why Use Scavio Instead of Scraping Meta Ad Library Directly?

  • No proxy management. Direct scraping requires rotating proxies to avoid IP bans. Scavio handles all of this server-side.
  • No CAPTCHA solving. Meta Ad Library aggressively blocks automated requests. Scavio returns clean data every time.
  • Structured JSON output. No HTML parsing or CSS selector maintenance. Get typed, consistent data from every request.
  • Multi-platform in one API. Search Google, Amazon, YouTube, and Walmart from the same API key with the same authentication pattern.
  • Free tier included. 50 credits on signup with no credit card required. Each search costs 1 credit.

Frequently Asked Questions

Scraping publicly available data from Meta Ad Library is generally legal, but you should review Meta Ad Library's Terms of Service. Using the Scavio API avoids the legal gray areas of direct scraping since Scavio handles all data collection through proper channels and returns structured results via API.

Direct scraping of Meta Ad Library requires managing proxies, CAPTCHAs, rate limits, and anti-bot detection. The Scavio API handles all of this for you. Send a POST request with your query and get structured JSON back — no proxy management or browser automation needed.

The Scavio API returns structured JSON with ad creatives, page_name and page_id, start_date and end_date, publisher_platform, spend and reach (political ads only), cursor pagination. All data is returned in a clean, consistent format that is easy to parse in C#.

Scavio offers a free tier with 50 credits on signup. Each API request costs 1 credit regardless of which platform you search. No credit card required to start. Paid plans start at $30/month for higher volumes.

Scavio returns Meta Ad Library results in 1-3 seconds on average. Results are fetched in real time from Meta Ad Library — there is no caching layer or stale data. Every request returns live results.

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Start Scraping Meta Ad Library with C#

Get your free Scavio API key and start fetching Meta Ad Library data in C#. 50 free credits on signup -- no credit card required.

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