TikTok Ads Scraper Scrape popular TikTok hashtags and ad trends with filters like time period, country, and industry --- ## Overview This actor scrapes TikTok's Creative Center to extract trending hashtags and advertising insights. Ideal for marketers, content creators, and analysts looking to understand TikTok ad trends. Supports filtering by: - Time periods (7, 30, or 120 days) - Country/region targeting - Industry categories - New to Top 100 filter --- ## Features - Trend Analysis: Discover trending hashtags across different time periods (7/30/120 days) - Industry-Specific Insights: Filter trends by specific industries - Geographic Targeting: Analyze trends by country/region - Proxy Support: Built-in proxy rotation to avoid rate limiting - Concurrency Control: Adjustable concurrency for optimal performance - Comprehensive Data: Get detailed metrics for each trending hashtag --- ## How to Use 1. Configure Input: Set your filters in the input JSON (see configuration below) 2. Run via Apify: Execute the actor on Apify platform 3. Export Data: Download results as JSON, CSV, or Excel 4. Analyze: Track trending hashtags and their performance metrics --- ## Input Configuration json { "days": "7", "resultsLimit": 100, "country": "US", "industry": "all", "isNewToTop100": false, "maxConcurrency": 10, "minConcurrency": 1, "maxRequestRetries": 3, "proxy": { "useApifyProxy": true } } ### Input Parameters | Parameter | Type | Description | Default | | --------------------------- | ------- | --------------------------------------------------- | ----------- | | days | String | Time period for trending data (7/30/120 days) | "7" | | resultsLimit | Integer | Maximum number of results to return | 100 | | country | String | Country code for regional trends (e.g., "US", "GB") | "" (Global) | | industry | String | Industry filter (e.g., "fashion", "beauty") | "all" | | isNewToTop100 | Boolean | Filter for hashtags new to the top 100 | false | | maxConcurrency | Integer | Maximum parallel requests | 10 | | minConcurrency | Integer | Minimum parallel requests | 1 | | maxRequestRetries | Integer | Maximum retry attempts for failed requests | 3 | | proxy | Object | Proxy configuration (Apify Proxy recommended) | Apify Proxy | --- ## Output Structure The scraper provides detailed information for each hashtag. Here's the complete field documentation based on the JSON structure: ### Sample Data Structure json { "hashtag_name": "mothersday", "resultsLimit": 100, "lastIndex": 0, "industry": "12000000000", "label": "GET_DETAILS_FOR_365", "item": { "hashtag_id": "22326", "hashtag_name": "mothersday", "country_info": { "id": "US", "value": "United States", "label": "US" }, "industry_info": { "id": 12000000000, "value": "Baby, Kids & Maternity", "label": "label_12000000000" }, "is_promoted": true, "trend": [ { "time": 1741392000, "value": 0.07 }, { "time": 1741996800, "value": 0.09 }, { "time": 1742601600, "value": 0.09 }, { "time": 1743206400, "value": 0.09 }, { "time": 1743811200, "value": 0.11 }, { "time": 1744416000, "value": 0.13 }, { "time": 1745020800, "value": 0.16 }, { "time": 1745625600, "value": 0.2 }, { "time": 1746230400, "value": 0.3 }, { "time": 1746835200, "value": 0.57 }, { "time": 1747440000, "value": 1 }, { "time": 1748044800, "value": 0.15 }, { "time": 1748649600, "value": 0.12 }, { "time": 1749254400, "value": 0.09 }, { "time": 1749859200, "value": 0.08 } ], "creators": [ { "nick_name": "sumansunam1", "avatar_url": "https://p16-sign-sg.tiktokcdn.com/tos-alisg-avt-0068/1d61b55c8028d2a6eb6d9839b1b33ab5~tplv-tiktokx-cropcenter:100:100.png?dr=14579&refresh_token=2ffb103c&x-expires=1750356000&x-signature=Ac9HEcpuRU4LXCuF9vTZnNbAf5E%3D&t=4d5b0474&ps=13740610&shp=a5d48078&shcp=317596d8&idc=sg1" } ], "publish_cnt": 965937, "video_views": 4692960189, "rank": 1, "rank_diff": 0, "rank_diff_type": 2 }, "days7": { "hashtag_id": "22326", "hashtag_name": "mothersday", "description": "Join us in making this Mother's Day extra special by sharing your love for your mamas & highlighting your own special motherhood moments!🥰", "video_url": "https://www.tiktok.com/tag/mothersday", "country_info": { "id": "US", "value": "United States", "label": "US" }, "industry_info": { "id": 12000000000, "value": "Baby, Kids & Maternity", "label": "label_12000000000" }, "is_promoted": true, 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& Wellness" }, "score": 151 }, { "interest_info": { "id": "10013", "label": "diversify_10013", "value": "Motivation" }, "score": 142 } ], "audience_countries": [ { "country_info": { "id": "6252001", "label": "US", "value": "United States" }, "score": 384 }, { "country_info": { "id": "953987", "label": "ZA", "value": "South Africa" }, "score": 333 }, { "country_info": { "id": "6251999", "label": "CA", "value": "Canada" }, "score": 202 }, { "country_info": { "id": "2186224", "label": "NZ", "value": "New Zealand" }, "score": 189 }, { "country_info": { "id": "390903", "label": "GR", "value": "Greece" }, "score": 188 }, { "country_info": { "id": "2635167", "label": "GB", "value": "United Kingdom" }, "score": 175 }, { "country_info": { "id": "2077456", "label": "AU", "value": "Australia" }, "score": 175 }, { "country_info": { "id": "2661886", "label": "SE", "value": "Sweden" }, "score": 163 }, { "country_info": { "id": "1880251", "label": "SG", "value": "Singapore" }, "score": 159 }, { 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| String | Label indicating the type of data (e.g., "GET_DETAILS_FOR_365") | #### Item Object | Field | Type | Description | |-------|------|-------------| | hashtag_id | String | Unique identifier for the hashtag | | hashtag_name | String | The name of the hashtag | | country_info | Object | Information about the country filter | | industry_info | Object | Information about the industry category | | is_promoted | Boolean | Whether the hashtag is being promoted | | trend | Array | Array of trend data points | | creators | Array | Array of creator information | | publish_cnt | Integer | Number of published videos | | video_views | Integer | Total video views | | rank | Integer | Current ranking position | | rank_diff | Integer | Change in rank from previous period | | rank_diff_type | Integer | Type of rank change (1=up, 2=down, 0=no change) | #### Country Info Object | Field | Type | Description | |-------|------|-------------| | id | String | Country code (e.g., "US") | | value | String | Full country name | | label | String | Country code label | #### Industry Info Object | Field | Type | Description | |-------|------|-------------| | id | Integer | Industry ID | | value | String | Industry name | | label | String | Industry label | #### Trend Data Point | Field | Type | Description | |-------|------|-------------| | time | Integer | Unix timestamp of the data point | | value | Number | Trend value (0-1 scale) | #### Creator Object | Field | Type | Description | |-------|------|-------------| | nick_name | String | Creator's username | | avatar_url | String | URL to creator's profile picture | ### Time-based Data Objects (days7, days30, etc.) The following fields appear in time-based data objects (e.g., days7, days30): | Field | Type | Description | |-------|------|-------------| | description | String | Description of the hashtag | | video_url | String | Direct URL to the hashtag page | | publish_cnt_all | Integer | Total number of published videos across all time | | video_views_all | Integer | Total video views across all time | | longevity | Object | Information about the hashtag's lifespan | | audience_ages | Array | Age distribution of the audience | | audience_interests | Array | Interests of the audience | | audience_countries | Array | Geographic distribution of the audience | | related_hashtags | Array | Related hashtags | | related_items | Array | Related video items | #### Longevity Object | Field | Type | Description | |-------|------|-------------| | popular_days | Integer | Number of days the hashtag has been popular | | current_popularity | Integer | Current popularity score | #### Age Data | Field | Type | Description | |-------|------|-------------| | age_level | Integer | Age group identifier | | score | Integer | Relative score for this age group | #### Interest Data | Field | Type | Description | |-------|------|-------------| | interest_info | Object | Information about the interest | | score | Integer | Relative score for this interest | #### Interest Info Object | Field | Type | Description | |-------|------|-------------| | id | String | Interest ID | | label | String | Interest label | | value | String | Display name of the interest | #### Related Hashtag | Field | Type | Description | |-------|------|-------------| | hashtag_id | String | ID of the related hashtag | | hashtag_name | String | Name of the related hashtag | | video_url | String | URL to the related hashtag page | #### Related Item | Field | Type | Description | |-------|------|-------------| | item_id | String | Unique identifier for the video | | cover_uri | String | URL to the video thumbnail | --- ## Key Notes 1. Data Freshness: Trend data is updated in near real-time, typically with minimal delay 2. Rate Limits: The actor includes built-in delays to comply with TikTok's rate limits 3. Proxies Recommended: Using proxies helps avoid IP-based rate limiting 4. Data Availability: Some metrics may be limited based on TikTok's API restrictions Key fields will include: - Hashtag performance metrics - Engagement statistics - Demographic insights - Trend analysis - Content categorization --- ## Explore More Scrapers If you found this Apify Smartbuyglasses Scraper useful, be sure to check out our other powerful scrapers and actors at memo23's Apify profile. We offer a wide range of tools to enhance your web scraping and automation needs across various platforms and use cases. ## Support - For issues or feature requests, please use the Issues section of this actor. - If you need customization or have questions, feel free to contact the author: