A new report lists four TikTok ads library scrapers for advertisers evaluating tools in 2026, ranking them as: 1. GetHookd, 2. ScrapeGraphAI, 3. Bright Data, and 4. Octoparse. The comparison considers the different approaches available to marketers seeking to study competitors’ advertising and organize public ad information.
More information is available at https://www.gethookd.ai/learn/4-best-tiktok-ads-library-scrapers-in-2026/
The comparative assessment highlights that the tools vary in their collection methods and intended users, from AI-assisted extraction to enterprise data infrastructure and visual scraping workflows.
GetHookd is distinguished in the report for adding an analysis layer to ad research. Its Brand Spy feature helps users examine competitor creatives, landing pages and traffic strategies, while performance signals can help identify ads that appear to be scaling. Creative analysis, AI script generation and ad cloning tools are also available, helping marketers move from research toward developing and testing their own campaigns without shifting between different ad tools.
ScrapeGraphAI is described as an AI-powered extraction platform that uses natural-language instructions and workflows to collect information from web pages. Bright Data offers structured datasets and API-based collection for teams requiring data at scale, while Octoparse provides a visual, no-code interface, templates, and scheduled scraping workflows.
The report also highlights a limitation of relying on ad libraries alone: collecting visible ad information does not necessarily explain how a competitor’s campaign is structured or which creative approaches may be worth investigating. Advertisers may need to assess creatives alongside landing pages, traffic destinations, and other available signals to develop a more complete view of a campaign.
About GetHookd
GetHookd analyzes more than 65 million Meta ads and combines competitor research with tools such as Brand Spy, Creative Analysis, Landing Page Insights, Ads Transcription, Video Scripts and Clone Ads. Its platform is designed for performance marketers, agencies, media buyers and e-commerce teams seeking to connect ad discovery with creative development.
The full comparison, including descriptions of all four tools and their respective approaches to TikTok ad data, is available at https://www.gethookd.ai/learn/4-best-tiktok-ads-library-scrapers-in-2026/