Search LinkedIn's Ad Library for the ads a company is running. Search by company name, by keyword across ad copy, or by LinkedIn company ID (most precise). Supports country and date-range filters. Returns headline, description, CTA, destination URL, targeting, impressions and media URLs. For complete analysis of visual elements, colors, design, or creative content, you MUST also use analyze_ad_image or analyze_ad_video on the media returned by each ad.

Get detailed information about a specific LinkedIn ad including full targeting (language, location, audience), per-country impression breakdown, creative and destination URL. Use this with an ad id from search_linkedin_ads, or a linkedin.com/ad-library/detail/ URL. Essential for understanding who an advertiser is targeting and extracting media URLs for visual analysis.

REQUIRED for analyzing images from LinkedIn ads. Download and analyze ad images (single image creatives, carousel cards and document/thumbnail covers) to extract visual elements, text content, colors, people, brand elements, and composition details. This tool should be used for EVERY image URL returned by search_linkedin_ads when doing comprehensive analysis. Uses intelligent caching so multiple image analysis calls are efficient and cost-free.

REQUIRED for checking media cache status and storage usage. Use this tool when users ask about cache statistics, storage space used by cached media (images and videos), or how many files have been analyzed and cached. Essential for cache management and monitoring.

REQUIRED for finding previously analyzed ad media (images and videos) in cache. Use this tool when users want to search for cached media by brand name, find media with people, search by colors, or filter by media type. Essential for retrieving past analysis results without re-downloading media.

REQUIRED for cleaning up old cached media files (images and videos) and freeing disk space. Use this tool when users want to remove old cached media, clean up storage space, or when cache becomes too large. Essential for cache maintenance and storage management.

REQUIRED for analyzing video ads from LinkedIn. Downloads and analyzes ad videos using Gemini's video understanding to extract the hook, scene-by-scene storytelling, on-screen text, voiceover, sound-off readability and B2B offer positioning. Pass ad_id alongside media_url so results cache per ad rather than per (expiring) CDN URL. Uses intelligent caching for efficiency.