influencer-discoverylisted

# Influencer discovery Translate a campaign brief into a creator shortlist, then refresh the candidates that merit a closer look. Distinguish creator location and content signals from audience demographics, which these endpoints do not establish. ## Setup and requests Set `CRAWLORA_API_KEY` to your key from [crawlora.net](https://crawlora.net). Run the bundled `scripts/crawlora.sh` from this skill directory or by absolute path. It sends `x-api-key` to `https://api.crawlora.net/api/v1`; keep the key in the environment. Read [reference/endpoints.md](reference/endpoints.md) for platform-specific filters and ID shapes. ## Discover and qualify 1. Extract the platforms, topic, geography, follower range, requested count, and campaign constraints. Ask only for missing information that changes selection. 2. Discover a small candidate pool using the datasets below. Bio keyword matches are candidate evidence, not proof of sustained content focus. Use returned facets where supported for exact categories and regions. | Platform | Dataset search | Non-obvious differences | |---|---|---| | TikTok | `/datasets/creators/search` | `country`, `niche`, `min_followers`; no `max_followers` filter, so enforce the upper bound locally | | Instagram | `/datasets/instagram-users/search` | `min_followers`, `max_followers`, `category_name`, `crawled_after`; no country filter | | YouTube | `/datasets/youtube-creators/search` | `region`, `min_followers`, `max_followers`, `hydr