All notable changes to TikTok Influencer Finder.
TikHub-first discovery (faster, more reliable, lower compute)
- All three modes (hashtag, keyword, seed profile) run through browserless TikHub endpoints, with the Puppeteer path kept as an automatic fallback. A run fully served by TikHub never launches Chromium.
- Bounded, parallelized profile enrichment fills fields the search endpoints omit — hashtag authors get follower stats; keyword creators get bio-derived fields (email, Instagram, YouTube, link-in-bio, language).
Opt-in enrichment tiers (each its own pay-per-event)
- Enrich Bio & Contact Fields (
enrichBio, default on) → bio-enrichment event.
- Analyze Recent Performance (
includePerformance, default off) → recent-video sample (median views/likes/comments, estimated engagement rate, activity/recency); performance-sample event.
- Follow Bio Links (
followBioLinks, default off) → resolve emails from Linktree/Beacons/site pages; emailSource marks bio vs followed_link; bio-link-follow event, charged only when an email is found.
New filters & inputs
- Country Filter (
countryCodes, dropdown) + languages (dropdown) + countryMatchMode (best-effort/strict); creator-quality filters minVideos / minTotalLikes / excludePrivateAccounts; maxCreatorsPerSource; Discovery Region (region, hashtags only); campaignBrief for brand-fit; sortBy adds brandFitScore.
New output fields & signals
secUid, emailSource, instagramUrl / youtubeUrl, likesPerFollower, searchRankBySource / bestSearchRank, shortlistRank, countryConfidence / languageConfidence, transparent scoring (qualificationComponents / relevanceComponents / scoringVersion), brandFitScore (+ reason/components), audienceQualityFlag / audienceQualityScore, the performance block, and profileStatus / errorCode.
- New Shortlist dataset view (ranks top candidates); README adds Outreach/CRM recipes and an API & MCP section.
Pricing (4 pay-per-events)
influencer-result (always) + bio-enrichment + performance-sample + bio-link-follow — add-ons charged only when enabled and only for work actually done.
Input simplification
- Removed low-value / confusing inputs (email-only, external-link, bio-keyword filters, an unused proxy option, and a debug section). Scoring, country/language annotation, and deduplication run by default. Filters and Options merged into one section.
- Discover TikTok creators by hashtag, keyword, or seed profile.
- Filter by follower range and verification; qualification + relevance scoring with reasons.
- Public contact clues (email, Instagram, YouTube, external link), discovery lineage, and four curated dataset views.