The recommender classifies the buying job first, then scores provider fit against platform, budget, evidence, API, simplicity, and participation requirements.
No account data is uploaded in this beta. Your selections are evaluated in the browser against the published provider records.
Fit scores explain match quality for this brief. They are not universal service-quality ratings.
A live service marketplace with exact-quantity ordering, API access, crypto funding, and visible refill and order-status terms.
Small fixed-price social campaign packs with quantity, delivery window, conditions, and No-Refill terms presented before checkout.
Consumer-facing Instagram and TikTok follower, like, comment, and view packages.
Five providers in this database are affiliated with the publisher. Affiliation never adds points to the fit score. It is shown wherever a recommendation may create commercial benefit.
Read ownership policyLive fit scoring, evidence profiles, ownership disclosure, and primary-source verification.
Saved briefs, comparison exports, price-change alerts, and team annotations.
API access, bulk shortlists, historical price series, and governed organization accounts.