Giving feedback & how Leadscraper learns

Per lead: "Fits" and "Doesn't fit" (with a short reason when rejecting).

• From ~10 ratings, patterns actively feed into every new search.
• After ~20 ratings, the first plain-text learnings appear on your "Memory" page (confirm/correct/forget).
• Maturity: Learning → Calibrated → Mature. Learning is per profile.

Important: judge quality only after several runs + ratings. After just 10 leads the data is too thin for a fair verdict — give it a few rounds of feedback and it gets noticeably more precise.

Updated on: 02/06/2026