Limits

Known limitations of the current implementation.

Search Limitations • Lead Finder searches public business data only — it is not a general web or social media search • Results depend on data availability for the specified location • The maximum raw results per search is 500 records • Standard mode fetches approximately the number of leads requested • Deep Search fetches up to the maximum cap, finding more small and low-review businesses at a higher cost per search

Data Limitations • "Rating" and "Review Count" are sourced from business listings — they may not reflect all review platforms • "Website Status" is based on automated checks and may not always be accurate • Social presence data is limited to what's publicly available

Filter Limitations • Saved Leads filtering works on the currently loaded dataset only (50 leads by default) • Category matching uses fuzzy text matching — it's designed for common business categories • Business status filtering maps website_status field (good/slow/outdated/no_seo) to business status labels

Feature Limitations • AI Analysis requires a lead to be saved first • Outreach requires AI Analysis to have been run on a lead • Kanban drag-and-drop updates the pipeline status immediately with optimistic UI — if the server update fails, the card returns to its original position • Lead Finder pagination (10 per page) is client-side — it doesn't fetch additional results from the server