ProspectAI.

The primary research table consolidates inspected companies with their multi-factor qualification fit scores (0–100 scale), priority tiers, detected technology stacks, and evidence-based service opportunities.

Operators can filter prospects by status, inspect detected frameworks and analytics tooling, review automated reasoning generated by Google Gemini Pro, and export structured dossiers for strategic follow-up.

The commercial discovery interface integrates directly with the Google Places API (New) to locate real-world business establishments by industry keywords, category filters, and geographic location.

Discovered entities include verified Google place IDs, official websites, and geographical coordinates, which can be staged into the inspection pipeline with one click and deduplicated against existing records.

The intelligence dashboard provides high-level visibility into workspace activity, tracking active prospect counts, qualification score distributions, recent research telemetry, and server-enforced quotas.

Server-side quota counters and cooldown timers prevent outbound API rate exhaustion and excessive LLM token burn, ensuring sustainable and responsible research throughput across all active team members.