Data as of Aug 25, 2026 · Based on 3,181,687 AI responses across 10,525 prompts · See how Parse measures this
Sources
finlight.me shapes more of what AI says about finlight than any other source, at 57% of its citations.
apis.io · docs.finlight.me
The market map
Voice of Customer Text Analytics Platforms →Where AI ranks finlight
Excerpts where finlight appeared in the AI's answer

Finlight offers REST, webhooks, and AI enrichment with company resolution, sentiment scores, and confidence values, making it suitable for real-time dashboards and alerting.

Finlight focuses on low-latency market news. Responses include company entities, ticker symbols, sentiment scores, and filtering by ticker or source, with support for REST, WebSockets, and webhooks.