What AI says about finlight

Finlight is a financial intelligence API providing real-time financial news, AI-driven sentiment analysis, and event-driven notifications for applications.

Since Jul 5Updated Nov 10, 2026Based on 3,386 AI answersReviewed by Dimitry Apollonsky

How we measure

Mentioned in · Public index

of AI answers about finlight and its rivals · since Jul 5

Based on 3,386 AI answers

ChatGPT<1%
Google AI Mode2%

How often AI mentions finlight

of AI answers about finlight and its rivals

Track your brand free to see 13 weeks of history.

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Oct 8 · ChatGPT switched to GPT-6 Luna

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Topics where AI mentions finlight

TopicMentioned in · on this topicRank

Breaking-news push alerts
26%Rank #4#4

AI picks mostMentioned in
My team is struggling with data latency from our current news provider; which real-time aggregation services are known for having the fastest push-based delivery for breaking news?on this questionAI picks finlight and 1 more about as often43%
Excerpts where finlight appeared in the AI's answer
Google AI ModeSep 14, 2026, Google AI Mode
Finlight WebSocket (Raw Endpoint) : A modern alternative that specifically separates raw reaction speed from deep data enrichment.
Google AI ModeSep 10, 2026, Google AI Mode
Finlight (Raw WebSocket Stream): Finlight explicitly addresses the "speed-versus-richness" bottleneck.
I am looking for a text analysis API that can extract entities and sentiment from financial news.on this questionAI picks Google Cloud Natural Language and 1 more about as often11%
Excerpts where finlight appeared in the AI's answer
Google AI ModeAug 26, 2026, Google AI Mode
Finlight API – Designed specifically for financial workflows, this real-time API offers advanced query building, automated research analytics, and built-in sentiment analysis.
ChatGPTJul 13, 2026, ChatGPT
Finlight offers REST, webhooks, and AI enrichment with company resolution, sentiment scores, and confidence values, making it suitable for real-time dashboards and alerting.
I am building a financial sentiment analysis tool and need a real-time news feed that provides clean JSON endpoints; which vendors are best for this specific developer-centric use case?on this questionAI picks Finnhub and 2 more about as often9%
Excerpts where finlight appeared in the AI's answer
Google AI ModeAug 18, 2026, Google AI Mode
Finlight Best for: Sub-second programmatic streaming and advanced querying.

finlight in AI answers

1 of 3

I am looking for a text analysis API that can extract entities and sentiment from financial news.

ChatGPT· Jul 13, 2026

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

Google AI Mode· Aug 26, 2026

Finlight API – Designed specifically for financial workflows, this real-time API offers advanced query building, automated research analytics, and built-in sentiment analysis.