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AI Visibility Scorecard
finlight
finlight.me · Technology
Somewhat visible. AI bots can read finlight, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Meta AI · Apple Intelligence · Claude
#111,084 of 2,653,323 in Technology for AI visibility
6.4
/10
AEO Score
About finlight
from our crawl and measurement
"Advanced financial news API with field-level filtering, sentiment analysis, and real-time WebSocket streaming. Query by ticker, exchange, source with boolean logic." That is how finlight introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.4 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite, FAQPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 6.4/10, finlight has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What makes finlight's query system advanced?
finlight offers sophisticated field-level filtering with operators like ticker:, exchange:, source:, and content:. You can use boolean logic (AND, OR, NOT), inclusion/exclusion operators (+, -), exact phrase matching with quotes, and complex parenthetical grouping. This allows for surgical precision in financial news retrieval.
How do I filter news by specific companies or exchanges?
Use field-specific filters like ticker:AAPL for Apple stock news, exchange:XNAS for NASDAQ-listed companies, or combine them: ticker:TSLA AND exchange:XNAS. You can also use ISIN codes with isin: or OpenFIGI identifiers with openfigi: for precise company targeting.
What's the difference between REST API, WebSocket, and Webhooks?
REST API provides on-demand news data via HTTP requests, perfect for batch processing. WebSocket delivers real-time streaming with sub-second latency for live applications. Webhooks push event-driven notifications to your endpoints automatically when new articles match your criteria.
Can I get real-time sentiment analysis and company extraction?
Yes! Every article includes AI-powered sentiment analysis (positive, negative, neutral) with confidence scores. We also extract mentioned companies with their tickers, exchanges, sectors, and confidence levels. This data is available across all integration methods.
How fast is the data delivery?
REST API responses are typically under 200ms globally. WebSocket streams deliver news in real-time with sub-second latency. Our CDN ensures fast response times worldwide.
What programming languages do you support?
We provide official SDKs for TypeScript/JavaScript (NPM) and Python (PyPI) with full query builder support. You can also use our REST API directly with any language that supports HTTP requests, including cURL for testing.
How do I set up webhooks for automated alerts?
Use our Dashboard Webhook Wizard to configure webhooks visually. Set your endpoint URL, define query filters, and we'll push matching articles to your system automatically. Perfect for automated trading signals and risk monitoring.
Is there a free tier to test the API?
Absolutely! Our free tier includes access to all API features with generous rate limits. Test advanced queries, sentiment analysis, company extraction, and all integration methods. No credit card required to get started.
Is this your brand?
The exact fixes for finlight
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/finlight-me
Cite this score: Engagemii (2026). "AEO Score for finlight." Retrieved from https://engagemii.com/aeo/brands/finlight-me
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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