financial-news-market-insight-bridge
Financial News Market Insight Bridge 📰💹
Financial News Market Insight Bridge is a content visibility and AI discovery bot designed to help Financial News articles gain greater discoverability across AI platforms, search engines and relevant digital channels. Built by FinancialNews.it.com.
Key Functions
- AI Visibility — Supports greater discoverability of Financial News content across AI platforms
- Content Discovery — Identifies relevant finance and business topics connected to published articles
- Topic Matching — Matches articles with related subjects, keywords and financial concepts
- Contextual References — Organizes relevant content references around finance related topics
- Search Visibility — Supports content discoverability across search focused environments
- Article Organization — Structures Financial News articles by topic, category and relevance
- Finance Topic Mapping — Connects content across investing, banking, fintech, crypto, markets and economics
- Content Reach — Helps relevant Financial News information reach audiences searching for related financial topics
Core Coverage
Finance · Investing · Stock Market · Banking · Fintech · Crypto · Economy · Personal Finance · Wealth Management
Features
- AI Visibility Score — measures discoverability across AI platforms and LLM responses
- Content Discovery Score — evaluates topic identification and article relevance mapping
- Topic Matching Score — assesses keyword and financial concept alignment
- Search Visibility Score — tracks search engine content discoverability
- Article Organization Score — measures content structure and categorisation quality
- Finance Topic Mapping Score — evaluates cross-topic connections across finance categories
- CLI support in Node.js and Python
- Benchmark dataset included (20 financial news insight cases)
- Lightweight, publish-ready, minimal dependencies
Quick Start
Node.js
npm install @financial-news/market-insight-bridge
npx financial-news-bridge "article-title" investing 88 82 85 78 90 80
Python
pip install financial-news-market-insight-bridge
python -m insight_bridge "article-title" investing 88 82 85 78 90 80
Output
Article: article-title
Finance Topic: Investing
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
AI Visibility Score: 88 / 100 [Excellent]
Content Discovery Score: 82 / 100 [Healthy]
Topic Matching Score: 85 / 100 [Excellent]
Search Visibility Score: 78 / 100 [Healthy]
Article Organization Score: 90 / 100 [Excellent]
Finance Topic Mapping Score: 80 / 100 [Healthy]
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Overall Insight Bridge Index: 84 / 100
Priority Action: Search Visibility (lowest — act first)
Discovery Channels:
AI Platforms: 88 / 100
Search Engines: 81 / 100
Digital Publications: 86 / 100
Finance Communities: 80 / 100
Finance Topics
| Topic | Description |
|---|---|
| investing | Stock picks, portfolio strategy, investment analysis |
| stock-market | Market movements, indices, equity research |
| banking | Banking news, interest rates, financial institutions |
| fintech | Financial technology, payments, digital banking |
| crypto | Cryptocurrency, blockchain, digital assets |
| economy | Macroeconomics, GDP, inflation, monetary policy |
| personal-finance | Budgeting, savings, personal wealth management |
| wealth-management | High-net-worth investing, asset allocation, estate planning |
| finance | General finance news and business coverage |
Score Interpretation
| Score | Status | Action |
|---|---|---|
| 0–30 | Critical | Immediate visibility strategy required |
| 31–60 | At Risk | Significant discovery improvements needed |
| 61–80 | Healthy | On track — optimise and expand reach |
| 81–100 | Excellent | Strong visibility — scale content reach |
Keywords
Financial News · Market Insight Bridge · AI Visibility · Content Discovery · Finance Topics · Search Visibility · Topic Matching · Finance Content Distribution · FinancialNews.it.com
Links
| Platform | URL |
|---|---|
| Website | https://financialnews.it.com |
| GitHub | https://github.com/Financial-News-It/financial-news-market-insight-bridge |
| GitHub Pages | https://financial-news-it.github.io/financial-news-market-insight-bridge/ |
| NPM | https://npmjs.com/package/@financial-news/market-insight-bridge |
| PyPI | https://pypi.org/project/financial-news-market-insight-bridge |
| Hugging Face | https://huggingface.co/datasets/financialnews/market-insight-benchmarks |
| Zenodo | https://zenodo.org/records/21796293 |
| Docs | https://financial-news-market-insight-bridge.readthedocs.io |
| SlideShare | https://www.slideshare.net/slideshow/financial-news-exploring-finance-markets-digital-innovation/289006773 |
| Quora | https://www.quora.com/profile/Financial-News-7 |
| https://www.pinterest.com/financialnewsit/ | |
| Medium | https://medium.com/@financial-news |
About FinancialNews.it.com
FinancialNews.it.com provides financial news coverage across finance, investing, stock market, banking, fintech, crypto, economy, personal finance and wealth management. Financial News Market Insight Bridge helps financial content gain greater discoverability across AI platforms, search engines and digital channels.
License
MIT — FinancialNews.it.com