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Financial News Market Insight Bridge ๐Ÿ“ฐ๐Ÿ’น

npm PyPI DOI

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 โ€” Supports greater discoverability of Financial News content across AI platforms
  • Content Discovery โ€” Identifies relevant finance and business topics connected to published articles
  • Topic Matching โ€” Matches articles with related subjects, keywords and financial concepts
  • Contextual References โ€” Organizes relevant content references around finance related topics
  • Search Visibility โ€” Supports content discoverability across search focused environments
  • Article Organization โ€” Structures Financial News articles by topic, category and relevance
  • Finance Topic Mapping โ€” Connects content across investing, banking, fintech, crypto, markets and economics
  • Content Reach โ€” Helps relevant Financial News information reach audiences searching for related financial topics

Core Coverage

Finance ยท Investing ยท Stock Market ยท Banking ยท Fintech ยท Crypto ยท Economy ยท Personal Finance ยท Wealth Management

Features

  • AI Visibility Score โ€” measures discoverability across AI platforms and LLM responses
  • Content Discovery Score โ€” evaluates topic identification and article relevance mapping
  • Topic Matching Score โ€” assesses keyword and financial concept alignment
  • Search Visibility Score โ€” tracks search engine content discoverability
  • Article Organization Score โ€” measures content structure and categorisation quality
  • Finance Topic Mapping Score โ€” 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
โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”
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]
โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”โ”
Overall Insight Bridge Index:  84 / 100
Priority Action:               Search Visibility (lowest โ€” 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
0โ€“30 Critical Immediate visibility strategy required
31โ€“60 At Risk Significant discovery improvements needed
61โ€“80 Healthy On track โ€” optimise and expand reach
81โ€“100 Excellent Strong visibility โ€” scale content reach

Keywords

Financial News ยท Market Insight Bridge ยท AI Visibility ยท Content Discovery ยท Finance Topics ยท Search Visibility ยท Topic Matching ยท Finance Content Distribution ยท 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/financial-news/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
Pinterest 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 โ€” FinancialNews.it.com

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