Text Mining Finance

FinNLP offers full pipelines for training and finetuning LLMs in finance.

AlphaResearch indexes millions of filings, transcripts, and reports, enabling instant text search. It extracts sentiment, supplies structured financial data, sends alerts, offers visualization and a stock screener, and integrates with Excel and Google Sheets for investors.

TextMine is an AI tool for enterprise-level document data extraction, utilizing machine learning to efficiently identify and organize critical information while ensuring data privacy. It enhances operational efficiency and supports various professionals in managing large volumes of text data.

Finclout is a platform that uses AI technology to streamline financial research, provides audiovisual information from trusted sources, and operates on multiple blockchain networks with social elements.

Fiscal.ai Terminal offers a public‑company research platform with global financial data for stocks, ETFs, and funds. It aggregates investor‑relations content, KPI and analyst estimates, delivers AI summaries, customizable dashboards, real‑time feeds, portfolio tracking, notifications, and low‑latenc

Textify Analytics turns raw structured and unstructured data into actionable insights. Its AI search and NLP let users ask plain‑language questions, generating visual reports, custom metrics, cohort analysis, and forecasts for research, market studies, and operations.

Finlight Real-Time Financial News API offers real-time financial data and AI-driven sentiment analysis with advanced query options. It supports multiple integration methods, enabling seamless incorporation of market intelligence into applications and automated systems.

Mine My Reviews aggregates reviews from multiple platforms into one dashboard, extracting sentiment scores and key phrases. It provides real‑time keyword alerts, summarization, and exportable reports, helping small businesses and marketers quickly identify customer insights.

CityFALCON aggregates real‑time financial news, filings, insider trades, and ESG data, scoring sentiment and relevance. It delivers customizable watchlists, charts, multilingual translations, and APIs for institutional users to monitor market trends, risk, and accelerate decision‑making.

Trading Literacy is a conversational AI tool that helps investors gain insights into their investment activity. Users can ask questions and get reports to find risk-adjusted values. It supports uploading trade history files, emphasizes privacy and security.

Monexa is a financial analysis platform that offers AI-driven market insights, advanced stock screening, and detailed company analyses. Users can access extensive data visualizations, historical financial metrics, and real-time market trend insights to inform investment decisions.

Moning: Wealth Management Platform for Global Asset View & Intelligent Investment Decisions - Enhances Investment Strategy for Maximized Gains.

MoneyMade AI matches investors with diversified asset classes—real estate, fine wine, art, stocks, crypto, collectibles—by providing AI‑driven, curated platform recommendations, investment details, and aggregated news, tax tips, and trending reads for informed decisions.

Texta monitors AI responses from multiple brands and models, logging prompts, mentions, and source links in real time. It delivers live analytics, sentiment scoring, geographic dashboards, automated alerts, and collaborative tools for rapid visibility insights.

Finchat.io is an AI-enabled stock research platform providing authentic data from equity analysts, financial forecasts, market insights, and KPIs. Its AI assistant simplifies data analysis for in-depth company investigations, facilitating informed investment decisions.

AI Stock Radar: Pioneering AI investment tool enhancing stock research. Simplifies fundamental analysis, identifies high-performers, and equips users with AI-driven insights for informed decisions.

ChatterQuant is an AI-powered finance tool for professionals, featuring enterprise dashboards that enable alpha generation, risk management, and enhanced due diligence. It provides real-time data, tracks market trends, and monitors stock sentiments on social media for informed decision-making.

FinanceGPT Chat lets finance professionals create AI agents for balance sheet analysis, cash flow forecasting, risk assessment, and fraud detection. Drag‑and‑drop interface selects data sources and defines tasks, with semantic search, and integrations to accounting, market feeds, and payment systems

AltIndex aggregates real‑time alternative data—Reddit momentum, sentiment, insider trades, job postings, web traffic, app downloads—to deliver AI‑powered stock picks and instant alerts. It syncs across desktop and mobile, supporting portfolio monitoring and research.

Social Sentiment Insights aggregates real‑time social, news, and alternate data to deliver sentiment scores, alerts, and trend visualizations for stocks and sectors. It supports sentiment‑based technical analysis, portfolio rebalancing, ESG scoring, and exposes API signals with blockchain‑secured co

PaperMoney is an AI tool enabling users to create insightful financial reports for 5000+ US, Hong Kong, and China-listed companies, offering detailed income statements and cash flow data across multiple industries. Stay informed and make data-driven decisions effortlessly.

Get free stock reports instantly with AI integration potential using gpt3.5-turbo.

Magnifi is an AI-powered investor tool that offers personalized opportunity discovery, analysis, goal planning, investment search/comparison, portfolio tracking, and integrated account access. It provides data, planning tools, and assistance to help subscribers make informed decisions.

Arta is a wealth management platform for accredited investors, offering access to diverse investment opportunities, personalized portfolio management with an AI co-pilot, and educational resources to enhance financial knowledge and strategy comprehension.

MarketGPT analyzes news headlines and articles with NLP to generate buy or sell signals for specific company stocks. It covers biotech, pharma, consumer goods, and finance, and tracks regulatory events and corporate actions for context.

Inven aggregates millions of data sources to provide AI‑powered company, investor, and deal searches, financial extraction, and decision‑maker contacts. It offers real‑time alerts, CRM integration, a Chrome extension, and an API, accelerating private equity and corporate development research.

Tradepost.ai is an AI-powered tool that personalizes investment insights by summarizing financial newsletters and SEC filings. It allows customization of the AI model, provides real-time alerts on filings, and offers advanced trading insights for improved market analysis and informed decisions.

Finance Brain is an AI-powered chatbot offering instant finance and accounting answers. Users get 3 free questions upon sign-up. Access 24/7 support for quick responses to any finance query.

Morpher AI delivers real‑time market analysis for stocks, crypto, forex, commodities, and indices, aggregating news and data into concise AI summaries. It offers trend tracking, bullish/bearish assessments, alerts, a unified trading interface, leveraged positions, and risk disclosures.

Danelfin uses AI to rank U.S. and European stocks, ETFs, and trade ideas based on a proprietary Score derived from 10,000+ daily features. It tracks score changes, offers alerts, portfolio diversity metrics, backtested performance, and trade signals with win‑rate data.

Emergent Mind collects recent arXiv papers, categorizes by topic or author, offers concise summaries, in‑depth analyses, whiteboard and video renderings, plus community‑driven email digests, helping researchers, students, educators, and industry professionals locate and explain literature quickly.

PortfolioPilot aggregates all personal assets—brokerage, retirement, crypto, real‑estate, private equity—into a single dashboard, providing real‑time net‑worth tracking, automated tax optimization, scenario modeling, and AI‑driven portfolio recommendations for self‑directed investors and retirees.

Origin Financial centralizes budgeting, investing, and forecasting. It syncs accounts, auto‑categorizes transactions, builds monthly budgets, cancels subscriptions, offers AI financial advice, tracks portfolio performance, models market shifts, and supports shared dashboards for couples, with tax an

StockInsights.ai uses AI to analyze U.S. and Indian public company filings and earnings transcripts, producing concise summaries and tag‑based insights. It offers alert criteria, a portfolio dashboard, and RESTful APIs for seamless research integration.

Coinfeeds AI supplies AI agents for crypto exchanges and funds, offering portfolio monitoring, personalized news feeds, and NLP‑as‑a‑Service. It integrates with existing data feeds and can be role‑specific, delivering actionable insights to improve crypto decision‑making.

DeepNewz Market Brief aggregates news and market data, applying NLP to produce personalized digests. It offers daily summaries of stock movements, economic indicators, and global events with customizable topic filters for finance, politics, tech, and world news.

Textraction converts raw text into structured data by extracting user‑defined entities via a JSON schema. It returns JSON with fields like price, location, and bedroom count, and works across real‑estate, CVs, finance, and more, integrating smoothly with automation tools.

Budget Tracker & Planner is a free online money management tool that tracks financial transactions, monitors spending, and offers insights on monthly habits.

Thunderbit automatically extracts structured data from websites, PDFs, images, and documents using natural‑language column definitions, supports multi‑page scraping, offers templates for e‑commerce and real‑estate sites, and exports to Google Sheets, Airtable, and Notion.

StockGPT is an AI‑powered research platform that aggregates earnings releases, quarterly reports, and transcripts for all S&P 500 and Nasdaq firms. Users query, receive concise summaries, and compare performance across quarters or years using advanced filters.

Quantum AI is a free, web‑based platform that matches learners to certified financial educators for structured courses on stocks, commodities, forex, and other instruments. The algorithm personalizes content, supports multiple languages, and safeguards user data with encryption.

NeuralText aids creators and marketers in generating, researching, and optimizing content. It clusters keywords, analyzes SERPs, offers AI writing tools, and connects to Google Search Console for performance insights, supporting multiple languages.

The AI tool provides a curated selection of recent news articles about various stocks and investment opportunities to inform users' investment decisions.

InciteAI is an AI investment tool that streamlines stock and crypto trading through real-time insights, accurate financial guidance, and sophisticated stock forecasts, all powered by its robust data analysis algorithm spanning decades.

ccMonet AI Finance Assistant automates bookkeeping for SMEs by extracting multilingual receipts, invoices, and bank statements, mapping them to charts of accounts, reconciling transactions in real time, and delivering up‑to‑date P&L, cash‑flow dashboards, and tax‑ready reports.

Semantic Scholar indexes 230 million papers, offering AI‑powered semantic search that prioritizes relevance and citation impact. It provides contextual PDF annotations, a developer API, and export options for literature reviews, grant research, and teaching.

'Freshly.ai's AI Competence tool delivers instant, AI-generated stock reports on leading companies like Apple and Tesla. It showcases GPT model capabilities in beta version, exploring the evolving AI landscape with caution due to potential data biases or errors.'

Mool.ai delivers AI‑powered, structured analysis for over 50,000 listed and private companies, offering forensic financial reviews, KPI‑linked valuations, ESG and risk stress tests, and instant sector views and peer benchmarks across 90+ countries for investment teams.

TXYZ offers AI‑powered help for reading, problem solving, and knowledge workflows, with file upload and analysis of academic papers, a searchable scholarly library, a writing agent for up to five pages, precise document citations, and private data handling.

Texts AI Tool unifies messaging across platforms, prioritizing privacy. Features include AI-driven chat summaries, message translation, stealth mode, scheduling, and customizable UI for optimized and personalized communication. (tool_description from startwithtexts.com)