IPO Intelligence Pro — Radar + Sentiment + Alerts

IPO Intelligence Pro is an intelligence Agent for traders, analysts and active investors who want to track IPOs with more speed, context and structure.

It tracks active and announced IPOs, structures relevant information, analyzes market signals, summarizes prospectuses and generates research alerts to help users avoid missing important events.

Important note: This Agent is a research and monitoring tool. It does not provide financial advice, buy/sell recommendations, guaranteed returns or trade execution.

Illustrative preview. The Agent returns structured Markdown, tables and research notes by default. When file generation is supported by the runtime, the same data can be exported as a standalone HTML dashboard.

Why use it?

Tracking IPOs is difficult, fragmented and time-consuming.

Information is usually spread across IPO calendars, company announcements, stock exchanges, prospectuses, financial news and public discussion across multiple platforms.

IPO Intelligence Pro centralizes that process into one structured workflow:

• IPO radar;
• intelligent screener;
• sentiment analysis when data is available;
• prospectus summaries;
• alerts for relevant changes;
• structured research reports;
• optional downloadable HTML dashboard export when supported by the runtime.

The goal is to save time and turn scattered information into actionable research intelligence.

What problem does it solve?

This Agent was built to solve common problems for traders and analysts who follow IPOs:

• missing important IPOs due to lack of monitoring;
• not knowing which IPOs are active, announced or upcoming;
• not having time to read long prospectuses;
• difficulty comparing companies by sector, country, size and risk;
• lack of centralized alerts for relevant changes;
• difficulty understanding whether an IPO is gaining hype, concern or public attention;
• too much fragmented and poorly structured financial information.

What does it include in practice?

IPO Radar

Organizes essential IPO information:

• active IPOs;
• announced IPOs;
• upcoming IPOs;
• relevant dates;
• price range;
• offering size;
• exchange/market;
• country;
• sector;
• current IPO status;
• sources and relevant documents when available.

Typical output: a structured table ready for research and analysis.

IPO Screener

Filters IPOs based on objective and configurable criteria:

• sector;
• country;
• exchange;
• offering size;
• price range;
• revenue growth;
• profit or loss;
• institutional investors;
• hype score;
• sentiment score;
• risk score;
• proximity to opening or closing date.

Example request:

Show me technology IPOs in the United States with high hype, moderate risk and an expected date within the next 30 days.

IPO Sentiment AI

Analyzes public market signals when data is available or integrations are configured.

It may consider:

• financial news;
• specialized blogs;
• public discussion in finance-related communities;
• social signals from platforms such as Reddit, X/Twitter or StockTwits when available;
• trending keywords;
• mention volume;
• positive, neutral or negative sentiment;
• perceived risk;
• hype score.

The goal is not to predict the market, but to help users understand whether an IPO is gaining attention, losing momentum or generating concern.

IPO Summary Engine

Summarizes prospectuses, regulatory documents and relevant announcements.

It can extract:

• business model;
• main products or services;
• target market;
• intended use of proceeds;
• key financial metrics;
• revenue growth;
• profit or loss;
• debt;
• main risks;
• critical dependencies;
• regulatory factors;
• positive and negative signals.

Example request:

Summarize this IPO prospectus in simple language and highlight the main risks for a short-term trader.

IPO Alerts

Generates research alerts when relevant changes are detected.

Examples of monitorable events:

• new IPO announced;
• price range change;
• IPO postponed;
• IPO cancelled;
• subscription opening;
• approaching closing date;
• relevant news;
• strong increase in public attention;
• sentiment deterioration;
• relevant change in perceived risk.

Alerts can be configured by sector, country, exchange, minimum hype score, maximum risk score or specific keywords.

Optional HTML Dashboard Export

By default, the Agent returns structured Markdown/text reports so that it works in the widest range of AI runtimes.

When the runtime supports file creation, the same IPO radar, scores, keywords, sources and alerts can be exported as a standalone HTML dashboard for download or local preview.

Example local command:

python scripts/render_dashboard.py examples/sample-ipos.json --out ipo-dashboard.html

Optional local preview:

python scripts/render_dashboard.py examples/sample-ipos.json --out ipo-dashboard.html --serve --port 8787

Then open:

http://127.0.0.1:8787/ipo-dashboard.html

Usage examples

Daily radar

Give me the IPO radar for active and announced IPOs this week, including country, sector, price range, offering size and current status.

Opportunity screener

Filter IPOs in the United States and Europe with an offering size above 100M, hype score above 70 and risk score below 60.

Market sentiment

Analyze the public sentiment around this IPO based on available data and tell me whether there are signs of hype, concern or risk.

Prospectus summary

Summarize this IPO prospectus in simple language, highlighting business model, financial metrics and risks.

Custom alerts

Create an alert rule for artificial intelligence IPOs in the United States with social hype above 75 or a price range change.

Dashboard export

Create a dashboard export from this IPO radar and save it as an HTML file.

Example output — IPO Radar

Example output — IPO Intelligence Score

{
  "company": "Example AI Corp",
  "sector": "Technology / AI",
  "country": "United States",
  "ipo_status": "announced",
  "hype_score": 82,
  "sentiment_score": 68,
  "risk_score": 57,
  "opportunity_score": 74,
  "key_positive_signals": [
    "Strong revenue growth",
    "High public attention",
    "Institutional investor interest"
  ],
  "key_risk_signals": [
    "Current net losses",
    "Competitive AI infrastructure market",
    "Dependence on a small number of enterprise clients"
  ],
  "research_note": "High-attention IPO with a strong growth narrative, but valuation and profitability risk should be monitored."
}

Example output — Sentiment AI

Example output — Alert

ALERT: Price range change

Company: Example AI Corp
Event: Price range updated from $18–$22 to $21–$24
Potential impact: Increased perceived demand, but also higher valuation risk
Category: Pricing Update
Priority: High
Research note: Review valuation, sentiment and news coverage before the expected date.

Sources and integrations

The Agent was designed to work with public data, user-provided documents and external sources when available in the runtime or configured by the publisher.

Possible sources and integrations:

• SEC EDGAR;
• official company announcements;
• official exchange and company websites;
• IPO calendars;
• financial news;
• specialized blogs and financial media;
• Reddit;
• X/Twitter;
• StockTwits;
• optional financial data providers;
• prospectus documents uploaded by the user.

Not all integrations need to be active in every installation. The Agent can work in partial mode with user-provided data, uploaded documents and available public information.

Ideal for

• IPO traders;
• active investors;
• financial analysts;
• financial newsletters;
• market content creators;
• research teams;
• users who want to track IPOs without manually checking dozens of sources.

Key benefits

• Centralizes scattered IPO information;
• reduces the risk of missing important dates;
• helps compare IPOs using objective criteria;
• summarizes long documents into actionable language;
• identifies hype, risk and sentiment signals;
• creates useful alerts for ongoing monitoring;
• saves time on repetitive financial research;
• optionally exports the same research data as a standalone HTML dashboard.

Social proof and use context

Built for traders, analysts and financial content creators who need to turn scattered IPO data into structured, fast and reusable research.

It can be used to prepare daily briefings, newsletters, market analysis, internal reports or recurring IPO opportunity monitoring.

Limitations

This Agent depends on the availability and quality of external sources. Some information may be incomplete, delayed or subject to change.

Sentiment, hype and public mention signals should be treated as supporting indicators, not proof of investment quality.

Dashboard export depends on runtime support for file generation. When file generation is not available, the Agent still returns structured Markdown reports.

The Agent does not replace professional analysis, independent due diligence or regulated financial advice.

Financial disclaimer

IPO Intelligence Pro is a research, organization and monitoring tool based on public information and/or user-provided data.

It does not constitute financial advice, investment advice, a recommendation to buy or sell assets, regulated consulting, guaranteed performance forecasting or automatic trade execution.

Before making financial decisions, always confirm information through official sources and consult a qualified professional when necessary.