What is Notch ?
Driven.ai is your essential AI investing partner, grounded in trusted data and specialized analysis. It solves the critical problem of market noise and superficial data analysis by delivering fast, clear, and actionable insights, revealing what’s truly driving market momentum for serious investors and analysts.
Key Features
Driven.ai combines institutional-grade data ingestion with next-generation AI analysis to give you a decisive edge in market research.
📈 Real-time Global Quotes: Access free, real-time coverage for over 70,000 global stocks. We ensure you have immediate access to the necessary data points without delay, allowing for timely decision-making regardless of the market you follow.
📰 Wall Street–Grade News & Sentiment: Cut through the noise with high-quality coverage aggregated from over 5,000 news sources and social media streams. This system provides comprehensive context and surfaces timely market chatter and sentiment that often moves prices.
🧠 Next-Gen Chart Interaction: Move beyond static visualization. Our interactive charts are purpose-built for investing, allowing new interactions that instantly trigger AI answers for deeper research. This integrated approach generates diverse contexts required by the AI to deliver profound, relevant answers.
📧 Personalized Market Wrap: Stay informed with tailored daily and weekly briefings. Receive concise summaries of key market events and critical updates specific to the companies and sectors on your personal watchlist, ensuring you start the day with focus.
Use Cases
Driven.ai is designed to integrate seamlessly into the demanding workflow of an active investor, transforming raw data into practical, investable insights.
Accelerate Due Diligence
When researching a new stock, use the Next-Gen Chart to identify a recent price movement, then instantly prompt the AI agent for underlying causes. Driven.ai will combine real-time filings (like SEC 10-K or 10-Q), relevant news, and social sentiment to provide a structured, analyst-level summary, immediately cutting days off traditional research time.
Validate Investment Theses
If you suspect management is overstating growth, task the AI with analyzing the latest earnings report. Driven.ai applies the Investible Insights Benchmark—connecting financials, competitive dynamics, and sentiment—to help you spot sustainable growth versus temporary margin boosts, providing a differentiated view that goes beyond surface-level summaries.
Monitor Real-Time Market Shifts
Leverage the integrated Social Signals feature to track timely chatter across X (Twitter) finance streams. Instead of relying solely on delayed news wires, you can monitor rapid shifts in market sentiment and emerging narratives, allowing you to react quickly to trends before they become widespread news.
Why Choose Driven.ai?
Driven.ai is purpose-built for financial analysis, delivering performance and reliability that general-purpose Large Language Models (LLMs) cannot match. Our advantage stems from specialized data sources, optimized parsing, and a rigorous, investor-centric evaluation framework.
Superior Performance Validated by Real-World Benchmarks
We don't just rely on general LLM benchmarks. Driven is tested against the proprietary Investible Insights Benchmark, a framework developed alongside Stanford researchers and industry veterans. This benchmark tests the AI’s ability to perform day-to-day tasks of a junior equity analyst, focusing on actionable investment decisions, not trivia.
| Benchmark Task | Driven Score | Comparative LLM Score | Advantage |
|---|---|---|---|
| Quantitative Retrieval | 62.64 | Perplexity: 42.34 | Greater precision in numerical data extraction. |
| Financial Modeling | 62.64 | Gemini 2.5: 44.57 | Stronger handling of complex financial data sets. |
| Analytical Precision | 62.64 | GPT-5 (Web): 60.65 | Outperforms in accuracy, speed, and cost for equity analysis. |
Direct Retrieval from SEC Filings
While most general AI models rely on secondary search results that often pull incorrect or outdated documents, Driven ensures accuracy by pulling data directly from regulatory sources like SEC 10-Ks and 10-Qs. This reliable document retrieval is fundamental to building credible investment models.
Expert-Level Interpretation and Context
Driven's analysis is structured around five core evaluation dimensions, ensuring the output is truly useful:
- Accuracy: Explicitly states the time range, fiscal quarter, and data source to enhance user trust and verifiability.
- Logical Coherence: Provides quantitative or qualitative support to substantiate its points, ensuring a clear, reasoned structure.
- Thoroughness: Interpretation goes beyond mere metrics listing, providing necessary broader context for decision-making.
Conclusion
Driven.ai provides the speed, accuracy, and depth required for modern financial research. By combining real-time data integration with an AI agent rigorously tested on the Investible Insights Benchmark, you gain access to actionable, differentiated perspectives that cut through market noise.
More information on Notch
Launched
2025-05
Pricing Model
Freemium
Starting Price
Global Rank
408794
Follow
Month Visit
49.3K
Tech used
Top 5 Countries
93.75%
5.91%
0.25%
0.09%
United States
India
Canada
Indonesia
Traffic Sources
3.56%
0.96%
0.08%
10.52%
6.43%
78.44%
social
paidReferrals
mail
referrals
search
direct
Source: Similarweb (Nov 28, 2025)
Notch was manually vetted by our editorial team and was first featured on 2025-11-28.
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