Fey adds Watchlist, News, Alerts, Calendar, News Sentiment, Improved Filings, Transcripts, Analyst Forecasts, Analyst Price Targets, AI Earnings Summary, AI Filings Summary, AI Report, and Factor Exposure coverage that Invesst skips.
VOL. XCIV, NO. 247
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Wednesday, November 19, 2025
Tool Comparison
Fey vs Invesst comparison
Compare pricing, supported platforms, categories, and standout capabilities to decide which tool fits your workflow.
Quick takeaways
Invesst includes Valuation Models, and AI Chat categories that Fey omits.
Fey has a free tier, while Invesst requires a paid plan.
In depth comparison
Fey
fey.com
Desktop‑first investing research app acquired by Wealthsimple on Aug 27, 2025; **standalone Fey service wind‑down on Sep 30, 2025** with automatic prorated refunds. AI is a first‑class capability across Finder (natural‑language screener), Earnings (press‑release summaries in ~0.8s, live calls, transcripts), Filings (on‑demand 10‑K/10‑Q summaries), Portfolio (one‑click ‘Analyze with AI’: strengths/risks, **factor tilts**, opportunities), News (impact scoring & source consensus), and Macro (AI‑synthesized economic overviews).
Categories
Platforms
Pricing
Quick highlights
- Finder (NLQ): type ideas like “undervalued tech with insider buying” or “Nancy Pelosi portfolio”; Fey turns this into an editable screen in ~2s (“Like ChatGPT meets Bloomberg”).
- Earnings ‘at the speed of now’: instant press releases with **AI‑generated summaries** (~0.8s), live calls in‑app, transcripts and transcript summaries.
- Filings ‘Analyze’: **on‑demand AI summaries** of 10‑K/10‑Q with structured sections (revenue, strengths, challenges, risks) to read filings in ~2 minutes.
- Portfolio ‘Analyze with AI’ (one click): benchmarks holdings, highlights **factor tilts** driving returns, flags strengths/risks, scans for **mis‑pricings** (forecasts, price targets, valuation spreads), and prioritizes headlines that could actually move your P&L.
- News intelligence: curated feed, **impact‑scored headlines** and **news consensus** (source transparency), plus watchlist‑aware daily/weekly recaps.
Community votes (overall)
Invesst
invesst.ai
An AI-first research platform with screeners, automated DCF and valuation tools, and real-time market data. The site highlights “Universal Brokerage Integrations” for read-only portfolio insights. Currently in open beta with a “Start for Free” option, though full pricing is only described in the Terms as monthly or annual subscriptions. Security claims include SOC2, ISO 27001, and GDPR compliance, with a linked Trust Report (unverified).
Platforms
Pricing
Quick highlights
- AI-driven investment research with natural-language agents and data-rich search capabilities.
- Automated valuation models including DCF, along with predictive analytics and customizable screeners.
- Real-time market data for stocks and ETFs, plus filtering tools across multiple metrics.
- Portfolio insights through read-only brokerage linking, marketed as “Universal Brokerage Integrations.”
- Public security claims include SOC2, ISO 27001, and GDPR, along with a published Trust Report.
Community votes (overall)
Where they differ
Fey
Distinct strengths include:
- Finder (NLQ): type ideas like “undervalued tech with insider buying” or “Nancy Pelosi portfolio”; Fey turns this into an editable screen in ~2s (“Like ChatGPT meets Bloomberg”).
- Earnings ‘at the speed of now’: instant press releases with **AI‑generated summaries** (~0.8s), live calls in‑app, transcripts and transcript summaries.
- Filings ‘Analyze’: **on‑demand AI summaries** of 10‑K/10‑Q with structured sections (revenue, strengths, challenges, risks) to read filings in ~2 minutes.
- Portfolio ‘Analyze with AI’ (one click): benchmarks holdings, highlights **factor tilts** driving returns, flags strengths/risks, scans for **mis‑pricings** (forecasts, price targets, valuation spreads), and prioritizes headlines that could actually move your P&L.
Invesst
Distinct strengths include:
- AI-driven investment research with natural-language agents and data-rich search capabilities.
- Automated valuation models including DCF, along with predictive analytics and customizable screeners.
- Real-time market data for stocks and ETFs, plus filtering tools across multiple metrics.
- Portfolio insights through read-only brokerage linking, marketed as “Universal Brokerage Integrations.”
Feature-by-feature breakdown
| Attribute | Fey | Invesst |
|---|---|---|
Categories Which research workflows each platform targets | Shared: Screeners, Portfolio, AI Unique: Watchlist, News, Alerts, Calendar, News Sentiment, Improved Filings, Transcripts, Analyst Forecasts, Analyst Price Targets, AI Earnings Summary, AI Filings Summary, AI Report, Factor Exposure | Shared: Screeners, Portfolio, AI Unique: Valuation Models, AI Chat |
Asset types Supported asset classes and universes | Stocks, ETFs | Stocks, ETFs, Cryptos |
Experience levels Who each product is built for | Beginner, Intermediate, Advanced | Beginner, Intermediate, Advanced |
Platforms Where you can access the product | Desktop, Web | Web |
Pricing High-level pricing models | Subscription, Free | Subscription |
Key features Core capabilities called out by each vendor | Unique
| Unique
|
Tested Verified by hands-on testing inside Find My Moat | Yes | Yes |
Editor pick Featured inside curated shortlists | Highlighted | Standard listing |
Frequently Asked Questions
Which workflows do Fey and Invesst both support?
Both platforms cover Screeners, Portfolio, and AI workflows, so you can research those use cases in either tool before digging into the feature differences below.
Which tool offers a free plan?
Fey offers a free entry point, while Invesst requires a paid subscription. Review the pricing table to see how the paid tiers compare.
How can you access Fey and Invesst?
Both Fey and Invesst prioritize web or desktop access. Investors wanting a mobile-first workflow may need to rely on responsive web views.
What unique strengths set the two platforms apart?
Fey differentiates itself with Finder (NLQ): type ideas like “undervalued tech with insider buying” or “Nancy Pelosi portfolio”; Fey turns this into an editable screen in ~2s (“Like ChatGPT meets Bloomberg”)., Earnings ‘at the speed of now’: instant press releases with **AI‑generated summaries** (~0.8s), live calls in‑app, transcripts and transcript summaries., and Filings ‘Analyze’: **on‑demand AI summaries** of 10‑K/10‑Q with structured sections (revenue, strengths, challenges, risks) to read filings in ~2 minutes., whereas Invesst stands out for AI-driven investment research with natural-language agents and data-rich search capabilities., Automated valuation models including DCF, along with predictive analytics and customizable screeners., and Real-time market data for stocks and ETFs, plus filtering tools across multiple metrics..
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Curation & Accuracy
This directory blends AI‑assisted discovery with human curation. Entries are reviewed, edited, and organized with the goal of expanding coverage and sharpening quality over time. Your feedback helps steer improvements (because no single human can capture everything all at once).
Details change. Pricing, features, and availability may be incomplete or out of date. Treat listings as a starting point and verify on the provider’s site before making decisions. If you spot an error or a gap, send a quick note and I’ll adjust.