VOL. XCIV, NO. 247
★ FINANCIAL TOOLS & SERVICES DIRECTORY ★
PRICE: 5 CENTS
Sunday, October 5, 2025
Best Free Calendar Tools for Investors
Every product on this page includes a genuinely free tier, so you can plug trusted calendar software into your workflow without swiping a card.
We filtered our full directory to focus on the 54 free calendar platforms investors lean on today. Community voting keeps the rankings honest, while editorial picks highlight standout experiences for research, screening, and execution. Use this shortlist to compare pricing limits, supported platforms, and capabilities before graduating to paid upgrades.
More ways to explore
Want the full picture? The main category page covers 57 total calendar tools, and the broader Find My Moat directory spans more than 205 investing platforms.
Top 10 picks
10 picks- 1
A global equity research and value-investing platform with robust screening, backtesting, and portfolio tools. Features and data access depend on plan tier—Premium vs. Premium Plus—while enterprise-level users can license data directly via API. Add-ins for Excel and Google Sheets extend workflows, though usage caps apply to lower tiers. Alerts and mobile apps are included across paid plans.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web, Mobile, API - 2
A free research platform for US markets that combines filings, transcripts, ownership dashboards, IPO tracking, and ETF exposure tools. Users can set up near real-time filing alerts, search with advanced operators, and export results to CSV/Excel. CapEdge also connects to Deal Roadshow for access to IPO roadshows. There’s no public API; all functionality is delivered through the web app.
Category votes onlyPricing: FreePlatforms: Web - 3
Dividend-focused web portfolio tracker and screener. Includes IBKR sync (daily for all users, on-demand for Supporter tier), dividend and earnings calendars with iCal export, CSV transaction export, and support for splits and DRIPs. Plan limits apply on portfolios, transactions, and historical horizons.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web - 4
Market data delivered through REST and WebSocket APIs. Plans scale by geography and depth: Starter covers U.S. markets, Premium adds UK/Canada and extended history, and Ultimate unlocks global coverage, transcripts, fund and 13F data, one-minute intraday, and bulk delivery options. Bandwidth and query limits vary by plan.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web, API - 5
A global equities and funds data platform enhanced with AI-driven summaries and Copilot tools. Features range from screeners and dashboards to analyst estimates, ownership datasets, and filings. Plans are gated by data history, AI prompt limits, event counts, and export access. Enterprise unlocks click-through auditability into source filings and U.S. as-reported views, with exports rolling out internationally. The API provides fundamentals, KPIs, and delayed pricing. SOC 2 Type II certified with a public status page.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web, Mobile, API - 6
Global market analytics platform combining screeners, financials, charting, news, and portfolio tools. US equity data is a mix of live and 15-minute delayed quotes, Canada is delayed 15 minutes, and other markets are end-of-day. CSV exports are available, but certain fields such as detailed financials and analyst estimates are restricted. Advisor plans add client portfolio management, custodian integrations, and professional reporting. Options functionality is announced but not yet live.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web, Mobile - 7
Quant research and live-deployment platform with point-in-time fundamentals and estimates. Users can screen, backtest, and simulate strategies, then deploy them live with broker integrations. Supports API access and a no-code desktop DataMiner. FactSet or S&P Compustat licenses are required for full historical fundamentals.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web, Desktop, API - 8
Quartr brings together earnings calls, transcripts, filings, reports, and slides into one platform. The free mobile app is consumer-friendly, while Quartr Pro (desktop) and the API are enterprise products sold on a custom basis. The API is generous—paying customers get effectively unlimited calls, demo accounts are capped, and a 50 rps global rate limit goes into effect in December 2025. Live audio and transcripts are delivered in real time, making it a go-to tool for analysts who don’t want to wait.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web, Mobile, API - 9
One of the largest investor communities online, blending crowdsourced research with data tools. Premium unlocks Quant Ratings and Factor Grades, stock and ETF screeners, advanced comparison tools with Excel/PDF export, broker syncing (via Plaid and SnapTrade), and AI-driven “Virtual Analyst” reports. PRO goes further with curated Top Ideas, Short Ideas, and the PRO Quant Portfolio. Market quotes are a mix of real-time and 15-minute delayed, depending on the exchange.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web, Mobile - 10
A comprehensive equity and ETF research platform. The free site includes screeners, comparisons, corporate actions, and market calendars. The Pro plan unlocks unlimited CSV/Excel downloads, saved screeners, advanced analyst filters, full ETF holdings, and longer financial history. US quotes are real-time via Cboe, while international quotes are delayed or end-of-day. Financials come from S&P Global Market Intelligence, with 5 years shown free and 10 years on Pro.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web, Mobile
- 11
A full-featured US and Canada equity, ETF, and mutual fund research suite. Stock Rover shines with its massive metrics library (up to 700 in Premium Plus), flexible screeners, portfolio analytics, fair value and margin of safety models, and detailed Insight panels with fundamentals, analyst ratings, news, and transcripts. It also offers Monte Carlo simulations, rebalancing tools, and downloadable PDF research reports. Broker sync and CSV imports make it easy to keep portfolios up to date, while exports to Excel or charts let you take analysis anywhere.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web, Mobile - 12
TipRanks is a retail research platform built around analyst rankings, Smart Score ratings, and screening tools. It offers forecasts, portfolios, alerts, and alternative datasets like insider activity and website traffic. Free users get basic access, while Premium and Ultimate tiers add deeper analytics, longer history, Excel/CSV exports, and broker-connected trading via TradeStation.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web, Mobile - 13
A global, multi-asset charting and trading platform with advanced analytics, strategy backtesting, and broker connectivity. Features include Pine Script® v6 for custom indicators, server-side alerts, options chains with strategy builder, and multi-asset screeners. Real-time data feeds are sold as add-ons, with availability and pricing varying by exchange and region.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web, Mobile, Desktop - 14
Real-time options flow and dark-pool analytics built for active traders. Free plans view delayed data; paid tiers stream live flow, with annual plans unlocking data downloads. The public API is sold separately, and “Periscope” (market-wide SPX exposure) is available as an add-on.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web, Mobile, API - 15
REST APIs delivering global market data in JSON and CSV. The free tier allows 25 requests per day, while premium plans remove limits and unlock real-time and 15-minute delayed US equities plus real-time US options. Entitlements and account management are handled through the Alpha X Terminal.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web, API - 16
A widely used technical analysis scanner that integrates directly with MT4/MT5 and other trading platforms. It offers automated chart pattern recognition, volatility forecasts, economic event analysis, and multi-channel alerts. Many features are broker-provided, though a direct-user subscription exists (pricing not publicly listed). Some premium modules, branded as 'Our Favourites (VIP Tools),' include features like correlating alerts. Autochartist was acquired by oneZero in 2025.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web, Mobile, Desktop - 17
Free central bank data portal covering UK interest rates, yield curves, macroeconomic indicators, and daily reference series. The Statistical Database supports programmatic downloads in CSV, Excel, and XML via documented query parameters, while yield-curve data are published daily but not accessible by API. GBP daily spot rates are provided on an indicative basis, typically updated by 09:30 within two working days.
Category votes onlyPricing: FreePlatforms: Web, API - 18
Japan’s central bank portal for monetary policy releases and official statistics. The BOJ-STAT database provides searchable time series, and bulk 'Flat File' downloads make it easy to access major datasets. Release calendars include exact posting times, with many key updates appearing around 08:50 JST.
Category votes onlyPricing: FreePlatforms: Web - 19
Financial news publisher offering both a real-time trading terminal (Benzinga Pro) and licensed data APIs. Subscription tiers progressively unlock tools such as advanced newsfeeds, equity squawk audio, signals, scanners, and calendars. Paid plans include Nasdaq Basic real-time quotes, and optional add-ons like High Beta Squawk. Scanner results can be exported to CSV.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web, Mobile, API - 20
Official BIS portal for global monetary/financial statistics with an SDMX REST API and bulk downloads. Covers international banking (locational/consolidated), debt securities, credit to the non‑financial sector, global liquidity, exchange‑traded & OTC derivatives, Triennial FX/IR derivatives turnover, property prices, consumer prices, effective/bilateral exchange rates, and central bank statistics (policy rates, total assets). Features include a release calendar (with RSS), shareable query links, bookmarks, custom charts/tables, and export to Excel/CSV/PDF. API adheres to the SDMX REST v2.1 spec; formats include JSON, XML, and CSV.
Category votes onlyPricing: FreePlatforms: Web, API - 21
A web-based research suite combining stock/ETF screeners, charts, ratings, watchlists, and trading ideas. ChartMill supports server-side email alerts, custom screeners with advanced filters, and both technical and fundamental data. Analyst estimates and some premium data require a paid subscription. U.S. pre-market and after-hours coverage includes NYSE, NASDAQ, and AMEX.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web - 22
Official CME probabilities for upcoming FOMC decisions, derived from 30‑Day Fed Funds (ZQ) futures. Web tool provides meeting‑by‑meeting probability matrices, comparisons over time, a historical download, and a Dot Plot view. A paid REST API is available for programmatic access. CME documents the probability‑tree methodology clearly; API snapshots update on business days at ~01:45 UTC. Media usage asks attribution to “CME FedWatch.”
Category votes onlyPricing: Free, SubscriptionPlatforms: Web, API - 23
Dividend.com provides tools and research for dividend-focused investors. The free tier includes a screener, news, and calendars, while Premium ($199/year) unlocks model portfolios, curated lists, CSV downloads, payout estimates, ad-free browsing, and detailed DARS™ breakdowns. Quotes are delayed by 24 hours, with financial data powered by Mergent.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web - 24
Web and mobile platform dedicated to earnings coverage. Offers a calendar of upcoming reports, transcripts, AI summaries, and live or replay access to calls. Alerts can be sent via SMS, email, or in-app. A Pro plan is available through in-app purchase ($14.99/month or $99/year), unlocking extra features such as enhanced summaries, transcripts, slides, and reports.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web, Mobile - 25
A long-standing platform (founded in 1998) best known for its proprietary earnings sentiment data and predictive tools. Free members get weekly earnings calendars, daily summaries, and a personal watchlist. Paid Investor Services add the Whisper Report, expanded earnings calendar with implied volatility and average move data, sentiment heat maps, downloads, and more. Trader Service goes further with trading ideas, scores, ratings, and option tools, with a two-week free trial available. Investor pricing is listed at $49.95/month or $499.95/year.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web - 26
Crowdsourced earnings and macro estimates platform. The free community tier lets you view and contribute forecasts, while Premium ($99/month) unlocks the full dataset without contributing, plus screening and alerts. Enterprise clients can access data through real-time APIs, daily FTP feeds, or Excel files. A public REST API exists for community data.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web, API - 27
A multi-asset broker combining traditional investing with social trading. Known for CopyTrader™, Smart Portfolios, and a $100K demo account. In the U.S., stock and ETF trading is commission-free, options trade at zero commission or contract fees, and crypto carries a 1% fee with state restrictions. CopyTrader is limited to crypto in the U.S., while Smart Portfolios require a $500 minimum investment. Copying other traders starts from $200.
Category votes onlyPricing: FreePlatforms: Web, Mobile - 28
The official portal of the European Central Bank, including its Data Portal. Provides free access to monetary policy information, publications, and structured datasets. Data is available through a public SDMX 2.1 REST API with CSV and SDMX-JSON formats, bulk downloads, and chart-level exports. Key scheduled releases include €STR at 08:00 CET, FX reference rates around 16:00 CET, and daily euro area yield curves at 12:00 CET.
Category votes onlyPricing: FreePlatforms: Web, API - 29
Official New York Fed hub for rates, markets operations data, and research indicators. Highlights: reference rates (EFFR, OBFR, SOFR & SOFR Averages/Index), Markets Data Dashboard, SOMA holdings & operations results, Primary Dealer Statistics, GSCPI, SCE microdata, and regional surveys (e.g., Empire State Manufacturing). Markets Data APIs and page-level export tools provide JSON/CSV/XML/Excel programmatic access. Publication times for key rates are stated (e.g., SOFR ~8:00 a.m. ET; EFFR ~9:00 a.m. ET).
Category votes onlyPricing: FreePlatforms: Web, API - 30
The official website of the U.S. central bank. Through its Data Download Program (DDP), the Fed offers public access to many of its most important statistical releases in Excel, CSV, or XML formats. Key datasets include interest rates, the Fed balance sheet, commercial bank assets, foreign exchange rates, industrial production, and financial accounts. The site also hosts FOMC calendars, meeting minutes, press releases, speeches, and other policy materials.
Category votes onlyPricing: FreePlatforms: Web, API - 31
One of the most trusted sources of macroeconomic and market data worldwide. FRED offers free access to charts, releases, Excel add-ins, and a public API. An API key (free) is required, with standard rate limits. ALFRED, the companion service, provides vintage datasets so you can see what was known at any point in time.
Category votes onlyPricing: FreePlatforms: Web, Mobile, API - 32
The official exchange site for Hong Kong. Provides free access to company filings via HKEXnews, corporate calendars, and market alerts. Real-time and historical tick data, as well as full order book feeds, are available through paid HKEX Market Data Services and the Data Marketplace. Quotes displayed on the public website are delayed by at least 15 minutes. Mobile apps include a Stock Options app with real-time options and selected futures data.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web, Mobile - 33
A large multi-asset investing portal offering global quotes, news, calendars, watchlists, screeners, and portfolio tools. The premium tiers (InvestingPro and Pro+) unlock unlimited alerts, advanced screeners, ProNews, deeper financial metrics, export functions, and 10-year history of company financials. Quotes may be delayed depending on the exchange and region.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web, Mobile - 34
U.S.-focused IPO tracker with calendars, profiles, and editorial coverage. Free sections include the IPO Calendar, Pricings, Last 100, and Last 12 Months. Subscriber access unlocks SCOOP Ratings, quiet-period and lock-up trackers, and certain detailed fields on IPO pages. A corporate XML feed is also available for institutional clients.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web - 35
Global macro and market analytics platform with data visualizations, ETF tools, backtesting, and AI-powered earnings summaries. Data downloads are gated to Business plans, while API access is offered as a separate annual plan (API Essential). Annual subscribers also get calendar sync and watermark-free chart exports for commercial use.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web, API - 36
Visual-first stock research platform with two tiers: Starter (free) includes curated charts, 10 years of financials, basic charting, and an earnings calendar. The Plus plan ($468/year) adds a KPI library, 30+ years of financial data, advanced charting, company comparisons, call transcripts, analyst estimates, calendar sync, curated groups, and multiple watchlists.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web - 37
A global financial-news portal from Dow Jones that combines market data, news, analysis, and investor tools. Real-time Nasdaq last-sale quotes are included, while most other intraday prices run on a standard 15-minute delay. Premium newsletters and in-depth articles are gated behind a subscription. Mobile apps extend the experience with push alerts and watchlist syncing.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web, Mobile - 38
Free, ad-supported financial news and market data portal from Microsoft. Watchlists sync across web and mobile when logged into a Microsoft account. Quotes are delayed on most exchanges (10–20 minutes or end-of-day), with Nasdaq last-sale data in real time. Earnings calendar data is powered by Zacks, while fundamentals and charts come from Refinitiv.
Category votes onlyPricing: FreePlatforms: Web, Mobile, Desktop - 39
Nasdaq’s official portal for quotes, news, filings, calendars, and investor tools. Free users can access watchlists, portfolios, and market data, while premium Smart Portfolio (powered by TipRanks) adds broker syncing and advanced analytics. U.S. quotes stream in real time via Nasdaq Basic/NLS, though extended-hours data is typically shown with a 15-minute delay.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web, Mobile - 40
Options strategy builder and unusual flow scanner with plan-based feature tiers. The free plan provides delayed quotes and limited flow. Paid plans unlock real-time builder tools, full unusual flow with alerts, live news, and insider/Congress trades. Live data is available only for non-professional users, with a 7-day free trial on paid plans.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web, Mobile - 41
Analytics platform focused on short interest and securities lending, with additional coverage of options flow, insider trades, analyst views, and index rebalances. Offers a free tier with limited features, plus paid plans (Basic $39/mo, Advanced $129/mo). Options data is sourced from OPRA and requires agreeing to OPRA terms. API access is available with key-based authentication, and an Excel Add-in (beta) supports short interest data.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web, Mobile, API - 42
An AI-augmented investment intelligence platform that combines independent research, data tools, and real-time alerts. Access is plan-gated: the flagship Pro Platform costs USD 10,950/year per user and is available to accredited or professional investors; Premium and Data subscriptions are available on request, while separate offerings exist for Corporate Digital IR and Plus platforms. Mobile apps are available for iOS and Android.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web, Mobile - 43
Charting, scanning, and alerting platform with tiered plans. Free BATS real-time quotes are included for US markets; official add-ons unlock real-time data for US, Canada, and the UK, otherwise data is delayed 15 minutes. Plan limits apply to ChartLists, scans, and alerts. PRO adds 5-second auto-refresh and CSV downloads of historical data. OptionsPlay integration provides options strategy tools, and trading from charts is supported through Tradier. Scans run on daily, weekly, or monthly bars (not intraday).
Category votes onlyPricing: Free, SubscriptionPlatforms: Web, Mobile - 44
EU-built stock research platform focused on U.S. markets. Features real-time options flow (Benzinga), 15‑min delayed dark-pool prints, analyst targets/ratings, hedge-fund 13F explorer, U.S. Congress trades, earnings calendar/news feed, business metrics, watchlists and alerts, plus an AI Agent for conversational research. Market data/fundamentals/ETF analytics are sourced from Financial Modeling Prep; options chains from Intrinio (OPRA). Company is Stocknear GmbH (Siegen, Germany). No public API as of Sept 2025.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web - 45
Stocktwits is a social platform for investors that blends real-time community sentiment with news, earnings calendars, and symbol pages covering both fundamentals and price data. Users can join for free or upgrade to Ad Free or Edge subscriptions, while enterprise clients can request API access. Market data is powered by providers like Xignite, BATS BZX (real-time quotes), Quartr (earnings calls), and CoinGecko (crypto). The developer portal is online but not currently accepting new app registrations.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web, Mobile - 46
Strike.Market is an alternative-data-focused equity research site that combines traditional fundamentals with unique signals like web traffic, app rankings, job postings, and patents. It’s completely free to use, with optional sign-in for personalized feeds and alerts. The platform also provides embeddable earnings-calendar widgets for websites and blogs.
Category votes onlyPricing: FreePlatforms: Web - 47
Global business and markets coverage with a deep Market Data Center. Many articles and tools sit behind a WSJ Digital subscription, though some newsletters remain free. Market data pages attribute pricing and fundamentals to FactSet and Dow Jones Market Data; U.S. last-sale quotes are via Nasdaq, and other quotes may be delayed.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web, Mobile - 48
A free, niche site dedicated to spinoffs and special situations. It maintains curated lists of upcoming and recent spinoffs, often linking directly to investor decks, prospectuses, and filings. The site also offers RSS feeds for SEC prospectus and tender-offer filings, making it a useful resource for event-driven investors. No subscriptions, paywalls, or API access are offered.
Category votes onlyPricing: FreePlatforms: Web - 49
The Ideas Dashboard curates auto-updating lists of themes and events, many refreshed every 15 minutes. Free users can access the latest signals, while Premium unlocks historical datasets (market share, revenue mix, raw materials, sector research, 6,000+ operational metrics), unlimited screener queries, and unlimited alerts. Pricing is very accessible at $4/month or $43/year.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web, Mobile - 50
Trading Economics provides economic indicators, financial market data, forecasts, and news for over 150 countries. Its web and mobile Analytics plans bundle site features, alerts, and research dashboards, while API access is offered separately with usage-based pricing. Streaming feeds for calendars, markets, and earnings require API credentials. Plans range from free website access to professional subscriptions for institutional workflows.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web, Mobile, API - 51
Equity research and portfolio platform with coverage of both India and US markets. Screener alerts, backtests, and data downloads are tiered by plan—for example, screener alerts refresh as often as every 15 minutes on Pro/Pro Plus, backtest limits range from 200 to 1200 per year, and data exports expand from 2,000 rows to unlimited. Excel and Google Sheets integration is available on higher plans, with global access on Pro Plus. Broker sync works with major Indian brokers, and transcripts include AI summaries for faster digestion.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web, Mobile - 52
Equity research and portfolio platform based in Spain, offering global stock and ETF coverage. Features and markets scale by plan: Pro adds a single portfolio, Pro+ expands to unlimited portfolios and positions (with ETF support and a dividend calendar), and Unlimited unlocks worldwide coverage, full screener access, all transcripts, analyst estimates, projection editing, and AI summaries.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web - 53
One of the most widely used finance portals, offering global market coverage, news, screeners, and portfolio tools. A free plan provides core features, while paid Silver and Gold tiers add extras such as research, enhanced filters, and historical data downloads. Real-time vs delayed quotes vary by exchange, and mobile apps support price alerts and personalized news.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web, Mobile - 54
Equity and fund research platform best known for the Zacks Rank system, Style Scores, and detailed earnings analysis. Free users get access to basic screeners and research pages, while Premium unlocks the full #1 Rank list, Equity Research Reports, and 45+ premium screens. The Earnings ESP filter is exclusive to Premium, and Zacks Ultimate bundles all of the firm’s private portfolios. The mobile app includes subscriber alerts and real-time ECN quotes.
Category votes onlyPricing: Free, SubscriptionPlatforms: Web, Mobile
Ready for the full lineup? Compare all 57 calendar tools, including premium upgrades and advanced tiers.
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About Me
Hey! Thanks for stopping by. I'm an independent investor with a soft spot for coding and the stock market - especially value investing (as you can probably tell from the tools I've collected here, haha). Hopefully you'll find something useful or interesting along the way.
Find me here:
- Twitter / X: @Jera_Value
- Substack: Jera Value
Got questions or suggestions? I'm all ears!
Missing a Tool?
Discovered a gem I don't have here yet? Drop the link below and I'll check it out ASAP. Tagging me on X works too! Can't wait to see what you've found!
Starred Tools
These are my top picks. Tools I've tested thoroughly and found to be excellent. They do their job really well, and I use them a lot. If you're not already familiar with them, I highly recommend checking them out.
Tested Tools
These are tools I've tried and found to be solid, but not standout. Think of them as passing an initial quality screen: worth exploring, though not all will be exceptional.
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.