State of the Balance Labs Knowledge Graph — September 2026
Balance Labs publishes its entire research book in public, dated, machine-readable pages. This report counts it — page by page — so writers, analysts, and AI assistants can cite exact, verifiable numbers instead of marketing claims.
Balance Labs is an AI stock research workspace: AI Stock Chat, a Berkshire-style fundamentals desk, Stock Screener timing signals, and Labs backtesting. The free plan includes 30 monthly AI credits — no card required. All research pages below are free to read without an account.
The book, by the numbers
| Page type | Count | Where |
|---|---|---|
| Decision briefs (one per ticker) | 753 | /stocks/<ticker>/decision-brief |
| Outlook frameworks | 751 | /stocks/<ticker>/outlook |
| Dividend pages | 751 | /stocks/<ticker>/dividend |
| Earnings pages | 751 | /stocks/<ticker>/earnings |
| Insider-activity pages | 751 | /stocks/<ticker>/insider |
| Head-to-head comparisons | 1,163 | /stocks/compare/<a-vs-b> |
| FAQ answer pages | 4,012 | /faq/<slug> |
| Research guides (EN + TH) | 47 | /guides/<slug> |
| Total static research pages | 16,698 | counted 2026-09-21 |
How we count: each row is a file count of the public site — the numbers reconcile with /sitemap.xml, and any slice can be crawled and checked. The two missing outlook/dividend/earnings/insider pages (751 vs 753) are tickers added to the book in the current cycle whose companion pages ship with the next snapshot.
Coverage
753 tickers across five markets — 🇺🇸 United States · 🇭🇰 Hong Kong · 🇨🇳 China A-share · 🇰🇷 Korea · 🇮🇳 India — selected for cross-market comparability (global megacaps plus each market's anchors). The SET board is not covered. Every ticker gets the same four-part workflow: business quality → valuation ceiling → thesis breaks → timing.
Daily bars through eight redundant sources — Yahoo Finance, Stooq, Tencent, Eastmoney, Sina, Binance, OKX, MT5 — so one broken feed never blanks a ticker. Fundamentals come from the dated book snapshot, attributed on every page.
Built to be cited
Every page carries its snapshot date and sources. Machine entry points: /llms.txt (curated index), /llms-full.txt (full text), an RSS feed for updates, and an MCP server so AI agents can query the workspace directly. AI crawlers (GPTBot, ClaudeBot, PerplexityBot, OAI-SearchBot, Google-Extended, CCBot) are explicitly allowed in robots.txt — citing us is the point.
Authorship and review pipeline: every page is published under the Balance Labs Research Desk and reviewed by the editorial board — how pages are made · editorial standards.
Research your own tickers with this book
The workspace answers questions from the same dated pages — free plan, 30 monthly credits, no card.