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Documentation

A practical guide to QuarterlyIQ: what each surface means, how to read the badges and briefs, and how we keep the AI honest. For a metric-by-metric reference (fair value, what's priced in, fragility, the quality screen, factor signals, and more), see Metrics & Methodology.

Getting Started

What is QuarterlyIQ?

QuarterlyIQ watches the stocks, funds, and portfolio you already own, tells you in plain English what changed and what it hinges on, and alerts you when the reason you own something stops being true. It does three things, all on the same data engine:

  • The weekly brief: what changed across your names, ranked, with what to watch next.
  • Thesis monitoring: a living state on every holding (On thesis / Watch / Weakened) plus a rare, real alert when a thesis durably breaks.
  • Honest screening: explore the universe by the same transparent signals the brief uses.

Every number traces to a source you can check (see Coverage & Data Sources), and we never predict price direction (see How We Keep AI Honest).

Who it's for

Self-directed investors who own real positions (typically 10 to 40 holdings across stocks, funds, and ETFs) and don't watch the market all day. It is not built for day trading or millisecond signals; the cadence is weekly with rare real-time interrupts.

How the site is organized

  • My Brief: your landing page after sign-in. The weekly read on your book; everything else hangs off it.
  • My Portfolio: positions, value, risk, and the per-holding thesis states.
  • Research: the watchlist (names you follow but don't own), the screener, and weekly recaps.
  • Stock pages: the deep dive on any covered name.
  • Economy pages: the macro context behind your book; supporting cast, not the star.

No account yet? The live demo runs the real brief on a sample book, or on up to five tickers you enter.


My Brief

The brief answers three questions, in order: Am I okay? Did anything change? What do I need to do? It reads top to bottom in under a minute on a quiet week.

The verdict line

The first line reports what's new since you last looked, not a restatement of everything. “Nothing new since Thursday across your 11 names” means we re-checked everything and found no new changes. Ongoing conditions you've already seen become small chips (“On watch: INTC · since May 6”) instead of nagging in the headline every day. The right side carries your portfolios' value and one-week move.

What to watch this week

The week's dated catalysts for your names: macro releases (CPI, jobless claims, Fed decisions) and earnings for stocks you track. Each card shows our forward read going in, then flips in place to the result when it publishes. Only the current week's events live here; further-out dates live in the calendar at the bottom.

Holdings that changed

Your names split into Needs attention (a thesis state moved, or something material hit) and Quiet this week(no material thesis changes, each carrying its green On-thesis badge). Quiet is a feature: it's the proof we checked.

Market, macro & sector pressure

The backdrop: a market-weather read over the recent sessions (calm / choppy / stormy, with the evidence), how many of the 11 sectors are in headwind vs tailwind, and tiles for rates and inflation with their current stance. This is context for your book, not a generic dashboard.

What happens next

The next real catalysts in delivery order: one card per day that actually has an event (earnings days highlighted). Quiet stretches show as gaps between dates, not as empty boxes.


Thesis Monitoring

Your thesis is the reason you own a stock. QuarterlyIQ tracks whether the business still supports it, and says so with one badge.

The three thesis states

  • ● On thesis (green): the fundamentals still support the reason you own it.
  • ◐ Watch(amber): something durable slipped (for example, financial performance fell below the industry cohort) but it hasn't freshly broken. Worth keeping an eye on, not worth panicking over.
  • ▽ Weakened (red): the reason you own it has durably deteriorated. This is the state that triggers an alert.

States are computed from fundamentals (quality, earnings quality, factor regime), never from price moves. Each badge carries its since-date and the plain-English reason.

Thesis-break alerts

When a holding flips to Weakened, you get a real-time alert naming what changed and why it matters. Alerts are rare by design; a typical stock triggers about one material event a year. We optimize for being right when we speak, not for speaking often, because one false alarm costs more trust than ten good ones earn.

An alert never says sell. It says: the reason you own this changed; re-read it while you still have time to decide.

The all-clear

On broad market drops, the brief tells you the opposite of an alarm: “Markets fell broadly today. We checked your book: your theses are intact. This is noise.” Knowing when not to act is half the value of being watched.


Stock Pages

The four questions

Every stock page is built so you can read four answers straight off the screen:

  • What kind of bet is this? Quality at a fair price, a value setup, a potential value trap, or priced for perfection.
  • What's already priced in? The conditional valuation gap vs peers; never a price target.
  • What are the fundamentals likely to do? The one forecast we can defend: strong earnings quality tends to precede stronger earnings growth. We show the track record behind that claim.
  • What does it hinge on?The conditional thesis, e.g. “lives or dies on the data-center ramp,” with the scenarios that would change the story.

Signals & plain-English reads

Signals are shown as labeled pills (recent performance, value, earnings quality) with plain-English tiers, never one mystery score. Risk is reframed in real dollars: what a $10,000 position typically swings on a normal day and what the worst stretches of the past year would have meant. Changes are ranked by how much they matter, with severity in words, not jargon.

Every read on the page carries a small info icon linking to its full definition. For the complete reference, see Metrics & Methodology.

Management promises

We pull the objectives management states on earnings calls and in filings, then follow each one quarter to quarter and mark it Confirmed or Disproved. A chatbot reads a filing once; we keep score.


Portfolio & Watchlist

My Portfolioholds what you own: positions (pasted or imported), market value, unrealized P&L, how much the whole book swings vs the market, concentration, and worst past drawdown, with a thesis-state badge on every row. The watchlistis for names you follow but don't own; they get the same weekly read and thesis states, so a candidate that quietly breaks never makes it into your book unnoticed.

The brief always reads your owned book first; watch-only names ride along as the radar.


Fund & ETF X-ray

Own an ETF or mutual fund? The X-ray looks through it to the real companies inside: which businesses you actually own, how much of each, where the same name shows up in several funds, and your true sector exposure across every account. Fund holdings then feed the same watch: if a company you hold through a fund breaks its thesis, that still touches your book.


Screener

The screener filters thousands of US stocks by the same transparent characteristics the brief uses: recent financial performance, value, and earnings quality, plus sector regime. It is characteristic-based exploration, not a leaderboard of predictions. We do not claim these stocks will go up; we tested that directly and no honest tool can. Use it to find names matching a profile (“robust quality, reasonable valuation, sector with a tailwind”), then read each one honestly on its stock page. Each column is defined in Metrics & Methodology.


Economy Pages

Macro is the supporting cast: it exists to answer “what does this mean for the stocks I own?”, and the brief pulls its macro context from here automatically.

Dashboard & indicator pages

The economy dashboard puts every major US indicator on one screen: latest value, trend, risk badge, and next release date. Each row opens a deep-dive page (CPI, PCE, GDP, labor, jobless claims, Fed rates, yield curve) with full history, component drivers, consensus expectations, and the AI brief. Jobless claims print weekly, most others monthly or quarterly, the yield curve daily.

Sector regimes

All 11 sectors carry a regime read (tailwind / neutral / headwind) and a lifecycle view of where each sits in its cycle, refreshed as economic data lands. The brief's “sector pressure” section and the screener's sector context both come from here.

The AI field contract

Economy pages carry four AI-written fields, and each label always maps to the same underlying field: Headline (one sentence on the current state), Summary (the why behind it), Momentum (direction and pace of change), and Risk (what could go wrong). If a field is missing you see a dash, never another field silently swapped in.


How We Keep AI Honest

  • We never predict price direction.We backtested our own signals against future price moves and they are a coin flip, consistent with decades of research. Any surface implying a price call would be dishonest, so we don't ship one.
  • Numbers come first.Every AI explanation sits next to the data it describes and is generated only from those numeric drivers. It can't invent sources or figures.
  • Strict field contracts. Labels map to exactly one backend field. Missing data renders as a dash, never a silent substitution.
  • Receipts. Validated claims (like earnings quality preceding earnings growth) are shown with their sample sizes and time periods, including where we have no edge.
  • Precision over noise.Alerts are tuned so that when we speak, it's real. The ambiguous middle becomes a Watch state, never a forced yes/no.

Coverage & Data Sources

QuarterlyIQ covers 4,000+ US stocks across all 11 sectorsand 45+ funds and ETFs. If you add a name we don't cover yet, we automatically start ingesting it.

Everything is built from primary sources:

  • SEC filings: 10-Ks, 10-Qs, 8-Ks, and press releases, read as they land.
  • Earnings calls: transcripts, including the management objectives we track quarter to quarter.
  • Market data: prices, fundamentals, and analyst estimates.
  • FRED / BEA / BLS / Federal Reserve / U.S. Treasury: the official economic series behind the economy pages.

If a reading ever looks wrong or stale, tell us. We'd rather fix it fast than have you trust a bad number.


FAQ & Support

Short answers to common questions live on the FAQpage. If you can't find what you need, contact us.