Nine AI analysts argue about a stock so you don't have to.
Fundamentals, valuation DCF, technicals, sentiment, events, flows, macro, governance
and risk — each judged by its own specialist agent, attacked by an adversarial bear agent,
then scored by a deterministic rubric. Every claim links to its evidence.
◆ Two independent verdicts: SHORT_TERM (2-8wk) & LONG_TERM (3-5yr)
◆ Nine specialist agents, an adversarial Bull vs Bear debate, and a verification gate that strips unsourced claims
◆ A Founder Desk that answers only from the company's own filings & calls — every claim source-linked
◆ An AI advisor that cites its sources & charts its own answers
◆ Trade journal with daily P&L and a dashboard-style Excel export
◆ A decision layer — position sizing, exit strategy, and asymmetric regret framing on every call
Free tier: 20 credits/day, 200/month. No card required.
Everything one research desk should have
Eight capabilities, each backed by its own contract, its own evidence, and its own
confidence score — not one model asked to do everything at once.
⚖
Nine-agent pillar analysis
Fundamentals, valuation (scenario DCF), technicals, sentiment, events, flows, macro,
governance and risk — each scored independently, then combined by a deterministic,
auditable rubric. The model explains the score; it never picks it.
⚔
Bull vs Bear AI debate
A genuine back-and-forth: the bear attacks the bull's actual argument, the bull
answers back, and an impartial judge — blind to both agents' instructions — scores
the exchange. "Too close to call" is a legitimate verdict.
🏛
Founder Desk
Ask a company why you should invest. Answers are drafted only from its own filings,
earnings calls and investor letters, then a verification gate strips any claim, quote
or chart figure that can't be traced to a source.
🔎
Research desk — 8 more tools
Hidden Risk Detector, Earnings Call Analyzer, What Changed Recently, Leadership Track
Record, News Impact Score, Explain Like I'm 15, Similar Companies, Contrarian
Detector — each a live web-research call with its own confidence rating.
🧬
Stock DNA
A nine-trait fingerprint — growth, profitability, returns, leverage, cash quality,
stability, resilience, value, momentum — computed deterministically, free, with zero
model involvement, so two companies are always measured the same way.
💬
AI financial advisor
A chatbot scoped strictly to investing questions, with session history, cited
sources, an optional deep-research mode, follow-up suggestions and charts drawn
directly into its own answers.
📓
Trade journal
Log trades with full buy/sell validation, see live daily P&L and concentration
risk, and export everything as a formatted Excel workbook with its own dashboard
sheet, charts and formulas.
🔐
Transparent usage, real security
A visible daily/monthly credit meter, tiered plans, email verification enforced
server-side, and a strict content-security policy — nothing about how the system
reasons is ever exposed to the page you're looking at.
See it in action
Real output from the live system — nothing staged.
The short version of our research methodology — the rules that make the
output checkable rather than just confident-sounding.
01
Python computes. The model only judges.
RSI, DCF, beta, drawdown, growth rates — every number is produced by unit-tested
deterministic code and handed to the agents as a fact. A numeric claim that isn't in
an agent's input is treated as a bug, not a feature.
02
Nine specialists judge independently.
Each pillar agent only sees its own slice of data and produces its own confidence
and coverage score — so a thin-data pillar can't quietly drag down one everyone
trusts.
03
An adversarial pass, on purpose.
The bear case is not a paragraph added for balance — it's produced by a separate
agent explicitly instructed to try to kill the investment thesis, using the bull's
own argument as its target.
04
A verification gate strips what isn't grounded.
Before anything reaches you, every claim, quote and chart figure is checked against
its cited source. What fails is dropped and logged — not smoothed over.
05
A deterministic rubric decides — not the model.
The final action comes from a documented, tunable weighted rubric in code. The
model explains the number; it never gets to pick it. Confidence is calibrated from
evidence coverage, freshness and inter-agent disagreement — and the system can
abstain outright when the data doesn't support a call.
About
Equity Analyst is a multi-agent AI research system for
Indian (NSE) and US equities. It doesn't ask you to trust a single confident answer — it shows
you the evidence behind every claim, and tells you what it removed when the evidence didn't hold.
We've sent a verification link to
. Open it, then come back and continue.
Your account can't run analyses or spend credits until
it's verified — this keeps the service usable for everyone.
Equity Analyst
Before you continue
Please read and accept the terms below. You won't be
asked again unless they materially change.
1. Research tool, not investment advice
Equity Analyst ("the Service") produces automated, AI-assisted research and analysis for
informational and educational purposes only. Nothing generated by the Service — including
verdicts, scores, price levels, exit strategies, chat responses, or any other output —
constitutes investment, financial, legal, tax, or professional advice, nor a recommendation
or solicitation to buy, sell, or hold any security or financial instrument. The Service does
not act as, and nothing herein creates, a fiduciary, advisory, or broker-client relationship
between you and the Service, its operator, or any contributor to it.
2. No warranty of accuracy or completeness
Output is generated by large language models and deterministic computations over
third-party data feeds (including delayed market data — see the "Live · delayed" label on
every quote) that may be incomplete, delayed, restated, or in error. AI-generated content can
be factually wrong, internally inconsistent, or based on stale information despite
reasonable safeguards. The Service is provided "as is" and "as available," without warranty
of any kind, express or implied, including without limitation warranties of accuracy,
merchantability, fitness for a particular purpose, or non-infringement.
3. You bear all decision risk
You are solely responsible for any investment, trading, or financial decision you make,
whether or not informed by the Service, and for evaluating the accuracy, completeness, and
suitability of any output before relying on it in any way. Past performance, backtested
results, or historical statistics referenced by the Service are not indicative of future
results. You should independently verify material facts and consult a SEBI-registered
Investment Adviser or Research Analyst, or another qualified professional, before making any
investment decision.
4. Limitation of liability
To the maximum extent permitted by applicable law, the Service, its operator, and its
contributors shall not be liable for any direct, indirect, incidental, special,
consequential, or exemplary damages — including without limitation trading losses, lost
profits, or lost opportunity — arising out of or in connection with your use of, or
inability to use, the Service, whether based on warranty, contract, tort, or any other legal
theory, even if advised of the possibility of such damages.
5. Account, credits, and data
Access is metered by a credit system described in the Plans screen; unused credits carry no
cash value and are not refundable. Your email address, usage activity, and any content you
submit (trade logs, chat messages, research queries) are stored to operate the Service and
are not sold to third parties. You may request deletion of your account and associated data
at any time by contacting the operator.
6. Governing law
These terms are governed by the laws of India, without regard to conflict-of-law
principles, and any dispute arising from your use of the Service shall be subject to the
exclusive jurisdiction of the courts at the operator's place of business.
7. Changes
These terms may be updated from time to time. Material changes will require renewed
acceptance before continued use of the Service.
Plan—
Daily —
Monthly —
Stock
★ Favourites
All stocks
Breadth Barometer
how this works ⓘ
Reading the market…
🔥 Today's movers — not sure what to pick? Try one of these
01
Pick your market and search any listed stock — star the ones you track.
02
9 pillar agents + an adversarial bull/bear pair analyze it in ~30 seconds.
03
Deep research scans the live web: vision, competitors, positives & negatives.
Fetching prices, fundamentals, holdings, news…
9 pillar agents scoring in parallel…
Bear agent attacking the bull case…
Deterministic rubric computing verdicts…
Deep research
Live web scan: company vision, domain trends, competitors, and what could go right or wrong.
Scans the live web for vision, competitors, positives and negatives. Costs credits, so it only runs when you ask.
Researching the live web — usually 15-30 seconds…
Company
Matches
Not sure what to pick? Browse by sector
A curated, editorially-selected shortlist of NSE companies
per sector — not the full market (see why in the info tooltip). Each is scored 0-100 with the same
deterministic fingerprint Stock DNA uses; the highest scorer is marked Recommended. Deterministic,
free — no LLM call.
ⓘ
Pick a sector and hit Screen.
Pick a company above to unlock the research desk — specialist
tools that go well beyond a price chart.
🔥 Today's movers — not sure what to pick? Try one of these
Research desk
Each tool runs live web research and reports its own confidence. Nothing is asserted
without a source. Pick a card to run it, or reopen anything you've already generated below.
Add a stock (2-5)
Matches
Two to five tickers, side by side — real numbers, no
narrative. Priced per stock compared, since each extra ticker is its own fetch.
Pick at least 2 stocks to compare.
Company
Matches
Founder & Management Desk
Pick a company, then ask management why you should invest.
Every answer is built only from the company’s own sourced statements.
🔥 Today's movers — not sure which company to ask? Try one of these
How this works
A retrieval agent pulls the company’s annual report, earnings calls, filings and
executive statements. A composer drafts the answer using only that material.
A verification gate then strips every claim, quote and chart data point that cannot
be traced back to a source.
Why it’s not a fake founder
This desk answers as the company’s investor-relations function, not as an
impersonation of a real person. Executives’ own words appear only as
marked verbatim quotes with a link to where they said it — never invented,
never paraphrased into quotation marks.
AI Financial Advisor
Investing questions only. Answers cite their sources.
Log a trade
Portfolio P&L
Log a trade to see live P&L.
Concentration & correlation
See how concentrated your book really is — position count is not diversification.
Trade log
No trades logged yet.
Portfolio digest
Rule-based flags per holding — near a 52-week extreme, RSI
stretched, earnings coming up, down from your own cost basis. Deterministic, free — no LLM call.
Log at least one open position to see its digest.
Why did my portfolio move?
Live web research on whichever 3 holdings moved your day P&L the
most today — not every holding, just the ones that actually mattered.
Earnings calendar
Next earnings date across your holdings and starred stocks,
soonest first. Deterministic, free — no LLM call.
No holdings or starred stocks yet.
Your track record
Every Analyze call made on your account, checked
against what the price actually did afterward — not the whole system's aggregate, just yours. Only
calls old enough to have reached their own stated review date are graded.
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Your alerts
Price and RSI alerts, checked every 30 minutes — emailed once
when they fire. Set one from the 🔔 button on any stock's Analyze page.
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About Equity Analyst
Equity Analyst is a multi-agent AI research system for Indian
(NSE) and US equities. It doesn't ask you to trust a single confident answer — it shows you the
evidence behind every claim, and tells you what it removed when the evidence didn't hold.
Nine specialist agents
Fundamentals, Valuation (scenario DCF), Technicals, Sentiment, Events, Flows, Macro,
Governance and Risk each judge the stock independently, then an adversarial Bear agent
attacks the Bull case before anything reaches you.
Python computes, AI interprets
Every number — RSI, DCF, beta, VaR, drawdown, P&L — is computed in unit-tested Python.
The models judge those numbers; they never produce them. A numeric claim that isn't in the
input is treated as a bug.
Verified, not just generated
The Founder Desk retrieves a company's own filings and calls, drafts only from them, then
runs a verification gate that strips any claim, quote or chart figure that can't be traced
to a source. The grounding score tells you how much survived.
The rubric decides, not the model
Final BUY/HOLD/AVOID calls come from a deterministic weighted rubric — auditable and
tunable — not from an LLM's opinion. The model explains the score; it doesn't pick it.
A decision layer, not just a verdict
Position sizing from a Kelly-criterion calculation, a one-page decision memo, an
asymmetric regret framing, and a Devil's Historian that checks this thesis's shape
against known failure patterns — every figure they cite is computed before the model
sees it, never invented after.
Checkable, not just confident-sounding
A "what would flip this call" panel computes the exact pillar-score move that would
change the verdict — not a guess, an equation.
Equity Analyst is a research tool, not investment advice. It produces structured
reasoning with traceable evidence — not predictions. Every decision, and every consequence of
it, remains yours.
What's new
v1.19September 1, 2026
New look. The Equity Analyst logo now appears across the app, with a proper
browser/app icon.
Live ticker tape. A scrolling strip of large-cap prices runs across the top —
hover to pause, click any name to analyze it.
New: Breadth Barometer. A 0-100 read on how broadly the market is advancing
today — 70% how many names are up, 30% how hard they moved. Deterministic and checkable
against the ticker above it, not a black-box "mood" score.
v1.18September 1, 2026
Selling now works from your holdings. Switch to SELL and the stock picker shows
only shares you actually own, with the quantity available on each — no hunting through
the full list. Quantity is capped at what you hold, with a clear message if you go over.
Every table in the app now shares one consistent style — proper headers, aligned
numbers, and readable spacing. The Earnings calendar and Trade log tables in particular
were rendering unstyled.
v1.17September 1, 2026
Much better on phones. Full-width inputs and buttons, one tool card per row,
full-screen dialogs, and right-sized headings throughout.
Fixed the ✕ button on the company field — it now sits inside the field where it belongs.
Fixed the Stock DNA trait bars, which were rendering as blank gaps instead of
coloured score bars.
You'll now always get the latest version right after an update, instead of
occasionally needing a hard refresh.
v1.16September 1, 2026
Long research now runs in the background. Start a Bull vs Bear Debate (or any
tool) and hit "Run in background" — keep using the app, and you'll get a notification in
the corner the moment it's ready, with a button to open it.
Redesigned the sector results table — score bars, a clear top pick, and readable
columns instead of a plain grid.
"Browse by sector" now collapses once you've picked a company, and a new ✕ button next
to the company clears it and brings the sector browser back.
Fixed several layout issues on phones, and tooltips no longer get cut off at the edge
of the sidebar.
v1.15September 1, 2026
Fixed: the Compare and Advisor tabs now use the same full width as every other tab.
Advisor chat history now gets a short, auto-generated title (e.g. "Tata Steel Debt
Risk") instead of showing your raw question in the sidebar.
v1.14August 31, 2026
New in Journal: Portfolio digest — deterministic flags per holding (near a
52-week extreme, RSI stretched, earnings coming up, down from your cost basis).
New: Why did my portfolio move? — live web research on whichever holdings
actually moved your day P&L, not every position.
New: Earnings calendar — next earnings date across your holdings and starred
stocks, soonest first.
New: Your track record — every Analyze call made on your own account, graded
against what actually happened, separate from anyone else's.
New: Watchlist alerts — set a price or RSI threshold on any stock from its
Analyze page; get emailed once when it fires.
v1.13August 30, 2026
Redesigned navigation — the top menu is now a collapsible sidebar on the left,
with icons, a one-click collapse to an icon rail, and a slide-in drawer on mobile.
New sign-in — a 6-digit emailed code instead of a sign-in link, entered on the
same page with a 90-second resend timer. No more switching to your email client.
Added a "Read on Medium" link next to LinkedIn on the About page.
Fixed: Run All Research now includes the Outcome Projector and its price reflects
the full 8-tool bundle.
v1.12August 5, 2026
New in Research: Browse by sector — pick a sector and a market-cap tier
(large / mid / small) and see a scored, ranked shortlist of companies with charts, a
Recommended pick, and PNG/CSV export. Free, instant, no credits.
New research tool: Outcome Projector — pick an amount and see a computed
bear/base/bull range for what that investment could look like in the short term and the
long term, grounded in the stock's own volatility and scenario DCF — always a range
under stated assumptions, never a single guaranteed number.
Fixed: the "What went wrong?" reasons picker in the Advisor chat now always appears
directly under the 👍/👎 buttons instead of at the bottom of the message.
Removed the Track Record tab.
v1.11August 4, 2026
Fixed: the AI Advisor could answer "what's the price right now" or "what's the
latest news" questions from its own outdated training memory instead of real data.
It now automatically looks up the live price, key fundamentals, and dated recent
news for any stock you ask about before answering — every chat mode, not just Deep
Research.
Ask the Advisor to compare stocks (e.g. "TCS or Infosys?") and it now grounds the
comparison in each company's real current numbers.
v1.10August 4, 2026
A refresh icon now sits right next to the live price on the Analyze page, so you can
pull the latest price on demand instead of waiting for the automatic update.
v1.9.1August 4, 2026
"Run all research" now shows the full individual price struck through next to the
discounted price, so the savings are obvious at a glance.
v1.9August 4, 2026
New: "Run all research" on the Research tab — every tool for a stock in one click,
for 30 credits instead of the 35 it costs to run them one at a time.
Fixed: explanation popups throughout the app could get clipped or drift off-screen
near the edge of a card or panel. They now always position themselves to stay fully
visible, everywhere in the app.
Removed the "suggested follow-up questions" from individual research tools — they
now only appear where they're actually useful, in the AI Advisor and Founder Desk.
v1.8.2August 3, 2026
Fixed: the explanation popups on the short-term/long-term verdict cards (composite,
confidence, conviction) were getting cut off on narrower screens, sometimes showing only
the middle of the sentence. They now always render in full.
v1.8.1August 3, 2026
Fixed: the pillar-scores chart on the Analyze page was cramped into too little space,
cutting off labels like "Technical" and hiding "Risk" entirely on normal desktop screens.
It now always has enough room to show all nine pillars clearly.
v1.8August 3, 2026
New decision layer on the Analyze page: a one-page verdict memo, Kelly-criterion
position sizing weighed against your existing portfolio, an asymmetric regret framing,
and a Devil's Historian that checks this thesis's shape against known historical
failure patterns.
New Research tools: Consensus Delta (what does this system know that the current
price doesn't already assume), Timing/Entry (buy now, stagger, or wait for the next
earnings date), and Opportunity Cost (buy this instead of what you already hold).
Bull vs Bear Debate now has a "Referee this debate" option that extracts the handful
of points the whole verdict actually hinges on, instead of you having to read both
sides yourself.
v1.7August 3, 2026
New "Track Record" tab — every verdict this system has made gets checked against what the
price actually did afterward, once enough time has passed to grade it honestly.
Every analysis now shows why the short-term and long-term calls disagree, pillar by pillar,
when they pull in different directions.
New "What would flip this call" panel — the exact, computed pillar-score move that would
change the verdict to the next band up or down.
v1.6August 3, 2026
New: Exit Strategy — a concrete plan for when to get out of a stock you already own, with a short-term (2-8 week) view built from price and technical levels and a long-term (3-5 year) view built from fundamentals and valuation. Available on the Analyze page and as a Research tool.
The sign-in screen no longer shows the email or password from your last session after you sign out.
v1.5August 3, 2026
A one-time disclaimer screen now appears before first use, so it's always clear the Service is a research tool, not investment advice, before you see anything else.
v1.4August 3, 2026
Every report now shows exactly when its data is as of, and flags any fields no source had available for that run — no more wondering how fresh a number is.
Fixed: starring a stock from Research, Founder Desk, or Compare now updates instantly, the same as it already did on Analyze.
v1.3August 2-3, 2026
Sign up with just your email — click the link we send you, no password to invent, nothing to verify separately.
Compare Stocks is now its own tab: line up up to 5 tickers side by side, real numbers only, no narrative.
"Today's movers" — if you don't know what to search for, pick from the day's biggest gainers and losers right on the Analyze and Research tabs.
A live price ticker with the 52-week range, right under the stock name.
Thumbs up/down feedback on Advisor answers now confirms it was received.
v1.2July 29-30, 2026
Light and dark theme — switch anytime from the icon next to your profile; it's remembered next time you visit.
Recent analyses and recent research now sit in a sidebar that stays on screen as you scroll, instead of a scroll-to-the-bottom list.
Cleaned up several confusing or hard-to-read tooltips.
v1.1July 28, 2026
Stock comparison tool: line up several companies' fundamentals, valuation, and risk metrics side by side.
v1.0Initial release
Nine specialist AI agents analyze a stock, argue it out in an adversarial bull vs bear debate, and reach two independent verdicts — a 2-8 week short-term call and a 3-5 year long-term one.
Research desk with ten focused tools: Stock DNA, Hidden Risk Detector, Earnings Call Analyzer, Bull vs Bear Debate, What-If Calculator, and more.
Founder Desk — ask a company's management why you should invest, answered only from their own filings and calls.
AI financial advisor with cited sources and optional deep research.
Trade journal with live P&L and a formatted Excel export.
Plans
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Equity Analyst
