Historical Market Context Engine

Before you take the trade,
see what happened last time.

You already spot the setup — the pattern, the flow, the level everyone's watching. Konseki scans years of market history to find every time a stock looked like this one does right now, then shows you what happened in the days after: win rate, typical move, how often it actually worked. Type a ticker. No spreadsheets, no backtesting scripts.

Start freeHow it works
Global
Equities
coverage †
8×4
Lookback ×
forward windows
Daily
Fresh analysis
every close
AAPL · NASDAQ
Preview · 32 historical matches

Sharp pullback, sharp recovery15-day window through Jul 10, 2026 — a one-day gap down, then a V-shaped run to new highs

Current setup
2026-06-182026-07-10 (latest)
Historical matches

Showing 6 of 32 · full list once you sign up

AMZN · 2019+1.5%
Quality 5/5
RF · 2018-6.6%
Quality 5/5
UPS · 2026-2.4%
Quality 5/5
AZO · 2020-1.2%
Quality 5/5
NVR · 2017+4.7%
Quality 5/5
TSN · 2009+6.6%
Quality 5/5
47%
Positive outcomes
-0.2%
Median move, 5d
High
Reliability, 32 cases
Outcome distribution, 5d
TakeawaySimilar setups appeared 32 times historically, across 31 different stocks. Outcomes were close to a coin flip on direction — but downside tail risk was real, with the weakest historical case at -7.0%.
  • DirectionMixed
  • ConsistencyModerate
  • ReliabilityHigh
  • RiskHigh tail
↓ scroll

Preview of historical output, Jul 10, 2026 — 1 of 8 lookback windows, 6 of 32 matches. Full breakdown once you sign up.

You're already trading off patterns.
Now see the track record behind them.

What your charts alone can't tell you

A chart shows you the setup.
It doesn't show you what happened last time.

TrendSpider, flow alerts, indicator marketplaces, paid Discords — they're all built to help you spot the setup faster. None of them tell you what actually happened the last dozen times a stock looked like this: how often it worked, how big the move was, how far it went against you first.

Konseki runs cross-market pattern recognition every market close — scanning hundreds of symbols and decades of history — and turns it into a plain-language track record for whatever you're looking at right now. Type a ticker. See the history. Updated daily.

Charts & indicators aloneKonseki
✗You spot the pattern✓See what it did last time
✗A gut feel for the odds✓Actual win rate, from history
✗No sense of the sample✓How many times, how recently
✗Guessing where to set a stop✓How far it moved against you before
✗Same setup, every symbol✓A plain-language read on this one
✗Check it yourself, every time✓Pre-computed, updated daily

How the engine works

01 ──
Daily data ingestion
Price history across the full symbol universe, spanning decades. Ingested and normalised every market close.
02 ──
Cross-market pattern matching
Not just within the same ticker — the engine scans every symbol across all history for setups that structurally resemble this one. A broader evidence base means a more reliable read.
03 ──
Outcome analysis
What happened next, computed across every historical match — win rate, typical move, best and worst case, how far it moved against you first. Not a single cherry-picked number.
04 ──
A plain-language read
The result shows up as something you can read in seconds — the setup, the track record, and a straight take on how much to trust it. No spreadsheets, no scripts.

What you get for every symbol

The full range of outcomes, not just an average
A single win rate hides how big the swings actually were. Konseki shows the realistic range — from a bad case to a strong case — so you know what you're actually risking, not just what usually happens.
See exactly how many times this happened
Most pattern tools hand you a call with nothing behind it. Konseki shows the sample it's based on — how many times this setup showed up historically, and across how many different stocks — so you can judge the evidence yourself.
Match quality, not just a list of lookalikes
Not every similar setup is actually similar. Every match is scored across six dimensions — shape, trend, volatility, range, volume, risk — so you can tell a strong analog from a weak one before you rely on it.
How far it moved against you first
The final result only tells half the story. Konseki also shows how far price typically moved against the trade before it worked out — and how far it ran in your favour — so you know what to expect along the way, not just at the end.
A plain-language read on every setup
No dashboards to interpret, no numbers to decode. Every result comes with a short, plain-English take: what the setup is, what happened historically, and how much weight to actually give it.
Direction, consistency, and risk at a glance
Before you dig into any one symbol, a quick read tells you whether the historical outcome leaned up or down, how consistent it was, and how much risk showed up along the way — so you know where to look closer.

How traders use it

Before you enter

You've spotted the setup. See the record before you size it.

You already know what the pattern looks like — the pullback, the breakout, the level everyone's watching. Before you commit capital, pull up the symbol and see how often that exact setup has actually worked historically, and how big the typical move was.

  • →Win rate across every historical match, not a guess
  • →Typical move size and how wide the range really is
  • →A plain-language take on whether the evidence is strong
Check a symbol
Confirming a call

Everyone's flagging the same level. Is the history actually there?

A flow alert fires, a Discord call goes out, an indicator lights up green — but none of them tell you how that signal has actually played out over time. Cross-check it against the historical track record before you follow the crowd.

  • →How many times this exact setup has shown up before
  • →Whether the outcome was consistent or all over the place
  • →A quick reliability read — worth acting on, or not
Check a symbol
Already in the trade

It's moving against you. Is that normal, or a reason to get out?

Every setup gives back some ground before it works, if it works at all. Konseki shows how far price has historically moved against this kind of setup before resolving — so you can tell a normal shakeout from a trade that's actually broken.

  • →How far it typically moves against you before it turns
  • →How far it's run in your favour when it works
  • →Where this move sits relative to the historical range
Check a symbol

Pricing

Start free. Scale when ready.

FreeProCustom
Price$0$12/monthContact us
Best forCasual tradersSerious tradersPower users
Symbol analysis200/monthUnlimitedCustom
Lookback windows15 days onlyAll 8 §All 8 §
Update dailyYesYesYes
Symbol coverageGlobal †Global †Custom †
API—YesYes
Historical snapshots—Contact usContact us
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† Symbol coverage expands automatically as Konseki grows — existing subscribers get expanded coverage at no extra cost.
§ All lookback windows: 5, 10, 15, 20, 25, 30, 40, and 50 days. Full comparison →

Historical market context

You spot the setup.We show you the track record.

Free to check any symbol. No credit card required.

Start freeHow it works