Market Structure Analyst
Describes what the chart shows, and refuses to tell you what to do
The market is moderately concentrated: the top 3 firms hold 74% and HHI is 2,196.
10 firms. HHI is 2,196 (under 1,500 unconcentrated, 1,500-2,500 moderate, over 2,500 high). The top 3 hold 74% of revenue.
Northwind Systems leads with 60.83% of revenue; 2 firm(s) hold 20% or more.
Revenue is not the same as a legal market definition: where customers can switch is not in the data.
Why rows were flagged
- Large share (20% or more)100%
Share held (%)
- Northwind Systems35
- Contoso Cloud25.83
Firms with a large share
| Item | Segment | Value | Rank | Why |
|---|---|---|---|---|
| Northwind Systems | Enterprise software | 35 | 1 | Large share (20% or more) |
| Contoso Cloud | Enterprise software | 25.83 | 2 | Large share (20% or more) |
What to do this week
- Plan around Northwind Systems: it sets the pace with 60.83% of the market.
- Look for the niches the top firms leave: the market has 2 large player(s).
- Track the leaders' share each year: a rising HHI means the market is consolidating.
Do
- Measure share by revenue, and check it with units if you can.
Don't
- Don't treat the long tail as one competitor: many small firms is a different market.
How to improve
- Add the previous year's revenue so the next report can show who is gaining share.
- Add the customers' switching costs so the next report can judge how contestable the market is.
Demo
Overview
Automated chart tools sell signals: buy, sell, target, stop. Two things are wrong with that. Telling someone what to do with their money is regulated investment advice in most markets. And it is false — an indicator is arithmetic on past prices, and dressing it in the language of a prediction is the most expensive lie in retail finance.
This agent describes instead. Where price has ranged and for how long, which levels have actually been tested and how many times, whether volatility has expanded or contracted against its own history, where volume behaved unlike itself, and where the structure it just described would no longer hold.
Every observation carries its sample. A level touched twice is reported as a level touched twice — because a line through two points is not a level, and no tool that draws it confidently will tell you so. It makes no recommendation, sets no target, sizes no position and predicts no price, and it says so in every output. That refusal is what makes it usable by a person who has to answer for the decision.
Benefits
Analysis you can defend
Every statement traceable to the series and its sample size.
The hours of chart reading, done
Structure across many instruments and timeframes, described consistently.
Nothing to be liable for
It describes; you decide. That boundary is what makes it distributable at all.
What it does
Every observation carries its sample
A level touched twice is reported as touched twice. A line through two points is not a level, and confident tools never say so.
Volatility against its own history
Whether the current range is unusual for this instrument, not for markets in general.
Says where the description breaks
The condition under which what it just described stops being true — more useful than the description itself.
Flags data it should not trust
Gaps, thin volume, a series too short to characterise. Bad data produces confident nonsense everywhere else.
Separates observed from inferred
What the series contains, and what someone might read into it, are never in the same paragraph.
Recommends nothing, ever
No signal, no target, no stop, no position size, no price prediction. That is regulated advice, and it is not this agent's to give.
What this changes
What this changes about your week
- It takes over
- Reading charts across a watchlist and writing down what actually changed.
- Done today by
- The trader, every morning, before anything else.
- How often
- Every session, across every instrument watched.
- Typical manual effort
- Reviewing twenty instruments properly is a morning.
Why Finance & Accounting in particular. It reports the sample behind every level. A line through two touches is not a level, and no signal tool will ever tell you that — it will draw it confidently instead.
Runs unattended
Started by you or by an event, and it finishes on its own. Nothing waits for someone to be at a desk.
The same standard every time
The two-hundredth item is held to the bar the first one was. Consistency is the part people cannot sustain.
It cannot act on its own
Market Structure Analyst has no path to sending, spending or committing. That limit is why its output is safe to act on.
How it runs
This agent runs server-side through the PROMIVO runtime. Each run is logged step by step and every tool call is permission-checked before it executes.
- 1InputValidated against the agent input schema
- 2Modelclaude-opus-5 with automatic fallback
- 3Toolsextract_structured_data
- 4PermissionsRuns READ actions automatically; anything higher waits for approval
- 5OutputStructured result matching the output schema
- 6LoggingTokens, duration and every step recorded
Requirements
Integrations
No integrations required.
Before you start
- A price and volume series — OHLCV, any timeframe
- The instrument and the period it covers
- Requires the All-Access plan or higher
Use cases
Morning review
What changed structurally overnight across a watchlist.
Before a decision you have already made
What the data actually supports, and what it does not.
Reviewing your own thesis
Whether the structure you believed in is still there.
Pricing
All-Access
Billed monthly through your PROMIVO subscription. Cancel at any time.
Runs consume your plan allowance for agent executions and tokens. See plan limits
FAQ
Will it tell me when to buy or sell?
No, and be wary of anything that does. Telling a person what to do with their money is regulated investment advice in the EU, the UK and most markets. It describes structure; the decision and the responsibility stay with you.
Does it predict price?
No. An indicator is arithmetic on prices that have already happened. Anything presenting that as a forecast is selling you confidence rather than information.
Does it include market data?
No. You supply the series — an export, an API response, whatever your source is. A tool that quietly re-sold you someone else's feed would be adding a dependency and a licence problem you did not ask for.
Does it work for crypto specifically?
It works on any price and volume series. Crypto's thin books, exchange-specific prints and weekend sessions are exactly why the sample-size reporting matters more there than anywhere else.
Reviews
Reviews open once customers have run this agent.
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