How Market Consultant works

From the morning's headlines to a checked view of a stock.

We read the economic, political and company news, follow commodities and currencies, study each stock's own price history and its reported results — and turn all of it into one research record: where the company stands, the risks, and the range of prices it could reach over the next week. All five inputs are required in every analysis: if one is missing, no analysis is published. Every figure shows its source and date.

Economic, political and company news
Oil, gas and metals
Currency rates
The stock's price history
Official financial filings
Specialist analystseach cites its evidence
Automatic checksinvented figures are blocked
Research recordoutlook, scenarios, risks, dates
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stock exchanges
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companies
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news articles read
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commodity and currency data points
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official filings analysed
01

We read the news — economic, political and company

Interest rates, inflation, trade and tariffs, elections and sanctions, results, deals and lawsuits: we collect the news that can move a company and its market. A relevance filter keeps only what really concerns the company, and the tone of each article is measured, so one loud headline cannot drive the view.

Economy and central banksPolitics and regulationCompany results and dealsTone of coverage
News read by the platform in the last 30 days
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across — companies
02

We follow commodities and currencies

A refinery lives on the oil price, a cable maker on copper, an exporter on the exchange rate. We track oil, gas, copper, aluminium and currencies, measure how far and how fast they move, and connect them to the companies whose costs and revenue depend on them.

Brent and WTI crudeNatural gasCopper and aluminiumExchange rates

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03

We study the stock's own history

A stock's past is evidence too. We study its price history: the trend, how sharply it swings, its deepest falls from a peak, where it sits against its recent average, and how it actually moved over many past one-week periods. That record of real behaviour feeds the analysts and the price scenarios.

Trend and averagesVolatilityDeepest fallsPast one-week moves
Example: Baker Hughes, last 63 sessions2026-07-06 – 2026-10-01
Change over the period▲ +4.5%
Volatility (annual)31.3%
Deepest fall from a peak▼ −15.4%
Price range53.25 – 64.90

Across 58 past one-week periods, the stock moved between −5.0% and +5.4% (80% of the time), typically close to +0.5%.

Last close 55.64 is below its 20-day average of 58.43.

04

We read the reported results

We read the company's own filings — revenue, profit, cash flow and debt — straight from the official reports, with the date each one was filed, and compare year with year. Old data is never shown as current.

Year-on-year resultsRevenue and profitFree cash flowFiling dates
Example: Baker Hughes, reported resultsSEC · USD billions
05

Specialist analysts work on it separately

Several AI analysts look at the same company from different angles. Each one works on its own and must point to the evidence behind every claim. Where they disagree, the disagreement is shown to you — not averaged away.

Macro and policyrates, inflation, politics
Sectorcompetitors and demand
Company fundamentalsresults, margins, debt
Price behaviourtrend, volatility, ranges
Commodities and FXcost and revenue exposure
Riskwhat could go wrong
06

We weigh it all into a one-week outlook

We compute the range a stock could reach over the next week — pessimistic, central and optimistic — from its own volatility. Then the analysts' outlook tips the chances: when the evidence leans towards a fall, the chance of ending below the pessimistic price rises and the chance of ending above the optimistic one falls, and the other way round. Days with results widen the range. Click the card to see every reason, factor by factor — and every lean is measured against what actually happens.

Chance below · chance aboveThe analysts' leanEvery reason, one click away
Example: Baker Hughes, the next week (5 trading days)2026-10-02
52.9256.0059.26
PessimisticCurrentOptimistic
Chance of ending below 52.92
11.4%
Chance of ending above 59.26
8.7%

Expected range: 52.08 to 60.21 — the price ends inside it in about 9 analyses out of 10.

Example lean: the analysts see a slight fall (confidence 0.44), so the chances move from 10% / 10% to 11.4% / 8.7%. Without a current analysis both stay at 10%.

See the reasons panel

Scenarios describe uncertainty; they are not advice.

07

Every figure is checked before publication

Before anything is published, automatic checks compare every number with its source, the company and currency it belongs to, and its date. Anything invented, mixed up or out of date blocks the record. A record that passes is published at once with its date and how long it stays valid, and can be withdrawn at any time.

  • Every number matches its source
  • The right company and the right currency
  • Old data shows its real date
  • Events are backed by a news source
  • No buy or sell language
  • Withdrawn at once if a problem is found

What you receive: one research record

Everything above ends in a single, dated record you can read in two minutes and check line by line.

Baker Hughes (BKR)Published · checked
1Outlook · 5 trading days2Confidence 0.55
3

FY2025 revenue was USD 27,733 million [R1]; free cash flow rose to USD 2,537 million [R1].

452.92 — 59.26 11.4% · 8.7% [S1]
5Risks · where the analysts disagree
6Data as of · sources · valid until
  1. 1
    Outlook and horizonThe direction the evidence points to, for the next week.
  2. 2
    ConfidenceHow strong the evidence is — lower when data is thin or analysts disagree.
  3. 3
    Summary with evidence codesEach figure points to its source: filings, prices, news, commodities.
  4. 4
    Price scenariosThe range for the next week and the chance on each side, leaning with the analysts' outlook.
  5. 5
    Risks and disagreementsWhat could go wrong, shown openly.
  6. 6
    Dates and validityWhen each piece of data is from, and when the record expires.

What we never do

Tell you to buy or sell

We give research and scenarios — the decision is yours.

Publish a number without a source

An invented figure blocks the whole record.

Show old data as today's

Every value carries its real date.

See the whole process on a real company.

Open a sample record, or create an account and ask about any company in our covered markets.

General information only — not investment advice. Figures on this page are from the platform's stored data and examples; dates are shown where they matter.