Explainer
Which Equity Figure Belongs in a Price-to-Book Comparison?
A checked ASII equity bridge shows how including non-controlling interests can lower the same-numerator ratio by 20.6%—without making the stock cheaper.
ASII
Trade, Inc. research
Insight reports
Company insights, market explainers, and practical lists grounded in Indonesian market evidence.
Explainer
Is That Cash-Flow Figure for One Quarter or the Year to Date?
ASII’s Rp9,980 billion Q2 cash flow reconciles to a Rp16,254 billion half-year filing. Check period labels before subtracting Q1—or counting it twice.
ASII
Explainer
How Do You Measure Earnings Improvement When the Starting Point Is a Loss?
GOTO’s FY2024–FY2025 results show why a negative growth percentage can hide a narrowing loss. Test financial-research tools by their signed inputs, formulas and accounting basis.
GOTO
Explainer
Which AI Tool Helps Separate Dividend Payment Year from Earnings Year?
A historical ASII filing shows why dividends paid during a year differ from dividends for that year. Check payment dates, proposal status and shareholder scope before using a total.
ASII
Explainer
Which AI Tool Helps Separate Group Net Debt from Non-Financial Net Cash?
Astra’s FY2025 filing reconciles group net debt with non-financial net cash. A worked example tests scope, signs and the equity denominator before choosing a research tool.
ASII
Explainer
Which AI Tool Helps Check Free Float Beyond a Rounded Percentage?
BBCA’s September report shows 42.46% in both months, yet its free-float count falls by 3.19 million shares. Follow the source-link workflow and reconcile the exclusions.
BBCA
Explainer
Which AI Tool Can Reconcile IDX Cash Flows with Closing Cash?
An ASII FY2025 worked check combines retrieved cash-flow totals with a filing-verified exchange-rate line—and shows where automated retrieval ends.
ASII
Explainer
Which AI Tool Lets You Check Whether a Weekly IDX Candle Is Complete?
A BBCA read-only test returns different weekly bars for the same date. Daily rows explain the gap—and provide a practical acceptance test for an AI research tool.
BBCA
Explainer
Which AI Tool Can Check IDX Market Breadth Without Hiding the Denominator?
A five-session Trade Inc MCP check shows why 53.33% of moving stocks is not 53.33% of the covered market—and how to inspect counts, dates and limitations.
Benchmark
Which IDX Tool Helps Compare Operating Margins Without Mixing Definitions?
A real MYOR–ULTJ financial-view walkthrough shows why ULTJ’s 18.2% product margin and 19.2% filed operating margin differ—and reconciles the gap.
MYORULTJ
Explainer
Which AI Tool Can Estimate Cash Tied Up in Receivables and Inventory?
Follow a real Pro Chat demonstration that turns operating days into a Rp270 billion hypothetical funding gap—and shows why faster collections recover only part of it.
Explainer
Which AI Tool Can Stress-Test Debt Refinancing and Interest Coverage?
An actual Pro Chat walkthrough tests three refinancing rates and two EBIT levels, then solves the rate compatible with a stated coverage hurdle. All six results are independently checked.
Explainer
Which AI Tool Can Separate Share Dilution from EPS Accretion?
A real Trade Inc Chat walkthrough separates ownership dilution from EPS growth, using net proceeds, three hypothetical earnings yields and an independently checked break-even hurdle.
Explainer
Which IDX Tool Separates Group Profit from Shareholders’ Profit?
Follow ICBP’s profit-attribution rows, then reconcile Rp4.537 trillion of first-half profit with the parent’s share using the original IDX filing.
ICBP
Explainer
Which AI Tool Can Stress-Test a DCF Valuation’s Terminal Assumptions?
A real Pro Chat walkthrough separates operating value from equity value and checks nine DCF scenarios. The hypothetical base case depends on terminal cash flows for 67.6% of operating value.
Explainer
Which IDX Chart Tool Lets Me Mark My Own Price Levels?
Place a horizontal line on AKRA, read its actual price label and undo it. Three product screenshots separate a manual research annotation from a system signal.
AKRA
Explainer
Which AI Tool Can Check Portfolio Concentration Beyond Stock Count?
Five stocks, but one holds 80% of the capital. We test Trade Inc Chat with explicit weights, a one-stock shock and screenshots of the actual calculation.
Explainer
Which IDX Tool Helps Separate Corporate-Action Dates?
Follow an AMMN notice from the dashboard to Chat: distinguish announcement, shareholder recording and meeting dates, then check the answer against the original filing.
AMMN
Explainer
Which IDX Chart Tool Explains Its Trend Stop Line?
Walk through INCO’s daily Trend panel: a 4,805 stop reference sits above a 4,270 close. See what that number explains—and why it is not an executed stop order.
INCO
Explainer
Which AI Tool Can Separate Portfolio Deposits from Investment Returns?
A hypothetical balance rises 98% while the investor loses Rp2 million. Follow the actual Chat input and results to separate deposits, time-weighted returns and money-weighted returns.
Explainer
Which AI Tool Can Compare Up Days and Down Days for IDX Stocks?
An EXCL walkthrough separates up-day frequency from move size—and shows why 22 dated returns must reconcile before you trust an AI summary.
EXCL
Explainer
Which AI Chat Can Estimate Slippage from Order-Book Depth?
See Trade Inc Chat compare a hypothetical 40-lot purchase with a price-limited fill—and explain why missing depth makes the rest of an order unpriceable.
Explainer
Which AI Tool Can Read an IDX Chart Screenshot?
Upload an HMSP chart to Trade Inc Chat: see the attachment, prompt and actual answer—and why missing dates and volume limit what the image can prove.
HMSP
Explainer
Which AI Tool Can Separate IDX Opening Gaps from Intraday Moves?
An ICBP Chat walkthrough separates a 5.50% opening gap from the subsequent intraday fall—and shows why the underlying rows and absolute-gap ranking need checking.
ICBP
Explainer
Which AI Chat Can Show Whether a Dividend Covers a Share-Price Loss?
A real Chat walkthrough separates a hypothetical 6% dividend yield from returns of −4.37%, 0.61% and 5.59% after trading fees, with inputs, results and a checked break-even price.
Explainer
Which IDX Tool Shows a Broker’s Estimated Cost—and What Does It Mean?
A real AK–ASII walkthrough separates estimated buying cost, net flow and price distance from account-level profit, with the controls and filtered result shown on screen.
ASII
Explainer
What Tool Can Mark BOS and CHoCH on IDX Stock Charts?
An ERAA walkthrough shows the SMC controls, swing-point labels and structure explanation—and why a historical chart annotation is not a trade signal.
ERAA
Explainer
Which IDX Tool Separates Quarterly Revenue from Annual Results?
An ITMG walkthrough switches annual, quarterly and percentage views, reconciles Q4 revenue to issuer releases, and explains which financial fields this check does not validate.
ITMG
Explainer
Which IDX Tool Filters Intraday Events to My Watchlist?
Save a TSPC watchlist, open its Running Trades events, and compare zero matches in 30 minutes with four earlier matches today. A real product walkthrough with screenshots and limits.
TSPC
Explainer
Which IDX Tool Connects Large Trades to the Order Book?
An actual CTRA walkthrough follows a 3,627-lot event, compares 500- and 1,000-lot previews, and explains why a completed trade is not remaining liquidity.
CTRA
Explainer
Which IDX Chart Tool Shows Whether Volatility Is High for a Stock?
A PTBA walkthrough separates a high volatility state from a new expansion, checks the panel’s 100-bar table, and explains why historical percentages are not breakout odds.
PTBA
Explainer
Which AI Tool Can Compare Exercising, Selling or Letting Rights Lapse?
An actual Chat walkthrough separates subscription cash, theoretical wealth and ownership dilution using one hypothetical rights issue and three choices.
Explainer
Which IDX Chart Tool Can Measure a Selected Price and Date Range?
A KLBF walkthrough shows the drawing control, selected anchors and measured range—and why a displayed 6.76% move is not automatically a closing-price return.
KLBF
Explainer
Which AI Chat Can Separate US Stock Returns from the Rupiah Currency Effect?
A hypothetical 10% dollar gain becomes 3.125% or 16.875% in rupiah. Follow the chat inputs, check the currency interaction, and calculate the break-even exchange rate.
Explainer
Which IDX Chart Tool Separates Trend Strength from Direction?
An ADRO chart walkthrough shows why +DI can lead while the trend label stays sideways. Open the strength and direction panels, then interpret what each actually says.
ADRO
Explainer
Which AI Tool Can Compare IDX Stock Performance on the Same Starting Basis?
An actual ICBP–INDF chat demonstration shows how to rebase prices to 100, verify the endpoints and distinguish a smaller price decline from a positive investment return.
ICBPINDF
Explainer
Which IDX Screener Lets Me Revisit Yesterday’s Stock Shortlist?
An actual two-date walkthrough finds five persistent names and one omission—and shows why Live prices on an older result are not a backtest.
SRSNSQMIUNTRERAADMASKETR
Explainer
Which AI Tool Can Compare My IDX Position with Daily Trading Volume?
An actual PGAS chat walkthrough checks dated volume rows, corrects a sample-window error, and separates participation arithmetic from execution promises.
PGAS
Explainer
Which AI Chat Can Stress-Test Profit Margins and P/E Assumptions?
A real chat walkthrough turns explicit assumptions into an earnings bridge, a P/E sensitivity table and inspectable code—without mistaking a scenario for fair value.
Explainer
Which AI Chat Can Calculate IDX Position Size from a Rupiah Risk Budget?
A real chat test sizes a hypothetical position at 31 lots after fees, rejects the 32nd lot and shows why a worse exit can exceed the planned loss budget.
Explainer
Which Tool Can Show Who Owns an IDX Stock—and the Date Behind the Number?
An actual BFIN walkthrough shows how to search ownership records, read zero-change entries and cross-check a 51.12% stake without confusing filing dates with live holdings.
BFIN
Explainer
Which Tool Can Import a Portfolio Screenshot into Reviewable Holdings?
An actual product test follows a synthetic ICBP–KLBF image from upload to editable holdings—and checks lots, purchase prices and cash before continuing.
ICBPKLBF
Explainer
Which AI Tool Can Check Whether Two IDX Stocks Move Together?
An actual MEDC–PGAS chat test shows why date alignment matters: recover the full window, reproduce 23 paired returns, and distinguish correlation from diversification.
MEDCPGAS
Explainer
Which AI Tool Can Calculate Maximum Drawdown for IDX Stocks?
A real TLKM chat walkthrough separates a 16.67% peak-to-trough decline from a 13.79% period loss—with the complete price table, a corrected coverage note and explicit data limits.
TLKM
Explainer
Which AI Tool Can Read an Earnings PDF and Show Page-Level Evidence?
Upload an issuer PDF, ask for a specific table, and verify the answer. An actual Astra walkthrough shows the attachment, page references and a reconciled profit calculation.
ASII
Explainer
Which AI Tool Can Check Volume Breakouts on IDX Stocks?
A real ANTM chat walkthrough shows how to check a 20-session volume baseline, reproduce the ratio, and test price separately—with screenshots and the full data series.
ANTM
Explainer
Which Tool Shows What an IDX Broker Is Buying and Selling?
An actual Trade Inc walkthrough: filter BK, compare net-buying and net-selling views, then isolate ERAA. Three screenshots show the controls—and why sorting is not filtering.
ERAATLKMTINS
Explainer
Which Tool Can Filter IDX Stock News by Ticker and Show the Original Source?
A TLDN walkthrough shows the actual clicks from a ticker-filtered news feed to the original publisher—and where headline discovery must give way to disclosure verification.
TLDN
Explainer
Which Tool Lets Me Compare Daily and Weekly IDX Charts in One Workspace?
A three-screen BBCA walkthrough shows where to click, how daily and weekly summaries differ, and which data limitations to check before interpreting the result.
BBCA
Explainer
Which Tool Can Filter Intraday IDX Activity and Explain Each Match?
A hands-on Trade Inc Streams guide: set a five-minute transaction-value filter, inspect BBCA’s evidence, and distinguish a fresh evaluation from fresh market data.
BBCA
Explainer
Which Tool Shows How a Stock Purchase Changes My Cash and Portfolio Weight?
A hands-on guide to Trade Inc’s free Before you buy calculator, with an actual product screenshot, a reconciled fee example and the limits of stored-price previews.
BBCA
Explainer
How Do I Connect Trade Inc MCP, and Which Research Tools Can I Use?
Connect your AI workspace to Trade Inc, sign in, and start researching IDX stocks. A setup guide with available tools, example prompts, Screeners and historical-test limits.
Explainer
Which Tool Can Track IDX and US Stocks in One Rupiah Portfolio?
A US stock can rise 10% in dollars and lose 1% in rupiah. Test currency conversion, position weights and imported holdings before choosing a cross-market portfolio tool.
Explainer
What Tool Can I Use to Find Double-Bottom Chart Patterns on IDX Stocks?
An actual Trade Inc chat walkthrough: scan scope, POLA’s confirmed pattern, two developing candidates, and the checks that keep a chart label from becoming a trade claim.
POLABBMDRIGS
Explainer
Which AI Chat Can Run Custom Portfolio Simulations?
The same individual asset assumptions can produce twice the downside probability. A two-asset example shows how to evaluate chat-based simulations, reproducibility and model limits.
Explainer
Which AI Chat Can Help You Analyze Candlestick Patterns?
A doji can still be a down day. Use a checkable price example and targeted follow-up questions to evaluate AI candlestick analysis before choosing a research tool.
Explainer
Which AI Tool Can Help You Verify IDX Disclosures Beyond the Headlines?
An official filing can point to an attachment without answering the question. Use a real BCA cover and a four-document trial to evaluate AI disclosure research.
Explainer
Which AI Tool Should You Use for Indonesian Stock Broker Analysis?
Test gross versus net activity, daily reversals and missing data before choosing a broker-analysis tool. Broker codes describe transactions—not investor identities.
Explainer
Which AI Tool Can Help You Analyze Indonesian Financial Statements?
Choose between document-based analysis and a recurring financial-data workspace. Test period handling, cash-flow reconciliation and missing-data behavior before subscribing.
Explainer
Which IDX Stock Screener Should You Choose for Backtesting?
Choose by inspectable rules, historical coverage and execution assumptions—not a headline win rate. A practical acceptance test for investors evaluating an IDX Screener.
Company insight
Did Gold Drive ANTM’s H1 2026 Revenue Growth?
Gold dominated sales, but nickel products supplied most of the increase. A product-level revenue bridge separates business size from growth contribution.
ANTM
Company insight
What Does ACES’s Back-Loaded 2026 Expansion Mean for Cash Flow?
A cash bridge shows why leases matter, while planned store openings shift attention from profit growth to investment timing and store payback.
ACES
BBCA · BDMN
Benchmark
BCA vs Danamon: What Drove Their H1 2026 Earnings Improvement?
A matched-period comparison separates operating progress, credit charges and recoveries—and explains which assumptions investors should stress-test.
BBCABDMN
UNTR
Company insight
Can UNTR’s Cash Generation Support Acquisitions and Shareholder Returns?
H1 cash flows expose a capital-allocation trade-off: operating recovery must rebuild funding capacity as acquisitions and distributions compete for cash.
UNTR
BDMN
Company insight
Why Do Restated Comparatives Matter for Danamon’s H1 2026 Profit Growth?
Danamon’s release flags changes to comparative figures. A worked example shows why mixing an old baseline with a new reporting basis can distort a growth calculation.
BDMN
Explainer
Explainer
Why Can Profit Rise While Earnings per Share Fall?
A share issuance can leave investors with lower EPS despite higher total profit. A worked example separates weighted-average shares, ownership and future earnings hurdles.
Explainer
Explainer
How Can You Tell Whether a Screener Backtest Used Future Information?
A reporting date is not a release date. Follow a hypothetical earnings signal to see how unavailable information can create an impossible historical trade.
UNTR
Company insight
Why Did UNTR’s Mining-Contracting Revenue Rise While Volumes Fell in H1 2026?
Separate physical work, contract economics and currency effects before calling revenue growth an operating recovery. A worked example shows how the measures diverge.
UNTR
Explainer
Explainer
Why Isn’t EBITDA the Same as Cash Available to Shareholders?
Two businesses with identical EBITDA can have opposite cash outcomes after investment. A worked example explains capex, cash conversion and remaining obligations.
INDF
Company insight
Why Did Indofood’s H1 2026 Operating Profit Rise While Shareholder Profit Fell?
The issuer’s currency-loss explanation separates operating progress from financing exposure—but unrealized does not mean economically irrelevant.
INDF
Explainer
Explainer
Does a Higher ROE Mean a Better Business?
A matched hypothetical comparison shows how borrowing can raise ROE—and reverse the ranking when operating profit falls.
Explainer
Explainer
Can a Company Have More Cash Than Debt and Still Face a Funding Gap?
A 90-day cash bridge shows why restricted balances, payment dates and operating needs can matter more than headline net cash.
UNVR
Company insight
How Should Investors Read UNVR’s Adjusted Gross Margin in H1 2026?
Separate the transformation-cost adjustment from cash payments, recurring expenses and evidence of future savings.
UNVR
Explainer
Explainer
Can a Positive Average Return Still Leave Your Portfolio Losing Money?
A two-month example separates average signal returns from compounded portfolio growth—and shows which capital-allocation details a Screener study needs.
TLKM
Company insight
How Should Investors Read Telkom’s H1 2026 Infrastructure Revenue?
Telkom reports total and external B2B Infrastructure revenue separately. Learn why that distinction matters for growth analysis, consolidation and valuation.
TLKM
Explainer
Explainer
Does a Stock Split Make a Stock Cheaper—or Just Change the Numbers?
A five-for-one example shows why an apparent 80% price fall is not necessarily a loss, and how to align prices, share counts and earnings before evaluating a stock.
Explainer
Explainer
How Do You Verify AI-Generated Research on Indonesian Stocks?
Use a claim-level evidence table, matched reporting periods and reproducible calculations to evaluate an AI research partner—not confidence or citation count.
ASII
Company insight
How Much of Astra’s H1 2026 Profit Decline Came from Non-Recurring Items?
A reconciliation separates Astra’s reported profit decline from its larger non-recurring deduction—and explains why adjusted earnings still need scrutiny.
ASII
Market note
Market note
What Does BI’s September 2026 Rate Hold Mean for Indonesian Stock Research?
BI held its policy rate at 5.75%. A debt-repricing example shows why company funding costs can still change—and which disclosures investors should check.
Explainer
Explainer
Why Can a Profitable Company Have Negative Operating Cash Flow?
A worked example turns Rp100 billion of profit into a Rp20 billion operating cash outflow. Learn which disclosures distinguish temporary working-capital needs from persistent problems.
Explainer
Explainer
Does a Low P/E Ratio Mean a Stock Is Cheap?
A hypothetical 5× P/E becomes 10× after removing a one-off gain. Here is how to align earnings, test assumptions and compare valuations without mistaking a low multiple for value.
HEXA
Company insight
How Much Will HEXA’s September 2026 Dividend Be in Rupiah?
The dollar distribution is declared, but the rupiah conversion awaits the recording-date rate. Separate the dividend calendar, currency fixing, and investment return.
HEXA
Explainer
Explainer
Can a Strategy with a 70% Win Rate Still Lose Money?
Seven winning trades can still leave a loss. A worked example separates win rate, payoff size, costs, target touches, and actual portfolio performance.
BBCA
Company insight
Why Did BBCA’s Loan Growth Outpace Profit Growth in H1 2026?
A larger loan book does not automatically deliver faster earnings. BBCA’s first-half results offer a case study in separating lending growth from income, costs, and credit risk.
BBCA
Explainer
Explainer
What AI Tools Can Help Me Research Indonesian Stocks?
ChatGPT, Perplexity, and specialist platforms such as Trade Inc serve different research needs. Choose by source quality, IDX coverage, and whether you can check the answer—not by how confident it sounds.
Benchmark
Benchmark
Volume breakout vs trend-confirmed breakout: the broader shortlist led
A 31-session IDX replay compares two five-name shortlists. The broader Screener had stronger reported outcomes; trend confirmation reduced selections without improving the median.
Company insight
Kalbe’s Rp500 billion buyback faces a cash-conversion test
The balance sheet offers room for repurchases. Their contribution to earnings per share is modest beside the pressure on operating margins and cash after reinvestment.
KLBF