Ask for it and it comes back as a table in a few seconds. That part is real, and it is also the least interesting part. If what you want is last month's profit and loss, QuickBooks already has that report, it is free, and it is two clicks away. Asking starts to pay when the question has a shape the report screen resists: two periods side by side, one class isolated, and the three follow-ups you did not know you would need.
The plain version
"Pull the profit and loss for July 2026."
Back comes revenue, cost of goods sold, gross profit, expenses by account, and net income. The same figures you would see in QuickBooks, because it is the same report underneath. When a number does not match what you remember, the cause is almost always the accounting basis, so name it:
"Profit and loss for July 2026, cash basis."
Say the dates out loud rather than leaning on "last quarter". If your fiscal year does not start in January, Q1 means whatever your books say it means, and being explicit is cheaper than re-reading a table.
Comparison is the actual reason to bother
This is where the connector earns its place.
"Profit and loss for Q2 2026 next to Q2 2025. Show the dollar change and the percent change per line, and sort by the biggest dollar swing."
The report screen does year over year perfectly well. What it does not do is sort by swing, drop the lines that barely moved, or answer the next question. Here all three are one sentence each:
"Ignore anything that moved less than 500 $. What is left?"
"Of those, which look recurring and which look like one-offs?"
The second one is where an assistant beats a static table. It can go read the transaction detail behind a line and tell you the jump in professional fees is a single legal bill, not a new run rate.
Filtering by class, location or customer
If your books use classes or locations, ask for the statement that way and skip the customization panel entirely.
"Profit and loss by class for the last six months, one column per class."
"Same thing, but only the Montreal location, and only accounts under operating expenses."
Filters are ordinary parameters here, so combining one with a period comparison costs nothing extra. Profitability by customer is a different report, and worth knowing it exists:
"Which customers brought in the most income over the last twelve months, and how does that compare with the twelve months before?"
The follow-ups do the real work
A statement is not an answer, it is the start of one. The useful sequence usually runs like this, and none of it requires you to know report names:
"Gross margin dropped four points against last year. Where did it go?"
"Break out cost of goods sold by account for both periods."
"Show me every subcontractor cost over 2 000 $ in June."
Each step is a different report underneath: profit and loss detail, then transaction detail by account. You do not need to know that. You do need to check the last one against QuickBooks the first few times, because a figure you have not verified is a figure you cannot use in a meeting.
The other statements behave the same way
Balance sheet (summary or detail), cash flow, trial balance, general ledger, aged receivables and payables, budget versus actuals, tax summary. Same pattern: name the report, name the period, name the filter.
"Balance sheet as of 31 July 2026 next to 31 December 2025."
"Budget versus actuals, year to date. Only the lines more than 10 percent off."
Where this is the wrong tool
You need the PDF the bank asked for. Export it from QuickBooks. What you get in a conversation is a table in a conversation, not a formatted statement with a letterhead.
You look at one report, once a month, unchanged. Save it as a custom report in QuickBooks and stop paying for anything. The subscription is only worth it if you ask more than one question.
You are on QuickBooks Desktop. The API all of this depends on is Online only. No connector reaches a Desktop file, and that is a wall rather than a roadmap item.
If profit and loss and cash flow are genuinely all you need, Intuit's own connector inside Claude covers both at no cost, though Canadian QuickBooks companies cannot use it. The comparison sets out what each option covers. If nothing is connected yet, start with connecting QuickBooks to Claude: reading a statement needs read-only access, which is what every connection starts with anyway.