Comps Table

Peer set and market data from Koyfin, reported figures from Fiscal.ai, blanks left blank.

The comps stack splits market data from reported figures on purpose. Koyfin is where the peer set, price, and enterprise-value inputs live. Fiscal.ai is where revenue and profit come from, so a trailing multiple is not mixing a memory with a chart. The prompt is forbidden from backfilling a cell you left empty.

Tools

Koyfin
Fiscal.ai

MCP

No MCP server in this stack.

How to run it

Build the peer set in Koyfin. Export price, shares, and net debt if you trust those fields.
Pull revenue, EBITDA or operating income, and the period from Fiscal.ai. Type the period in the header yourself.
Paste the comps prompt and the table. Tell it the fiscal period in the first line.
Footnote any cell you could not source. A blank cell is a better output than a guessed multiple.

Linked prompt

Peer comps table with blanks, not guesses

Builds a comps table from numbers you paste. Empty cells stay empty. No blended multiples from memory.

A stack is a workflow note. Not financial advice.