📞 Motley Fool Earnings Call Transcripts Scraper: KPIs and Q&A

Get the numbers, not just the transcript Structured KPIs, guidance, and risk quotes from every Motley Fool earnings call, plus a full transcript tagged by speaker and real title.

📊 Labeled KPIs and guidance Revenue, margins, EPS, cash and next-quarter guidance, already extracted.

⚠️ Named risk quotes Direct executive quotes on what could go wrong, not buried in prose.

🎙️ Every line, every speaker Full transcript tagged by name and real title, not a flat wall of text.

💶 One clear price No stacked billing events. Pay per transcript, nothing else.

Motley Fool Earnings Call Transcripts Scraper reads Motley Fool's free earnings call archive and pulls out the structured financial intelligence that's actually on the page, not just a wall of prose. Export to JSON, CSV or Excel, or connect it to Google Sheets and your own pipeline via the API. Run it on demand or on a schedule. No login, no coding required.

✨ Why use this Actor

Built for anyone who needs the numbers from a call, not the whole transcript.

• 📈 Equity and hedge fund analysts: don't have time to read a 10,000-word transcript for one revenue figure. Get every KPI already labeled, guidance included.
• 🤖 AI and LLM teams: building a RAG pipeline or financial chatbot needs clean, speaker-attributed data, not a block of prose you'd have to re-parse yourself.
• ✍️ Financial content creators and newsletter writers: need a sourced quote from the CFO, not the entire call. Get it pre-attributed with their real title.

The difference is what gets extracted, not just the price. Every earnings call page already contains labeled KPIs, named risk quotes, and an editorial summary. Most tools only pull the raw transcript text and speaker names. This Actor reads the whole page.

⚙️ How it works

STEP 1 Choose your companies Add tickers, specific transcript URLs, or fetch the latest transcripts feed.

STEP 2 Run the Actor It reads Motley Fool's own archive and extracts the structured data.

STEP 3 Get structured results KPIs, quotes, a summary, and a speaker-attributed transcript, ready to use.

Start with a handful of tickers to confirm the fields match your workflow, then scale up or schedule it.

📥 Input

Field	Type	Required	Description
tickers	array of strings	No	Company ticker symbols to look for, e.g. ZM, MOV. Only matches a ticker with a transcript in the recently published window.
directUrls	array of strings	No	Specific fool.com earnings-call-transcript page URLs to scrape.
monitorMode	boolean	No	Remember transcripts already seen and report only new ones on later scheduled runs.
maxItems	integer	No	Stop after returning this many transcripts in this run.
proxyConfiguration	object	No	Proxy settings. Datacenter by default.

Leave tickers and directUrls both empty to fetch the latest transcripts feed instead.

📤 Output

Every result is one earnings call:

{
  "transcriptId": "zoom-zm-q2-2027-earnings-call-transcript",
  "sourceUrl": "https://www.fool.com/earnings/call-transcripts/2026/09/01/zoom-zm-q2-2027-earnings-call-transcript/",
  "company": "Zoom",
  "ticker": "ZM",
  "fiscalQuarter": "Q2 2027",
  "callDate": "Tuesday, Aug. 25, 2026 at 5 p.m. ET",
  "participants": [
    { "title": "Chief Financial Officer", "name": "Michelle Chang" }
  ],
  "keyMetrics": [
    { "label": "Total Revenue", "detail": "$1,277.2 million, up 4.9% year over year." }
  ],
  "riskFactors": "Michelle Chang stated, \"we have that white label churn that will come in a touch more in the second half\"...",
  "summary": "Management reported that Zoom Communications, Inc. is transitioning into an AI-first system of action...",
  "transcriptTurns": [
    { "speaker": "Michelle Chang", "title": "Chief Financial Officer", "text": "Thank you, Eric, and hello everyone..." }
  ],
  "scrapedAt": "2026-09-06T05:00:00.000Z"
}

Download the dataset in JSON, CSV, Excel, HTML or XML from the Apify Console, or pull it through the API.

📊 Data table

Field	Type	Description
company / ticker / fiscalQuarter	string	The company and the quarter the call covers.
callDate	string	When the call took place, as published.
participants	array	Every named speaker mapped to their real title.
keyMetrics	array	Labeled financial figures for the quarter, including forward guidance where the company gave it.
riskFactors	string	Named-executive quotes on risks and headwinds raised during the call.
summary	string	A short editorial summary of the call.
glossary	array	Industry terms used in that specific call, with definitions.
transcriptTurns	array	The full call, one entry per speaker turn, each tagged with who said it and their title.

The Output tab also ships three pre-built views: a call overview, key metrics, and the full transcript.

💰 Pricing

This Actor is pay per result: you only pay for the transcripts you actually collect, and a run that returns nothing costs nothing. There is no subscription and no stacked billing events.

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🛠️ Tips for better runs

• Use tickers to focus on specific companies you follow, or leave it blank to see the latest calls across the whole archive.
• tickers only matches a company if it has a transcript in the recently published window, not a full historical search.
• Turn on monitorMode and schedule the Actor so you catch a new transcript the same day it's added, without re-checking manually.
• This is Motley Fool's own archive, so coverage matches what they publish. Structured KPIs, risk quotes and the summary are present on the vast majority of calls, but an occasional transcript format may lack one of these sections.

❓ FAQ

Is it legal to extract this data? Yes. Motley Fool publishes this earnings call archive as a free, public resource. This Actor only reads what's already publicly available.

Does every transcript have KPIs, risk quotes and a summary? Almost every one does, since they follow Motley Fool's standard call-transcript template. A small number of older or non-standard pages may be missing a section, in which case that field is left out rather than filled with a guess.

How is a speaker's title figured out? Each call publishes a participant list mapping names to titles. Every line in the transcript is matched back to that list, so you get "Chief Financial Officer" next to their actual words, not just a name.

Can I get alerted when a company posts a new transcript? Yes. Turn on watchlist mode and schedule the Actor to run periodically. You'll see only the transcripts new since the last check.

Found a bug or need a custom version of this Actor? Open an issue from the Actor's Issues tab and it'll be looked at directly.

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