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earnings.chat
Chat across more than 250,000 earnings calls, with every answer carrying sourced quotes and queried figures.
https://earnings.chat
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What It Does
earnings.chat puts a conversational layer over the earnings-call record: 252,000+ calls back to 2020 across 12,000+ companies in 70 countries and all eleven GICS sectors and 74 industries. You ask a question in plain language and the answer comes back with verbatim quotes, each carrying the speaker and the call it came from.
The design rule is the interesting part. The model interprets, but every figure is produced by a query rather than generated — so a number in an answer is retrievable rather than plausible. Follow-up questions keep the thread, so you can drill down or zoom out in one conversation.
The named capabilities cover what an analyst does with a quarter: reading growth, margins and guidance from the call; picking up sentiment and tone shifts between quarters; comparing two companies on one topic with each side backed by its own calls; following a single metric across quarters and returning the development in percent; and summarising an entire industry's quarter with one verdict and its quotes. The site states its model knows every latest call and can discuss new ones within minutes, and it publishes guides on reading a call and tracking a theme across them.
Key Features
- 252,000+ earnings calls searchable back to 2020
- 12,000+ companies across 70 countries, all 11 GICS sectors and 74 industries
- Answers carry verbatim quotes with speaker and source call
- Figures produced by query rather than generated by the model
- Sentiment and tone comparison between quarters
- Multi-turn follow-up with conversation memory
- Updated within minutes of a new call being published
Who It Is For
Investors, analysts, finance students and journalists who want an answer across the whole call record instead of one transcript at a time.
Key Use Cases
Asking what any speaker said about a topic back to 2020; comparing two companies' guidance on one subject; tracking a metric across quarters; reading a whole sector's quarter in one answer; checking what companies said about AI.
Pricing and Access
Pricing
Paid
Individual plan prices are not publicly listed. Check the official site for current pricing.
Access
Subscription with two plans billed monthly and cancellable at any time; sign-in is required to use the chat, and a token allowance is shown per period in the app.
Pricing and availability last checked: Oct 24, 2026 · Source: official website
Privacy and Data Handling
Strengths and Limitations
Strengths
Separating interpretation from arithmetic — quotes verbatim, figures queried — is what makes an LLM answer usable in a domain where a plausible wrong number is worse than none.
Limitations
Coverage is limited to companies that hold earnings calls, so private and smaller businesses are out of scope.
