Frequently Asked Questions

Dafinchi.ai helps you understand earnings faster using AI. You can browse newly added earnings transcripts, read curated highlights, and ask questions to get clear, structured answers without reading the entire transcript end-to-end.

Dafinchi.ai primarily focuses on earnings transcripts. We also have limited support for other documents (like shareholder letters), depending on coverage for a company and period.

You can visit pages without logging in, but most features (Ask, Deep Research, Keyword Scan, My Portfolio, and full transcript details) require sign-in. If you’re not logged in, you’ll see an undismissable banner prompting you to log in to continue. You can sign in for free and unlock multiple benefits.

Latest Earnings shows newly added earnings transcripts so you can quickly see what’s fresh. You can browse the newest releases and filter to narrow down what you want to read next.

The Highlights Feed is a curated stream of daily highlights from recent calls—designed for quick scanning. It helps you discover what mattered across companies before you drill into a specific transcript or ask a question.

The Company Finder is a directory for finding companies on Dafinchi.ai. When you search, you get a list of company cards (not a transcript search result). From a company card, you can open the company and then explore transcripts and analysis from there.

Ask is the core AI Q&A experience. It includes multiple ask-type workflows (like Earnings Chat, and other ask experiences such as comparing documents or asking against other supported documents). When someone says "Ask," they usually mean Earnings Chat, since it’s the main entry point.

Earnings Chat lets you ask questions about a specific company’s earnings discussion and get an AI answer designed to be fast, readable, and useful for decision-making and research.

Focused questions work best, like: "What drove revenue or margin changes?", "What did management say about demand/pricing?", "What are the biggest risks?", "What changed vs last quarter?", or "What did they say about guidance and key drivers?"

Not yet. Currently, Dafinchi.ai does not support multi-turn follow-up conversations in the same thread. Each Ask is treated as a standalone request/result.

Deep Research generates a more comprehensive research-style output than a typical Q&A. It’s meant for deeper analysis—often producing a report-like response with structured sections (for example: metrics, catalysts, and risks) depending on the prompt.

Use Ask when you have a direct question and want a fast answer. Use Deep Research when you want a broader, more structured research output (often across themes, multiple periods, or broader context).

Keyword Scan helps you discover who is discussing a topic across earnings transcripts. You enter a keyword or theme, and Dafinchi.ai returns companies/periods where that topic shows up so you can quickly spot patterns and drill in.

Use it to track recurring themes like "pricing," "demand softness," "AI," "capex," "inventory," "churn," "FX headwinds," or "guidance raised/lowered." It’s especially useful when you don’t know which company to start with.

My Portfolio lets you build collections (watchlists) of companies you care about, then run analysis scoped to that set—so your research stays focused on the companies that matter to you.

You can create collections and use them as a filter for workflows—so you can ask questions, run research, or scan topics across only the companies inside that collection (instead of across the entire market).

The Blog is the published insights surface for Dafinchi.ai. It contains curated analysis posts across companies, sectors, and market themes—designed to be readable, shareable research artifacts.

Regular users can run Ask, Deep Research, and Portfolio workflows, but only our experts (permissioned users) can publish outputs to the Blog. Moderators can publish responses from Ask, Deep Research, or My Portfolio.

Yes. Pages like companies, transcripts, and result pages have stable URLs you can share. You can get share button from the bottom of the response page to share a ask response or keyword-scan response.

No. Dafinchi.ai is a research and analysis tool. Always verify important details in the underlying sources and do your own due diligence before making decisions.