An AI-generated 5-bullet summary of any earnings call — covering guidance, margins, risks, Q&A topics, and sentiment. Cerebras + Groq LLM. Aggressive caching. Falls back to SEC 8-K press release when transcripts aren't yet published. The institutional analyst's bullet-point view of every name in your watchlist.
Pro feature — included on the $44/mo and $33/mo annual plans · Free Basic tier sees the SEC EDGAR 8-K feed
Below is a representative example for an AAPL Q4 earnings call. Actual output is generated live from the transcript or 8-K press release filed with the SEC.
Every earnings call ultimately resolves five questions. Our prompt forces the LLM to answer each one explicitly — no fluff, no preamble.
Did management raise, lower, or maintain forward guidance? The single most price-moving variable.
Gross and operating margin direction. Expansion = pricing power. Compression = competitive pressure.
What did management flag as material risk? China demand, regulatory pressure, supply chain, FX.
What did the analysts probe hardest? Reveals where market sees the biggest uncertainty.
Bullish / Neutral / Bearish with one-sentence rationale. The synthesised view from the whole transcript.
Three patterns where AI summaries deliver disproportionate value.
The fundamental constraint on individual investors: time. A typical earnings call runs 45-75 minutes. Reading the transcript takes 15-30 minutes. If you trade or invest in 20+ names, you can't realistically attend every call live. Most investors triage — skim press releases for big movers, skip the call.
AI summaries let you cover 50-100 earnings calls per quarter in roughly the time it takes to attend one live. You get the 80% signal from the 1% time investment.
Reading a current quarter in isolation tells you what happened. Reading a current quarter alongside the previous 3-4 quarters tells you the direction. Has management raised guidance four quarters in a row? Has the most-discussed Q&A topic shifted from growth to margins? Has sentiment trajectory been monotonic or mixed?
Because our summaries are cached and historical, you can click Q3 2024, then Q2 2024, then Q1 2024 in sequence and read 4 quarters of evolution in 2 minutes.
Before an earnings call, traders need context. What did management say last quarter? What was the most-debated issue? What guidance is the market expecting them to raise/lower/maintain?
Reading last quarter's AI summary takes 30 seconds and gives you the exact briefing an institutional analyst would have. Compare to spending 20 minutes re-reading last quarter's press release in full.
Earnings call transcripts aren't always available immediately:
For all US-listed companies, however, an 8-K Item 2.02 filing with the SEC contains the official press release within minutes of the earnings announcement. Our AI summary system uses transcripts when available and automatically falls back to the 8-K press release when transcripts aren't published.
The two source types give slightly different summaries:
The source badge on each summary tells you which input the AI used — 🎙 Earnings Call Transcript or 📄 SEC 8-K Press Release — so you can interpret accordingly.
Open the Earnings tab in the sidebar. Click any ticker (AAPL, NVDA, TSLA, MSFT, etc.). In the company detail modal, scroll to "🎙 Earnings Call AI Summaries" — you'll see the last 4 calendar quarters listed. Click ✦ AI Summary on any quarter. The 5 bullets render in ~400ms after the source is fetched. Repeat views are instant from cache. A footer link points to the source on SeekingAlpha (transcripts) or SEC.gov (8-K filings) for full reading.
Three caveats on accuracy:
Use the AI summary as the 80% solution. For trades where conviction matters, click through to the source and verify the bullets you'd act on.
You could paste an earnings transcript into ChatGPT and ask for a 5-bullet summary. Three reasons we do it for you instead:
Click any quarter on a US-listed ticker. Our AI fetches the earnings call transcript (or the 8-K press release as fallback) and generates a 5-bullet summary covering: guidance changes, margin trends, key business risks, most-discussed Q&A topic, and net sentiment with rationale. Each bullet ≤25 words.
Any US-listed company that files quarterly 8-Ks with the SEC — effectively the entire S&P 500, Russell 2000, and most mid-caps. For mega-caps the summary uses Alpha Vantage transcript data. For mid-caps without transcripts, we fall back to the 8-K press release.
Cerebras (primary) and Groq (fallback) LLMs. Both state-of-the-art inference platforms optimised for speed. A typical 5-bullet summary generates in 200-600ms. Aggressive caching means repeat views are instant.
Numbers are accurate (grounded in raw transcript/press release). Sentiment interpretation has variance. Always read as fast first-pass, then dig into the source for trades where AI is your only input.
Pro feature — $44/month or $33/month annual. Basic users see the SEC EDGAR feed (free) and can read 8-K Item 2.02 filings directly on SEC.gov for free, but don't get the AI-synthesised summary.
A typical earnings call runs 45-75 minutes. Reading the transcript takes 15-30 minutes. The AI summary takes 30 seconds to read. If you trade 20+ names you can't realistically attend every call.
We fall back to the 8-K press release filed with the SEC. Covers same five themes with different prompt focus. Virtually always available within 12 hours of the earnings release.