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Earnings calls contain the signal: management confidence, analyst pushback, and macro trends that move markets. But reading thousands of transcripts isn't realistic. Tellvest reads every call, scores every quarter, and tracks every analyst so you don't have to.
We read every earnings call transcript and extract three layers of structured intelligence.
Pick any company and see its 1-10 sentiment score for every quarter. The rubric is transparent: GAAP revenue growth sets the base, then adjustments for margin trends, guidance changes, and transcript tone. You can compare any company to any other.
Every analyst question is classified by tone and topic. You can see who pushes hardest, which firms are most rigorous, and where management deflects instead of answering. Browse by analyst, firm, or company.
515 of 7,611 questions in Q1 ’26
When 247 companies flag AI spending as a tailwind and only 12 call it a headwind, that's a signal you can see in one place. Macro themes are aggregated across the economy, by sector, and by industry so you spot the pattern, not just one call.
All data is sourced from SEC filings, company-reported results, and public earnings transcripts.
524 companies
Sentiment scores, key themes, notable quotes, and quarter-over-quarter trends for every earnings call.
Returns analysis
Companies scoring 8+ for consecutive quarters at reasonable valuations show meaningfully better 90-day returns.
Economy dashboard
What are CEOs reporting about AI spending, tariffs, consumer demand, and hiring? Aggregated across hundreds of calls.
Sector intelligence
See which sectors are most optimistic, where macro signals diverge, and how sentiment is shifting.
Analyst tracker
2,372 analysts scored on challenge rate, coverage breadth, and questioning patterns across 161 firms.
Earnings calendar
Upcoming earnings dates for every tracked company, so you know when the next score drops.
Every quarter, management teams tell analysts exactly how the business is performing and where it's headed. The numbers get reported everywhere. The context behind them doesn't.
With Tellvest, you see the sentiment score before you read the call. You know which analysts pushed hardest and where management deflected. You spot the macro shift that 200 companies just confirmed. You compare any company to its sector in seconds.
3,206 earnings analyses across 524 companies, structured and comparable. Updated every earnings season.