A tool by Firecrawl · uses 7 tools · Finance

Earnings preview pack

Use before a company reports, in the week ahead of the print, when an equity analyst or portfolio manager needs a one-page preview. Pulls the confirmed date, the KPIs that drive the stock, what management promised last call, where consensus and target changes stand, and options positioning, producing the setup and the three numbers that matter.

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Tools it calls

Each tool's price and track record across every agent today. Empty means the call worked and found nothing.

ToolPriceMedianSuccessEmpty

Fiscal.aiEarnings calendarPrice15 creditsMedian921 msSuccess100%Empty43.6%
Fiscal.aiSegments and KPIsPrice30 creditsMedian457 msSuccess100%Empty10.9%
Fiscal.aiIR event resourcesPrice30 creditsMedian339 msSuccess100%Empty4.2%
Fiscal.aiEarnings call transcriptPrice30 creditsMedian322 msSuccess100%Empty58.8%
BenzingaConsensus ratingsPrice30 creditsMedian–Success–Empty–
BenzingaAnalyst ratingsPrice30 creditsMedian277 msSuccess100%Empty0%
BenzingaUnusual options activityPrice45 creditsMedian152 msSuccess100%Empty0%

Instructions

What your agent follows when it runs this tool. Paste them into any assistant connected to Firecrawl.

# Earnings preview pack

For one listed company, given ticker and exchange. The KPIs chosen in step 2 frame every later step.

## 1. When and what

1. Confirm the date with @[Fiscal.ai · Earnings calendar](alexandria:fiscal-ai/events/calendar) (ticker, exchange, startDate today, endDate two weeks out) and its status: confirmed or estimated.
2. Pull eight quarters of @[Fiscal.ai · Segments and KPIs](alexandria:fiscal-ai/company/segments-and-kpis) (periodType quarterly). Pick the three KPIs whose surprises moved the stock most.

## 2. What was promised

3. Find last quarter's eventKey with @[Fiscal.ai · IR event resources](alexandria:fiscal-ai/events/ir-events), then read @[Fiscal.ai · Earnings call transcript](alexandria:fiscal-ai/events/transcript). Quote, with speaker, every guidance line or promise on those three KPIs.

## 3. Where the street is

4. Read @[Benzinga · Consensus ratings](alexandria:benzinga/calendar/consensus-ratings) (parameters[tickers]) for the rating mix, then @[Benzinga · Analyst ratings](alexandria:benzinga/calendar/ratings) (parameters[tickers], parameters[date_from] 30 days back) for target changes heading into the print.
5. Check @[Benzinga · Unusual options activity](alexandria:benzinga/signals/options-activity) (parameters[tickers], parameters[date_from] seven days back): large sweeps at or above the ask show which way money is leaning.

## Write the preview

- **Setup:** date, status, and the one-line debate.
- **KPI table:** last eight quarters, management's promise, and what would count as a beat or miss.
- **Street:** rating mix, recent target moves with firms.
- **Positioning:** options flow direction and size.
- **Three numbers to watch,** and what would surprise.
- **Sources:** cite every figure to the capability and record it came from. Say what could not be found rather than guessing.

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