earnings-revenue-guidance
Extract specific revenue guidance and growth projections from earnings call transcripts, including segment breakdown, constant currency adjustments, and M&A contributions.
Best use case
earnings-revenue-guidance is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Extract specific revenue guidance and growth projections from earnings call transcripts, including segment breakdown, constant currency adjustments, and M&A contributions.
Teams using earnings-revenue-guidance should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/earnings-revenue-guidance/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How earnings-revenue-guidance Compares
| Feature / Agent | earnings-revenue-guidance | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Extract specific revenue guidance and growth projections from earnings call transcripts, including segment breakdown, constant currency adjustments, and M&A contributions.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# Earnings Revenue Guidance Extract specific revenue guidance and growth projections from earnings call transcripts with detailed breakdowns by segment, currency impact, and M&A contributions. ## Prerequisites Ensure Octagon MCP is configured. See [references/mcp-setup.md](references/mcp-setup.md) for installation instructions. ## Workflow ### Step 1: Extract Revenue Guidance Use the Octagon MCP to extract revenue guidance: ``` Extract specific revenue guidance and growth projections from <TICKER>'s latest earnings call transcript. ``` ### Step 2: Targeted Revenue Analysis Focus on specific aspects of revenue guidance: ``` # Total Revenue Extract total revenue guidance from <TICKER>'s latest earnings call. # Segment Revenue Extract segment-level revenue guidance from <TICKER>'s earnings transcript. # Organic vs. M&A Separate organic revenue guidance from M&A contribution in <TICKER>'s earnings call. # Currency Impact What is the FX impact on <TICKER>'s revenue guidance? # Subscription Revenue Extract recurring revenue guidance from <TICKER>'s earnings call. # Growth Rates Extract revenue growth rate guidance from <TICKER>'s earnings transcript. ``` ## Expected Output The skill returns structured revenue guidance including: | Component | Description | |-----------|-------------| | Revenue Range | Dollar guidance (low-high) | | Growth Rate | Nominal YoY growth percentage | | Constant Currency | FX-adjusted growth rate | | Segment Breakdown | Revenue by business unit | | M&A Contribution | Acquisition impact on growth | | Source Citations | Transcript page references | ## Example Query ``` Extract specific revenue guidance and growth projections from CRM's latest earnings call transcript. ``` ## Example Response Salesforce (CRM) provided the following revenue guidance and growth projections in its Q3 2026 earnings call transcript: **Revenue Guidance** | Metric | Range | Growth Rate (Nominal) | Growth Rate (Constant Currency) | |--------|-------|----------------------|--------------------------------| | Total Revenue | $41.15B - $41.25B | 9.00% | 8.00% | | Total Revenue (with Informatica) | $41.545B - $41.55B | 9.00% - 10.00% | 9.00% | **Subscription & Support Revenue** - Anticipated growth: Slightly under 10.00% year-over-year in constant currency - Informatica contribution: +0.80 percentage points to growth **Source**: CRM_Q32026, Page: 6 ## Revenue Guidance Components ### Total Revenue | Component | Description | |-----------|-------------| | Range Low | Conservative estimate | | Range High | Optimistic estimate | | Midpoint | Implied expectation | | Growth Rate | YoY percentage change | ### Segment Revenue | Segment Type | Examples | |--------------|----------| | Product Lines | Cloud, Hardware, Services | | Business Units | Enterprise, SMB, Consumer | | Revenue Type | Subscription, Perpetual, Services | | Geography | Americas, EMEA, APAC | ### Growth Rate Types | Type | Description | |------|-------------| | Reported (Nominal) | As-reported in local currency | | Constant Currency | FX-adjusted growth | | Organic | Excluding M&A | | Pro Forma | As if M&A included in prior period | ## Currency Impact Analysis ### Understanding FX Effects | FX Scenario | Revenue Impact | Growth Rate | |-------------|----------------|-------------| | USD Strong | Lower reported | Reported < CC | | USD Weak | Higher reported | Reported > CC | | Neutral | No impact | Reported = CC | ### Calculating Currency Impact ``` Example: - Reported Growth: 9.00% - Constant Currency Growth: 8.00% - FX Tailwind: 9.00% - 8.00% = +1.00pp Interpretation: Currency added 1 percentage point to reported growth ``` ## M&A Contribution Analysis ### Separating Organic from Inorganic | Component | Calculation | |-----------|-------------| | Total Growth | Reported YoY change | | M&A Contribution | Acquired revenue / prior base | | Organic Growth | Total Growth - M&A Contribution | ### Example Breakdown ``` Total Growth: 10.00% M&A Contribution: +0.80pp (Informatica) Organic Growth: 10.00% - 0.80% = 9.20% Key Insight: Underlying business growing at 9.2% ``` ## Segment Guidance Framework ### Segment Revenue Table | Segment | Guidance | Growth | Mix | |---------|----------|--------|-----| | Cloud | $25B | +15% | 60% | | Services | $10B | +5% | 25% | | Other | $6B | +2% | 15% | | **Total** | **$41B** | **+10%** | **100%** | ### Mix Shift Analysis | Trend | Implication | |-------|-------------| | High-growth segment gaining share | Positive for overall growth | | High-margin segment gaining share | Positive for profitability | | Declining segment shrinking | Healthy portfolio management | | All segments growing | Broad-based strength | ## Guidance Range Analysis ### Range Width Interpretation | Range Width | Confidence Level | |-------------|------------------| | < 1% of midpoint | Very high confidence | | 1-2% of midpoint | High confidence | | 2-3% of midpoint | Moderate confidence | | > 3% of midpoint | Low confidence, high variability | ### Midpoint Calculation ``` Example: Range: $41.15B - $41.25B Midpoint: ($41.15B + $41.25B) / 2 = $41.20B Range Width: $41.25B - $41.15B = $0.10B % of Midpoint: $0.10B / $41.20B = 0.24% Interpretation: Very tight range, high confidence ``` ## Tracking Revenue Guidance ### Quarter-over-Quarter Changes | Period | Guidance | Change | Signal | |--------|----------|--------|--------| | Q1 FY26 | $40.5B | Initial | Baseline | | Q2 FY26 | $40.8B | +$0.3B | Raised | | Q3 FY26 | $41.2B | +$0.4B | Raised | | Full Year | $165B | | Annual | ### Guidance Revision Analysis | Revision | Interpretation | |----------|----------------| | Raised | Positive momentum | | Maintained | On track | | Narrowed | Increased visibility | | Lowered | Challenges | | Widened | Decreased visibility | ## Use Cases 1. **Model Updates**: Feed revenue guidance into financial models 2. **Consensus Comparison**: Compare to Street estimates 3. **Organic Growth Tracking**: Separate core growth from M&A 4. **FX Impact Analysis**: Understand currency effects 5. **Segment Trends**: Track business unit performance 6. **Beat/Miss Prediction**: Anticipate earnings outcomes ## Combining with Other Skills | Skill | Combined Analysis | |-------|-------------------| | analyst-estimates | Guidance vs. consensus | | income-statement | Historical revenue trends | | earnings-financial-guidance | Full guidance context | | revenue-product-segmentation | Segment validation | | stock-price-change | Guidance impact on price | ## Analysis Tips 1. **Track Organic Growth**: Strip out M&A and FX for true trends 2. **Compare to Consensus**: Is guidance above or below Street? 3. **Watch Range Width**: Narrow = confident, wide = uncertain 4. **Note Revisions**: Raising or lowering tells you direction 5. **Segment Focus**: Which segments driving growth? 6. **Historical Accuracy**: Does management typically beat guidance? ## Interpreting Results See [references/interpreting-results.md](references/interpreting-results.md) for detailed guidance on analyzing revenue guidance.
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