Analyst Estimates

Retrieve analyst financial estimates for public companies using Octagon MCP.

Prerequisites

Ensure Octagon MCP is configured in your AI agent (Cursor, Claude Desktop, Windsurf, etc.). See references/mcp-setup.md for installation instructions.

Query Format

Retrieve analyst financial estimates for <TICKER> for the annual period, limited to <N> records on page 0.

MCP Call:

{
  "server": "octagon-mcp",
  "toolName": "octagon-agent",
  "arguments": {
    "prompt": "Retrieve analyst financial estimates for AAPL for the annual period, limited to 10 records on page 0"
  }
}

Output Format

The agent returns a table with analyst estimates across future periods:

Data Source: octagon-financials-agent

Key Observations Pattern

After receiving data, generate observations:

1. Growth trajectory: Calculate implied revenue and EPS CAGR
2. Estimate dispersion: Analyze spread between low and high estimates
3. Analyst coverage: Note number of analysts covering each period
4. Near vs far-term: Compare confidence in near-term vs long-term estimates
5. Historical comparison: Compare estimates to actual historical performance

Metrics Reference

Analysis Tips

Implied Growth Rate

Implied CAGR = (Future Estimate / Current)^(1/Years) - 1

Example: ($566B / $416B)^(1/5) – 1 = 6.4% revenue CAGR

Estimate Dispersion

Dispersion = (High - Low) / Average × 100

• Narrow dispersion (<10%) = High consensus
• Wide dispersion (>20%) = Significant uncertainty

Analyst Coverage Quality

• More analysts = more reliable consensus
• Declining coverage = less institutional interest
• <5 analysts = thin coverage, use caution

Forward P/E Calculation

Forward P/E = Current Price / EPS Estimate

Use for valuation relative to growth expectations.

Estimate Revisions (with follow-up)

Track changes over time:

• Upward revisions = positive momentum
• Downward revisions = negative momentum
• Frequency of revisions matters

Valuation Applications

DCF Inputs

Use estimates for:

• Revenue projections
• Margin assumptions (with historical data)
• Terminal growth rate guidance

Relative Valuation

Compare:

• Forward P/E to historical average
• Forward P/E to peers
• PEG ratio (P/E / Growth rate)

Earnings Surprise Potential

Compare estimates to:

• Management guidance
• Historical beat/miss rate
• Recent operating trends

Confidence Assessment

High Confidence Estimates

• Near-term (1-2 years out)
• Many analysts covering
• Narrow dispersion
• Stable business model

Low Confidence Estimates

• Long-term (5+ years out)
• Few analysts covering
• Wide dispersion
• Rapidly changing industry

Follow-up Queries

Based on results, suggest deeper analysis:

• “What factors are driving the projected revenue growth from [YEAR1] to [YEAR2]?”
• “How do these estimates compare to [COMPANY]’s historical financial performance?”
• “What are the key risks to achieving the upper end of these revenue estimates?”
• “Retrieve analyst price targets and ratings for [TICKER]”