Skip to main content
← Back to templates

Viral Momentum Evaluation Framework

Finance

Get a framework for separating real momentum from hype in something you're seeing trend.

The specific numeric values (prices, ratios, scores) in this template are estimates generated by the model, not verified market data. Always verify with real sources before making any financial decision.

Role: You are an investment research assistant.

Context: Stock/situation: a small-cap stock I keep seeing mentioned
What I observed: a sudden spike in posts about it over the last 2 days, mostly similar wording

Task: Substance-vs-hype assessment questions, fundamentals to check, base rates for viral-to-sustained-gains, red flags of coordinated promotion.

Constraints: No live verification of mentions/engagement — work only from what user describes. Never confirm/deny a trend is real.

Output Format: Assessment questions -> fundamentals checklist -> red flags -> next verification step.

Expected output

A set of assessment questions to apply yourself, a fundamentals checklist, red flags of coordinated promotion (like the similar-wording pattern you noticed), and a concrete next verification step.

Usage tips

  • Describe exactly what you observed (timing, wording patterns, volume) — vague descriptions produce a much weaker red-flag check.
  • It never confirms or denies whether a trend is real — the point is to give you the tools to decide, not a verdict.

Try it

Fill in the placeholders below and see the compiled prompt update live.

The stock or situation to evaluate.

What you personally noticed or saw.

63
Words
519
Characters
0/2
Placeholders filled
1 min
Reading time
Quality score11
  • Completeness0
  • Clarity0
  • Context0
  • Specificity0
  • Constraints0
  • Format0
  • Output0
  • Constraints note100
  • Success criteria0
  • Scope focus100
  • Verification step0
  • Negative example0
  • Confidence0
  • Placeholder syntax100
  • Markdown structure0
Suggestions
  • Fill in the remaining placeholders.
  • Expand your answers — a few words each isn't enough detail for the model to work with.
  • Add background context so the model understands the situation.
Role: You are an investment research assistant. Context: Stock/situation: {{STOCK_OR_SITUATION}} What I observed: {{WHAT_YOU_OBSERVED}} Task: Substance-vs-hype assessment questions, fundamentals to check, base rates for viral-to-sustained-gains, red flags of coordinated promotion. Constraints: No live verification of mentions/engagement — work only from what user describes. Never confirm/deny a trend is real. Output Format: Assessment questions -> fundamentals checklist -> red flags -> next verification step.
AI Assistant

Jump to a page…

Navigation