These are selected for this specific competitor research job. Use the prompt-ready instruction when it helps, and skip it when the condition does not fit.
Source grounding Source-grounded context pack
Use when: Use when the answer depends on competitor pages, screenshots, ads, pricing, SEO exports, or reviews.
Prompt move: Build a source table first with source, date checked, claim, confidence, and business meaning. Use only that table for the final recommendations.
Skip when: Skip only for brainstorming with no factual claims.
Pattern analysis Pattern clustering
Use when: Use for batches of ads, emails, social posts, reviews, SEO pages, or competitor claims.
Prompt move: Cluster repeated signals before interpreting them. Label one-off examples as one-offs and do not treat them as strategy.
Skip when: Skip for a single landing page or one pricing table.
Strategy critique Counterfactual options
Use when: Use when the output recommends positioning, offer, creative, content, or product moves.
Prompt move: Give at least one alternative interpretation and one reason the main recommendation could be wrong.
Skip when: Skip for factual extraction or source verification.
Decision-quality scoring Evidence rubric
Use when: Use when recommendations could change strategy, positioning, pricing, ads, or product priorities.
Prompt move: Score each important finding by evidence strength, relevance, business impact, and reversibility before recommending an action.
Skip when: Skip for prompts that only organize notes without recommending action.
Verification workflow Verification loop
Use when: Use before sharing research with a client, team, sales deck, ad brief, or website backlog.
Prompt move: After the first draft, run a verification pass that lists unsupported claims, stale details, missing sources, and recommendations to downgrade or remove.
Skip when: Skip only for private rough notes.