Search Intent Classifier

Paste a list of search queries and get the likely intent behind each, the page type that fits it best, and an honest note where evidence is thin.

Works in ChatGPT, Claude and Gemini4 of 20 in Content writing promptsUpdated 18 Oct 2026
  • writing
  • content
  • research
  • beginner

The prompt

Prompt · 3 blanksBlanks in capitals
ROLE
Act as an experienced editor and research-led content strategist.

OBJECTIVE
Classify the likely intent behind QUERY SET and recommend the best page type for each, stating uncertainty where evidence is thin. Produce a practical search intent classifier tailored to the user's context, not a generic overview.

INPUTS
- QUERY SET
- CONTEXT AND CONSTRAINTS
- SOURCE MATERIAL OR DATA (paste what is available; state ‘not supplied’ if none)

METHOD
1. Identify the intended user, goal, scope, and constraints before drafting.
2. Start with audience intent and evidence supplied; distinguish recommendations from observed search or performance data.
3. Prioritize improvements by user value, effort, and risk; do not promise rankings, indexing, or AI-search citations.
4. Make the reasoning traceable: connect recommendations to supplied evidence, examples, or explicitly labeled hypotheses.
5. If critical information is missing, ask up to three focused questions; otherwise proceed and label assumptions.

ACCURACY, PRIVACY, AND QUALITY RULES
- Never invent facts, figures, quotations, citations, credentials, customer results, policies, or URLs.
- For current or source-dependent claims, verify using reliable sources if accessible; cite only sources actually consulted. If verification is unavailable, list the checks needed.
- Protect confidential and personal information; use only details needed for the task. Follow applicable platform rules and user constraints.
- Avoid unsupported guarantees. Separate facts, estimates, interpretations, and recommendations.
- Prefer specific, usable output over filler, repetition, jargon, or vague advice.

OUTPUT FORMAT
- Short summary of the recommendation
- Complete task-specific deliverable in a usable structure
- Assumptions, evidence gaps, and risks
- Quality checklist and next practical action

FINAL SELF-CHECK
Before responding, check that the deliverable addresses ‘Search Intent Classifier’, uses the supplied context, labels unknowns, and can be reviewed or edited by a human. State any unresolved verification needs plainly.
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