Prompt Search
Discover the questions buyers ask AI, compare the answers, and turn gaps in brand visibility into a prioritized content plan.
What this service includes
Start with your audience, product, and buying journey. We build a prompt library around recommendations, comparisons, alternatives, and use cases, then connect each priority question to content and a repeatable monitoring baseline.
Buyer questions and intent map
Brand, competitor, and citation baseline
Prioritized prompt library and content briefs
Service breakdown
Move from audience research to an actionable question library. In the full GEO program, the monthly scope includes 30 keyword and topic groups; prompt variants are organized within those groups.
Map buyers and decision scenarios
Define whose questions matter and which decisions your content should support.
- Review product information, target markets, customer questions, and available search data.
- Group questions by discovery, comparison, evaluation, and purchase intent.
- Define the language, region, audience, and product category for each group.
Build and prioritize the prompt library
Turn broad topics into specific questions that can guide writing and repeated checks.
- Cover recommendations, alternatives, comparisons, workflows, and constraints.
- Separate branded and unbranded questions and record natural-language variants.
- Rank opportunities by business relevance, evidence gaps, and production effort.
Review answers, competitors, and sources
Capture a starting point for the agreed AI platforms and question set.
- Record the prompt, platform, date, answer, brand mentions, and available citation URLs.
- Compare 3–5 priority competitors as part of the full GEO program.
- Label observed results and research hypotheses separately; validate proposed questions with customer input.
Hand over the content opportunity map
Give writers and monitoring owners a shared execution plan.
- Map each priority prompt group to an existing page or a proposed article.
- Outline answer structure, supporting evidence, comparison criteria, and internal links.
- Deliver the prompt library, baseline observations, and next-cycle priorities.
Delivery and acceptance
What you receive and how we review it
Prompt Search turns market and customer context into the shared research foundation for article production and GEO monitoring. It answers which questions to prioritize, what a useful answer needs, and which page should address each intent.
Prompt library
What is inside
Prompt ID and version; exact wording; research source; buyer stage; task and constraints; language and region; branded or unbranded label; priority and rationale.
Acceptance criteria
Questions can be traced to a source or a labeled hypothesis. Paraphrases remain in the same topic group rather than inflating opportunity counts.
Answer and source review
What is inside
Sample date and platform; available mode or model; answer evidence; brand and competitor mentions; cited domains and URLs; missing, inaccurate, or incomplete information.
Acceptance criteria
An analyst can find the observation behind each conclusion. Missing access and unavailable citations are labeled explicitly.
Prompt-to-page plan
What is inside
Target page or proposed URL; create/update/combine decision; suggested format; evidence requirements; outline; conversion action; owner and priority.
Acceptance criteria
Each priority group has one primary page owner, a reason to act, and enough detail for a writer to prepare a brief.
Illustrative example · not client data
A prompt record a writer can act on
Illustrative scenario: a bilingual sales team researching meeting software. This is a proposed research question, not an observed customer query or measured search volume.
- Research prompt
- Which AI meeting assistant should a 20-person sales team use for Chinese-English calls and CRM follow-up?
- Intent and constraints
- Commercial evaluation; bilingual calls; CRM compatibility; team access; budget and privacy requirements still need confirmation.
- Questions to validate
- Which CRM is used? Is mixed-language transcription required in the same call? What counts as a successful follow-up export?
- Page decision
- Improve an existing relevant comparison if one exists; otherwise brief a sales-team evaluation guide. Keep generic product information on the product page.
- Evidence needed
- Product documentation, a reproducible bilingual-call test, supported CRM fields, current plan details, and dated source notes.
- Priority and monitoring
- Prioritize after confirming customer relevance and evidence availability. Freeze the approved wording and version for the monitoring set.
The quality checks behind the delivery
- The question reflects a real decision and can be validated with the client; invented intent is labeled as a hypothesis.
- Branded discovery and unbranded category questions are analyzed separately.
- Each opportunity explains why it is worth pursuing, what evidence is missing, and whether an existing page already covers it.
- Source phrases, search keywords, and full user prompts are distinguished in the research record.
What we need to get started
- Product positioning, ideal customer profile, priority markets, languages, and the decisions the buyer needs to make.
- Available customer interviews, sales-call notes, support questions, site-search terms, and search analytics.
- Priority competitors, relevant existing pages, and someone who can validate the relevance of proposed questions.
How the work moves into the next stage
Article Production receives the approved briefs and evidence needs. GEO Monitoring receives the fixed prompt set and baseline. New discoveries join a new library version so they do not silently change the comparison cohort.
Read our complete GEO methodFAQ
Frequently asked questions
Scope, delivery, and collaboration questions about Prompt Search.
Want the same structure tailored to your acquisition goals?
We can map the priority channels, recommend the first workstream, and show how the engagement would be scoped around your growth motion.
