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How can you collect and initially screen keywords and AI prompts worth considering?

Start by clarifying the topics relevant to your business, your target audience, and how you intend to use the research. Then gather candidate keywords and prompts from customer questions, search results, existing visibility, and competitors. For the initial screening, prioritize relevance and demand, then consider search volume, keyword difficulty, and search intent. Here, AI prompts are questions that your audience asks AI. They help you identify content worth creating; they are not instruction templates for having AI write articles. Candidates worth keeping should have the potential to support at least one of the following: brand awareness, AI visibility, lead generation, or purchases.

Define both the topic and the context

Build a list of core terms based on the products and services your brand actually offers, then expand it using your audience’s language. A 2018 awoo article uses “SEO” as an example, expanding it into “What is SEO?”, “SEO tutorials,” and “SEO case studies.” Although these terms share a topic, they do not necessarily call for the same type of content.

For prompts, retain the specific context. Compared with “best CRM,” “Which CRM is best for a two-person real estate team?” includes team size, industry, and purchasing needs. When collecting prompts, do not keep only the product name while removing the conditions that meaningfully affect the answer.

Expand the list using real questions and search clues

  • Customer records: Review sales calls, support records, and onboarding questions. Record recurring questions and objections, keeping customers’ exact wording rather than rewriting it as marketing jargon.
  • Public discussions: Look through relevant forums, social media communities, and video comments for unanswered questions and pain points. AI can help compile these, after which you can select those relevant to your business.
  • Search results and keyword databases: Start with broad core terms to explore related topics, related searches, and “People also ask.” Questions in “People also ask” can offer clues to conversational phrasing, but their presence does not prove that anyone has entered them into AI. Expanding more questions can also take you further off topic.

For example, if support records repeatedly include “How do I export data from the tool to Excel?”, it is worth adding as a candidate. This question may serve both prospective buyers checking the tool’s features and existing customers who need instructions.

Procrustes also turns the questions customers genuinely care about into articles as part of its content services, with ongoing planning, writing, and updates.

Fill gaps using existing visibility and competitors

Websites that already appear in search results can use Google Search Console to identify relevant queries with many impressions but few clicks, looking for topics they have not adequately addressed. New sites or those without rankings can skip this step. You can also compare terms for which competitors rank but your site does not, or ranks lower, as well as prompts where competitors appear in AI answers but your brand is absent. However, competitor visibility only signals something worth examining—not something you should automatically adopt.

Check relevance and demand, then narrow the list using data

First, remove candidates unrelated to your services that also cannot support the goals outlined above. Then consider search volume, search intent, and keyword difficulty. Long-tail keywords are generally more specific and may have lower search volume and less competition, but they do not guarantee rankings. Terms drawn from real customer questions should not be discarded simply because a tool reports zero search volume.

When using prompt research tools, check whether the figures estimate query volume for an entire topic or describe individual prompts. Do not treat a topic-level estimate as the actual number of times each question has been used. The outcome of this round is a shortlist worth evaluating further, not a promise of results.

Keyword and AI prompt research: perspectives from across the web

How can you further narrow the candidates using existing rankings?

Websites that already rank can use an organic rankings tool to find relevant terms ranking 11th or lower that have some search volume and relatively low difficulty, then check whether they align with business objectives. Screening thresholds are not universal: they may need adjusting based on site authority, goals, and the number of results. Loosen the criteria if there are too few candidates, and tighten them if there are too many.

Beyond Google query data, what existing AI visibility can you check?

If your website already has visibility in AI search, you can review the AI report in Bing Webmaster Tools to find relevant queries for which your brand is cited relatively infrequently. These queries have generated citations, but your content may not yet be fully optimized for them. Add them to the candidate list, then assess their relevance to your business and audience needs. Without existing visibility, this method offers limited clues.

Can advertising competition be treated as organic search ranking difficulty?

The two should not be equated. Competition in Keyword Planner describes advertiser bidding activity, not organic SEO competition. To assess organic ranking opportunities, examine keyword difficulty and your own website’s circumstances separately. A 2018 awoo article also noted that users who were not running ads might see only broad search volume ranges. However, that reflected the tool’s conditions at the time and should not be treated as a current rule.

After the initial research, how should you organize commercial keywords and informational queries?

Use search intent to decide how to use each term: consider assigning commercial keywords to core pages and incorporating informational queries into content planning. This is one way to organize the results of initial research, not a requirement to create a separate page for every term. You should still check whether each term matches the page’s content and whether the page meets your target audience’s needs.

References

  1. How to do keyword research in 2026 (6 ways + framework)www.semrush.com · 2024-02-28T10:54:00Z — Discusses: How can you further narrow the candidates using existing rankings?; Beyond Google query data, what existing AI visibility can you check?
  2. 一站式的關鍵字Data研究工具─「天下無狗」強力改版www.awoo.ai · 2018-06-08T08:08:42+00:00 — Discusses: Can advertising competition be treated as organic search ranking difficulty?; After the initial research, how should you organize commercial keywords and informational queries?
  3. How to Choose Keywords for SEO + AI Search (5 Ways)www.semrush.com · 2023-03-24T12:03:00Z — Source used in the article above.
  4. SEO for a new website: A sequencing guide for your first 90 dayswww.semrush.com · 2020-12-02T15:30:00Z — Discusses: After the initial research, how should you organize commercial keywords and informational queries?
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