How to Turn SEO Keywords Into AI Search Prompts
- A keyword shows what people search for, while a prompt reveals the audience, problem, and decision behind that search.
- Ahrefs helps you confirm demand, understand search intent, and identify the pages and content patterns already competing for the topic.
- Google Search Console shows which real queries already bring impressions and clicks to your page, giving you evidence for creating more relevant buyer prompts.
- The strongest prompt-research workflow improves one important page instead of producing multiple articles that repeat the same search intent.
- AI visibility requires testing realistic prompts across several engines, then comparing the brands, sources, capabilities, and proof points that appear repeatedly.
- Manual AI checks are useful for research, but dedicated tools like Ahrefs Brand Radar and Searchable make it easier to monitor citations, competitors, and visibility over time.
A keyword tells you what people search for. A prompt tells you what they are trying to solve by adding the audience, problem, and decision behind the search. This helps you improve one useful page instead of publishing several articles that repeat the same idea.
In this guide, we use the “webflow development” keyword and our own Webflow development service page as a practical example. You can follow the same process with any important page on your own site.
Disclaimer: Applying this full process across your site takes time, especially when technical SEO and AI visibility need to work together - we can support you with both.
What Are We Trying to Find?
We are looking for the real buyer question behind “webflow development” and the information a potential client needs before choosing an agency.
In our case, the most likely audience is a marketing leader who needs a Webflow website built, redesigned, or improved without enough development capacity in-house.
“I’m a CMO at a growing B2B SaaS company. Which Webflow agencies have experience building scalable websites that marketing teams can manage independently after launch?”
This question tells us what the page needs to explain: what SKROL delivers, who it helps, how the work is carried out, and what proof a potential client should review. AI search uses query fan-out, breaking this one question into related searches about our Webflow capabilities, relevant projects and case studies, development expertise, and whether we have enough authority and proof to be considered a trusted Webflow development partner. The page should address these questions clearly.
What Should You Check in Ahrefs (Or Similar Tool) First?
Use Ahrefs to confirm demand, understand the search intent, and see which pages already compete for the topic.
Open Ahrefs Keywords Explorer, search for “webflow development” and then review:
- Monthly search volume
- Keyword difficulty
- Traffic potential
- The search intent shown by the current results
- Related terms and questions
- The pages currently ranking
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Keyword research shows these relevant opportunities:
This immediately gives us a clear signal. The keyword “webflow development” is the broadest term and is classified as informational, while both “webflow development agency” and “webflow development services” show stronger commercial and transactional intent.
Our page needs to use “webflow development” as the central topic, but it should answer the commercial questions behind the related terms. A service page that only explains what Webflow development is could attract attention without helping a buyer decide. A service page that explains the offer, process, capabilities, and outcomes can serve both the broad topic and the commercial variations naturally.
Now inspect the search results for your page:
If the results are mostly agency pages, the intent is commercial.
If they are mostly guides, tutorials, or docs, the intent is more informational.
So the page should always match the dominant intent instead of, for example, forcing your service pitch into an educational article.
If you want to learn more about keyword research in Ahrefs, use their Keyword Research guide.
What Does the SERP Tell Us?
The SERP is a reality check. It shows what people expect to find and what type of page Google is currently rewarding for a keyword. Before updating a page, check whether your planned format matches the dominant results.
For your keyword, review the top results and note:
- Content type: service page, guide, comparison, directory, or project page.
- Content format: how to, list, review, definition, or landing page.
- Content angle: the specific promise or audience each result focuses on.
- Evidence: case studies, examples, expertise, reviews, or other proof.
- Recurring questions: topics that appear across several competing pages.
In our example, we compared the results for:
- “webflow development”
- “webflow development agency”
- “webflow development services”
The broader “webflow development” term returns more educational content, while “webflow development agency” and “webflow development services” return more commercial and transactional intent. This helps us optimize the page around what potential buyers need to understand before choosing a Webflow development partner.
For any keyword, use the SERP to answer three questions:
- Does this page match what the searcher is looking for?
- Does it cover the important questions and expectations shown in the results?
- Does it provide stronger or more relevant proof than the competing pages?
For us, that proof is development projects shown through case studies, expertise, process, technical standards, and clear evidence that we can deliver the service (one way is to display client testimonials).
The same principle goes for any other page: match the search intent, then improve the answer with useful detail and first-hand evidence.
How Do You Use Google Search Console?
Use Google Search Console to see which queries are bringing people to a page and where there may be room to improve.
Go to Performance → Search results → Pages, filter for the page you want to review, open Queries, and set the date range to the last six months. Then review clicks, impressions, CTR, average position, and the queries associated with the page.
Our Webflow development page grew by around 5x compared with the previous period. That’s already a strong signal, but there is still room to improve - especially around the commercial queries we flagged during this SEO audit.
The clearest opportunity is “webflow development agency” - the page is receiving substantially more impressions for this query than clicks, while the broader “webflow development” for example is generating stronger click activity relative to its visibility.
What to do next: We’ll update the relevant queries and page content based on the GSC data, then check the page after 28 days. Crawling can take anywhere from a few days to a few weeks, so these timeframes are a more reliable basis for comparison.
How Do You Turn the GSC Queries Into Prompts?
Rewrite the strongest real queries as complete questions that include the buyer’s situation and decision.
Start with the target keyword:
- “webflow development”
Add the audience:
- “Marketing leader at a growing B2B company”
Add the problem:
- “Needs a reliable Webflow site but lacks in-house development capacity”
Add the decision:
- “How to choose a Webflow partner”
Now rewrite it as:
- “I’m a CMO at a growing B2B SaaS company. Which Webflow agencies have experience building scalable websites that marketing teams can manage independently after launch?”
That prompt is longer than the keyword, but it reflects the situation a real buyer is trying to solve. It tells us what the answer needs to cover:
- Relevant Webflow and B2B SaaS experience.
- Evidence from comparable projects and case studies.
- Design-to-development capability.
- Technical quality and site performance.
- A clear process from brief to launch.
- CMS and integration requirements.
- How easily the marketing team can manage the site after launch.
- Ongoing support and ownership.
These points then become our content checklist. Use them to review whether the page answers the buyer’s question, demonstrates your expertise, and provides enough first-hand proof to support the recommendation.
Which Follow-up Questions Should the Page Answer?
Take your buyer prompt and turn it into a short page checklist. For each question, check whether the page gives a clear answer and specific proof.
For the Webflow development example, the checklist is:
- What exactly do you build, redesign, migrate, or support?
- Have you completed similar projects for similar companies?
- Can you show relevant case studies, not just general claims?
- How do you handle CMS, integrations, custom functionality, and SEO?
- What happens from the first brief to launch?
- Will the marketing team be able to manage the site after handover?
- Is any support available after launch?
Then review the page in this order:
- Opening: Does it answer the buyer’s main question immediately?
- Offer: Does it make the scope of work clear?
- Proof: Does it show relevant projects and expertise?
- Process: Does it explain how the work is delivered?
- Handover: Does it explain what happens after launch?
- Next step: Is it obvious what the reader should do next?
The same goes for any page: identify the buyer’s questions, check whether the page answers them, and add proof wherever a claim is not yet supported. In terms of content, it should always be created for a specific audience, backed by enough original, useful information.
How Do You Check AI Visibility?
Start with a real buyer prompt based on your GSC data and the page you are optimizing. For example:
Run the prompt in ChatGPT, Perplexity, Gemini, and Google AI features. Record:
- Which companies or pages are mentioned.
- Where your brand appears in the answer.
- How the AI describes your offer.
- Which capabilities and proof points it repeats.
- Which sources are cited.
- Which competitors appear and what evidence supports them.
Repeat the test with several related prompts. Manual checks can produce different answers each time, so one result doesn’t mean it’s a definitive ranking. The useful signal comes from testing multiple prompts across multiple AI engines and looking for recurring patterns.
This process quickly becomes lengthy and time consuming, which is why dedicated tools are more practical for ongoing tracking. Use Ahrefs Brand Radar, Searchable, or another AI visibility platform to monitor mentions, citations, competitors, and share of voice over time.
What Do You Do Next?
Start with one important page and its main keyword. Use Ahrefs to understand demand and search intent, then use Google Search Console to find the real queries already connected to the page. Search Console provides clicks, impressions, CTR, average position, and query data for this review.
Turn the strongest queries into buyer prompts by adding the audience, problem, and decision behind the search. Use those prompts to check whether the page explains the offer clearly, answers the buyer’s follow-up questions, and provides enough relevant proof.
Test the prompts manually across several AI engines, then use a dedicated AI visibility tool to monitor mentions, citations, and competitors over time. Google’s AI features still depend on the same core SEO foundations as Search, so the priority remains useful, crawlable, indexable, clearly structured content.
Frequently Asked Questions
Add the audience, problem, and decision behind the keyword. For example, turn “webflow development” into a question about which agency can help a growing B2B company build a scalable website its marketing team can manage after launch.
Search Console shows the real queries already generating impressions and clicks for a page. Export the query data, identify commercial and problem-focused terms, and rewrite the strongest ones as realistic buyer questions.
No. If several keywords describe the same search intent, improve one strong page instead of publishing several overlapping articles. Make that page clearer, more useful, and better supported by first-hand proof.
Test a focused set of buyer prompts in ChatGPT, Perplexity, Gemini, and Google AI features. Record which brands, pages, capabilities, and sources appear, then repeat the checks across multiple prompts because one AI answer is not a reliable ranking.
No. There are no additional technical requirements or special AI schema needed for AI Overviews or AI Mode. Focus on crawlable, indexable, useful content, strong internal links, clear text, good page experience, and structured data that matches the visible page.
