Keyword → Prompt Mapper
Take a list of traditional keywords, get back the conversational prompts your buyers actually type into AI assistants. Up to 20 keywords per run.
What is the Keyword → Prompt Mapper?
Traditional SEO keywords like "best CRM software" represent how people searched on Google in 2015. In 2026, the same buyer opens ChatGPT, Perplexity, Gemini, or Claude and types a full sentence: "what's the best CRM for a 10-person B2B startup in India that integrates with HubSpot?" The intent is identical — the surface is completely different. This tool bridges that gap. Paste your keyword list and it returns the conversational prompts real buyers actually type into AI assistants when they're researching, comparing, or ready to buy.
Under the hood we combine intent classification (informational, commercial, transactional, navigational) with audience context and prompt-pattern libraries drawn from real LLM query behavior. The output isn't a thesaurus — it's the actual question shape your content needs to answer to show up in AI-generated results.
How this tool helps you
Win Answer Engine visibility
Rewrite pages to answer the exact prompts your buyers ask ChatGPT and Perplexity — the fastest path into AI citations.
Build a real AEO content brief
Feed the prompts into H2s, FAQs, and direct-answer paragraphs so LLMs can lift your content verbatim.
Uncover buying-stage intent
See which keywords hide comparison, pricing, or decision-stage questions you're not currently ranking for.
Brief your writers with clarity
Hand your content team the actual questions to answer — no more guessing what 'search intent' means.
Audit competitors faster
Run competitor keywords through the mapper to see the AI-search surface they're leaving on the table.
Feed paid & organic strategy
Use conversational prompts to shape ad copy, landing pages, and PMax themes that match modern buyer language.
Who should use it
- • SEO & AEO specialists transitioning from keyword-first to prompt-first strategy.
- • Content marketers writing briefs that need to rank in both Google and AI overviews.
- • SaaS & B2B founders figuring out how their ICP actually asks about their category.
- • Agencies pitching GEO/AEO retainers with concrete before/after examples.
Frequently asked questions
How is a prompt different from a keyword?+
A keyword is a short query fragment (2–4 words) optimized for Google's index. A prompt is a full natural-language question (10–30 words) with context, constraints, and intent baked in. AI assistants match content to prompts, not keywords.
How many prompts do I get per keyword?+
Typically 4–6 prompts per keyword, covering informational, commercial, comparison, and decision-stage intents. You can run up to 20 keywords per submission.
Does the audience field actually change the output?+
Yes. If you specify 'CFOs at mid-market manufacturers,' the prompts shift toward pricing, ROI, compliance, and vendor-evaluation language. Leaving it blank returns broader B2B/consumer variants.
Can I use these prompts directly in my content?+
Absolutely — use them as H2 subheads, FAQ questions, or direct-answer paragraph openers. That's the fastest path to being cited by ChatGPT, Perplexity, and Google AI Overviews.
Do you store my keyword list?+
We store your email and the keyword list you submitted so we can follow up if you're interested in our AEO/GEO services. We don't sell or share this data.
Is there a limit on how many times I can run it?+
The tool is free — please be reasonable. If you need to process hundreds of keywords or want bulk API access, get in touch with eSearchLogix.
Need a full AEO/GEO strategy?
This tool is a taste. eSearchLogix builds end-to-end Answer Engine Optimization programs — from prompt research to schema, entity graphs, and LLM-ready content.
Talk to eSearchLogix →