A natural-language query mining engagement by senior experts. We mine People Also Ask, SERP features, Reddit, Quora, niche forums, and AI engine response patterns to surface up to 200 conversational questions worth targeting — the queries that drive AI search visibility, not the short-tail keywords. $597, 15 business days, transparent pricing, no surprises.
Strategy + blueprint for your team to implement. Want it done for you? Upgrade to Leverage →
TapasSEO's Generative / Answer Engine Keyword Mining is a focused query-mining engagement by Leverage (20+ years, 50+ countries). We compile up to 200 natural-language questions from PAA, SERP features, Reddit, Quora, niche forums, and observed AI engine prompts — deduplicated, clustered by sub-intent, tagged with AI-engine surface eligibility, and mapped to target pages. The query layer that powers AI search visibility. $597, 3-5 business days, transparent pricing, no surprises.
Each source surfaces a different angle. Combined, they map the conversational query landscape your category lives in.
People Also Ask trees expanded 3-4 levels deep. Surfaces the question chains real users follow when investigating your topic.
Auto-complete patterns, snippet-eligible queries, "Things to know" and "Discussions and forums" triggers.
Question threads in your niche subreddits. Often surfaces phrasings and problem framings missing from keyword tools entirely.
Active, high-engagement questions in your topic space. Strong AI-engine source — ChatGPT and Perplexity often cite Quora-style framings.
Industry-specific Discord/Slack/Stack/forum questions. Captures professional-grade questions often missing from broader sources.
Prompts that historically trigger AI Overviews, ChatGPT explanations, Perplexity citations on your topic. Tells you what AI engines treat as canonical question forms.
Spreadsheet with each question tagged: source, sub-intent (definition / comparison / troubleshooting / how-to / why), monthly demand where measurable, AI-engine surface eligibility.
Questions grouped into clusters by underlying intent so you can plan content series instead of one-off pieces.
Per question: which engines (Google AI Overviews / ChatGPT / Perplexity / Gemini) actually answer it today and which don't yet.
For each high-value question: existing page that should answer it (with content addition recs), or a new page to create.
Per cluster: which content format AI engines favor (FAQ block, definition opener, step list, comparison table). Drives content structure.
Designed PDF on top of the spreadsheet, with the sub-intent map, top-10 highest-leverage questions, and 60-day execution plan.
Output formatted to feed straight into the AI Overview Targeting Roadmap if you commission that next.
Live or recorded walkthrough with a senior SEO consultant — every finding explained, every fix prioritized, so your team ships the right things in the right order.
up to 200 natural-language questions, AI-tagged
One-time. 3-5 business days. Transparent pricing, no surprises.
🔒 Fixed scope and price, documented up front — no surprises.
Want this implemented for you? Have Leverage do it →
Fixed scope and price, documented up front — no surprises.
Reviewed and finalized by senior specialists from the Leverage team.
You order, we deliver in 3-5 business days. Fixed timeline, fixed price.
Output formatted to feed straight into the AI Overview Targeting Roadmap or AI-Ready Content Architecture if you commission those next.
TapasSEO is the productized arm of Leverage, a boutique SEO consultancy with 20+ years of experience across 50+ countries and 20+ languages.
Traditional Google searches are short and keyword-shaped: ‘$word $word $word’. AI engine queries are long, conversational, and complete sentences: ‘what’s the difference between X and Y when I’m trying to do Z?’. Targeting only short-keyword queries means you’re invisible to a growing share of how people actually search now. Mining the full natural-language question set is the entry point to AI search visibility.
Google PAA (People Also Ask) trees expanded several levels deep, Google Suggest, SERP feature snippets, AlsoAsked / AnswerThePublic patterns, Reddit threads in your niche subreddits, Quora question feeds, niche forum questions, and prompts that historically trigger AI Overviews / ChatGPT responses on your topic. We compile, deduplicate, and cluster them by sub-intent.
A spreadsheet with up to 200 natural-language questions for your topic area, each tagged by source (PAA / Reddit / Quora / etc.), sub-intent (definition / comparison / troubleshooting / how-to / why), AI-engine surface (which engines actually answer this), monthly demand where measurable, and a recommended target page. Plus a sub-intent map showing which clusters are best for AI inclusion.
This service finds the QUERIES worth targeting. The GEO / AEO Discovery Audit ($697) measures where you currently rank in AI engines. The AI Overview Targeting Roadmap ($497) shows you which queries trigger Google AI Overviews and prescribes content rewrites. AI-Ready Content Architecture ($697) gives you the templates so future content is born citation-ready. Most teams sequence: Discovery → this Mining → Targeting Roadmap → Architecture.
Transparent pricing, no surprises — fixed scope and price, documented before you order.
You receive the full deliverable from senior consultants — the audit, blueprint, plan, or instructions for your team to execute. Your team (or your dev) handles implementation. If you want hands-on implementation, upgrade to Leverage → — they will quote you a custom price for done-for-you delivery.
up to 200 natural-language questions. 6 sources. Sub-intent clustering. AI-engine surface tags. Target page recs. 3-5 business days. $597 once.
Get My Question Map — $597One-time payment · 3-5 business days · Transparent pricing, no surprises
If you need mining across multiple topic areas, multi-language sets, or recurring AI engine monitoring — drop your details and a free senior SEO consultant from the Leverage team will reach out within 24 hours.