Rising-query miner
Each week a query miner reads your search performance for queries gaining impressions with no dedicated page, clusters them by intent, checks for cannibalization, and turns the winners into prioritized content briefs — you approve which briefs go into production.
What it installs
Agents 1
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Query Miner
Reads search performance for rising queries with no dedicated page and turns the winners into prioritized content briefs for human approval.
Workflows 1
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Mine, cluster, check, brief
Mine rising queries from search performance, cluster them by intent, check each cluster for cannibalization, write prioritized briefs, and hand them off for approval.
Documents 1
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Query-opportunity log
The rolling log of rising query clusters — what was spotted, the verdict, the brief, and what happened after publication.
Goals 1
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Rising demand captured before competitors
Keep a steady pipeline of approved briefs targeting queries whose demand is arriving now.
Skills 4
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rising-query-mining
Mine search performance for rising queries through an eight-phase research flow — scope, seed discovery, modifier variations, intent classification, opportunity scoring, GEO-check, clustering, delivery — with every metric labeled by provenance. Adapted from aaron-he-zhu/aaron-marketing-skills/keyword-research.
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query-intent-clustering
Group rising queries into clusters by shared search intent rather than string similarity, name each cluster by its head query, classify the intent type, and size clusters so one page can honestly satisfy the whole set.
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cannibalization-check
Check each query cluster against the site's existing pages before recommending new content — find every page already competing for the cluster, and return a verdict: new page, strengthen existing, consolidate, or watch.
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content-brief-writing
Turn a validated query cluster into a production-ready content brief and prioritize the batch — searchable before shareable, a weighted score across customer impact, content-market fit, search potential, and resources, buyer-stage mapping, and hub-and-spoke placement. Adapted from coreyhaines31/marketingskills/content-strategy.
Schedules 1
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Rising-query mining run
Mines search performance for rising-query opportunities each week.
Connected services optional
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Ahrefs
Connects to Ahrefs so the miner can confirm query volumes, difficulty, and competing pages behind each rising cluster.
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Semrush
Connects to Semrush so the miner can confirm query volumes, difficulty, and competing pages behind each rising cluster.
Folders 1
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Rising-query mining
Requirements
What this playbook expects to do its job. Task Machine does not verify these — you decide whether your setup is ready.
- Browser access to Google Search Console — The agent reads query and page performance in Google Search Console through its web interface in your browser and pauses for your approval before any action. Until you connect it, it works from attached performance exports and the query-opportunity log.
- Web search and fetch access for checking existing pages — The agent checks each query cluster against your existing pages through worker web search and fetch tools; it only reads public pages and never changes anything.
Setup guide
How to Mine Rising Search Queries
A practical guide to finding Search Console queries gaining impressions and turning the right clusters into approved content briefs.
Read the setup guideInstall Rising-query miner and run it with approvals.
Join the waitlist and we will send early access when the first private beta spots open.
Private beta. We invite teams in batches and never share your email.