Keyword Clustering & Page Strategy Tool Built on Google Search Console Data
Turn real Search Console queries into a page ownership plan — a page roadmap that suggests which pages to create, improve or merge, with the evidence behind each suggestion. Detect cannibalization, generate data-driven content briefs, and track directional Search Console results after you implement.
SEOcluster.ai is an AI keyword cluster tool that uses your Google Search Console data to group SEO keywords into semantic clusters, detect keyword cannibalization, generate AI-powered content briefs, and check before/after visibility — without pretending SEO is perfectly causal.
No credit card required · Read-only GSC access
Page-first
Choose a page, check its Search Console evidence, then build a brief.
GSC-native
Decisions from real clicks, impressions, and ranking URLs — not third-party estimates
Agency-ready
Multi-site Pro plans, exports, and white-label strategy drafts for client delivery
Built for
What you get after clustering
From thousands of queries to a clear page roadmap
Import GSC data and get a page ownership plan — which topics deserve a page, which URLs already own them, and where split rankings are hurting performance. Then brief, implement yourself, and check Search Console later for directional before/after movement.
Turn GSC data into an SEO workflow
SEOcluster.ai connects search queries, ranking URLs, content briefs, audits, and migration planning so each feature supports the same page-level decision process. It starts with SEO clustering for Google Search Console: your own queries, grouped by topic.
Semantic keyword clustering software
Group queries by meaning, intent, and GSC page evidence.
Keyword cannibalization checker
Find competing URLs, split rankings, and ownership conflicts from GSC.
AI SEO audit tool
Prioritize technical SEO and AI search readiness fixes.
URL migration mapper
Map migrations, protect high-value URLs, and export redirect plans.
Why Start Clustering with Your Own Search Console Data
Keyword research tools are good at finding new demand. SEOcluster.ai starts with the queries your site already gets impressions for, then groups them so you can decide which page should own each topic.
From Keyword Clusters to Page Decisions
Clusters are the start. SEOcluster.ai connects your GSC queries to the pages they belong to, so you can decide what to do with each page.
Clusters mapped to URLs
Each cluster is matched to your existing pages using GSC performance data.
Cannibalization detected
Overlapping URLs are flagged with severity scoring so you can review page ownership before conflicts cost traffic.
Try the cannibalization checkerMerge recommendations
Clusters that share a target URL or topic are suggested for merging. You review each suggestion before anything changes.
Page-level action plan
Each planned page suggests an action (create, optimise, strengthen or consolidate) for you to review.
Why SEOcluster.ai Exists
Built for Both Classic SEO & Generative Search
Search behavior is changing. AI-powered search results often cite sources rather than send traffic directly.
SEOcluster.ai helps you produce content structures that are:
- Clear in topic coverage
- Aligned with semantic intent
- Built around direct, visible answers
- Optimized for organic ranking and search recall
- Semantic clustering helps you cover each topic properly, one of many factors behind visibility in Google and AI Overviews.
Works for Local and Non-Local Content
Your content strategy may include:
- Service pages
- Location-based landing pages
- Topical authority clusters
- Blog / resource articles
- Buyer intent clusters
SEOcluster.ai adapts to both.
Key Capabilities
Page Ownership Plan
Stop thinking in clusters — start thinking in pages. The page ownership plan suggests:
- • Which pages to create for new topics
- • Which pages to optimize (existing coverage)
- • Which pages to merge (topic branches)
AI identifies which clusters are branches of the same intent and recommends combining them — so you build authoritative pages, not thin ones.
Hybrid Keyword Clustering
Clusters keywords by meaning and search intent, using semantic analysis, with Google results overlap and AI review when that evidence is available. Clusters help you plan one clear page per intent. They don't guarantee rankings or AI citations.
AI Content Briefs & Pages
Generate combined briefs for planned pages — merging topic branches into one comprehensive content plan:
- • Structured heading outline with format recommendations
- • FAQ section & schema markup
- • Clicks, impressions and position from your GSC data
- • Topical authority link map with real URLs & anchor texts
- • Short answer blocks for the questions the page should answer
Then generate an editable long-form draft in Markdown or Word. Review and edit it before you publish.
Beyond recommendations
Build SEO pages with a feedback loop
Most SEO tools stop at recommendations. SEOcluster helps you go further: cluster keywords into a page ownership plan, generate briefs, turn findings into actions, and check Search Console later to see whether results moved in the right direction.
SEO results are noisy — so outcome tracking reports directional before/after Search Console changes instead of pretending every ranking move was caused by one edit. You implement changes yourself; nothing is auto-published.
1. Page ownership plan
Decide page ownership, not just topic groups.
2. Briefs & actions
Plans you review and carry out yourself.
3. Track impact
Search Console before/after checks after you implement.
Striking Distance & Quick Wins
Identify keywords ranking in positions 4–15 and prioritize them with a scoring system powered by search volume, CTR gap, ranking position, and local intent signals.
See SEO quick wins →Local Intent Detection
Automatically detects city and regional modifiers using a global location database. Ideal for local businesses and multi-location SEO.
Cannibalization Detection
Detect overlapping clusters, score severity, and get AI recommendations to review, differentiate, merge, or monitor before you compete with yourself.
Actions & outcome tracking
Maps each cluster to your existing URLs using GSC data, recommends the right action (optimise, create, or resolve conflicts), then lets you mark work implemented and review directional Search Console before/after results later.
See Actions for cannibalizationTopic Matrix & Hierarchy
Visualize your entire topic landscape — primary topics, supporting subtopics, and long-tail variations — and plan your content architecture at a glance.
SEO Strategy Draft
Export a working PDF draft with executive summary, page ownership plan, quick wins, and split-ranking review. Pro users get white-label PDF and editable DOCX for review-ready delivery.
Topical Authority Engine
Every brief includes a bidirectional link map — which pages to link FROM and TO, with suggested anchor texts — built automatically from your site's topic structure. Build topical authority without manual mapping.
URL Migration Mapper
Planning a site redesign? Upload your old and new site crawls in Screaming Frog CSV format — the tool suggests a new destination for each old URL using content similarity, and uses your GSC traffic to show which redirects to check first. URLs without a good match stay visible so you can decide what happens to them.
Learn about URL migration mapping Redirect mapping tool for migrationsTechnical Site Audit with AI Analysis
Crawl any website and get an AI-powered audit report covering 22 issue types across 12 SEO categories. Connect Google Search Console to detect orphan pages with zero internal links.
What the Audit Covers
Indexability & Crawlability
Broken links, redirect chains, noindex issues, orphan pages, missing canonicals
On-Page SEO
Missing or duplicate titles, thin meta descriptions, heading hierarchy, image alt text
Performance & Page Experience
Page size, render-blocking resources, mobile readiness, schema markup validation
AI Readiness Report
Checks for AI search readiness: whether pages can be indexed and shown with a snippet, which AI search and training bots your robots.txt allows, and how headings and opening sentences read. It doesn't measure AI visibility or citations.
How It Works
Enter your URL or upload a Screaming Frog export
The built-in crawler scans up to 5,000 pages. Or upload an existing crawl CSV.
Connect GSC for orphan page detection
Optional. Cross-references crawled URLs with GSC data to find pages receiving search traffic but missing internal links.
Get prioritized issues + AI report
Issues labeled by severity. AI generates a plain-English summary with recommended fixes, and an AI readiness checklist shows which checks passed.
Works alongside clustering. Run an audit to find technical issues, then cluster your keywords to build a content strategy — two complementary workflows in one tool.
Free plan includes 1 audit per month with AI reports
How It Works
See it in action — 90 seconds
No spreadsheets. No manual clustering. Just real Search Console data transformed into content plans.
Connect Search Console or Upload Keywords
Import keywords directly from Google Search Console, or upload a CSV file.
AI Creates a Page Ownership Plan
Keywords are clustered by search intent, then grouped into planned pages — the actual pages you need to create, optimize, or merge. Related topic branches are automatically combined. Each planned page shows recommended action based on your existing URL performance.
Generate Combined Briefs & Pages
Generate comprehensive content briefs for each planned page — merging all topic branches into one plan. Then create editable content drafts to review before you publish. Essential and Pro add batch brief generation.
Simple, Transparent Pricing
Use Free to inspect your data and create a brief. Upgrade when you need more capacity or Page Edits.
No contracts. Cancel anytime.
Built For:
Freelance SEOs who need to produce client-ready briefs fast
Agencies managing multiple locations or service areas
In-house marketers who need to scale content with limited time
Business owners who want clearer visibility into search opportunities
Free
For individuals getting started
- 1 Google Search Console site
- 1,500 keywords per dataset
- 3 clustering runs/mo
- 2 Briefs/mo • 1 Page/mo
- 1 Site Audit/mo (500 pages)
- URL Migration mapping (1 run/mo)
- Semantic clustering
- GSC integration
- Export to CSV & Word
- Single-brief generation only
No credit card required
Essential
For solo SEOs & small businesses
- Up to 5 GSC sites
- 25,000 keywords per dataset
- 50 clustering runs/mo
- 50 Briefs/mo • 10 Pages/mo
- 30 Site Audits/mo (2,000 pages)
- URL Migrations (10 runs/mo)
- Page Edits (20/mo) — draft changes to review on supported pages
- Batch Brief Generation
- SEO Strategy Draft (PDF)
- Everything in Free
- Priority email support
Free plan first · upgrade when ready · cancel anytime
Pro
High-volume client work. White-label exports.
- High-volume GSC sites — no per-client fees (fair-use limit applies)
- 50,000 keywords per dataset
- 120 clustering runs/mo • 120 Briefs/mo
- 30 Content Pages/mo
- 80 Site Audits/mo (5,000 pages)
- High-volume URL Migrations (fair-use limit applies)
- Page Edits (60/mo) — draft changes to review on supported pages
- Optional MPNet embedding model for large or closely related keyword sets
- White-label SEO Strategy Draft (PDF + DOCX) — no SEOcluster branding
- Everything in Essential
- Premium support
Starts on the Free plan · upgrade when ready
Keyword capacity and evidence coverage are different. The current search-evidence method supports up to 1,000 queries per run; larger datasets can use semantic clustering. Your analysis shows the method used.
All plans include GSC clustering, a page ownership plan, cannibalization signals, and exports. Site audit and migration tools are included as supporting workflows. Pro's site and migration allowances are high, with a fair-use limit.
Not sure yet? See how GSC clustering works.
Common Questions
Is my Google Search Console data safe?
Yes. SEOcluster.ai uses read-only access to your Google Search Console data. We never modify your site, submit URLs, or change any settings. You can revoke access at any time from your Google account permissions. To create analyses and briefs, we send the relevant queries, URLs and page content to third-party AI and search-data providers. We don't sell your data or use it for advertising.
Do I need SEO experience to use this?
No. The platform guides you step-by-step through clustering, content briefs, and page generation.
Does this work outside of local SEO?
Yes. Local SEO detection is automatic, but clustering and content briefs work for national and informational search strategies as well.
What does the Site Audit check?
The Site Audit crawls your website (up to 5,000 pages) and checks 22 issue types across 12 categories including broken links, redirect chains, missing titles, thin content, image alt text, schema markup, and page experience signals. If you connect Google Search Console, it also detects orphan pages that receive search traffic but have no internal links pointing to them. An AI report summarizes findings with prioritized recommendations, alongside an AI readiness checklist that shows which index, snippet and AI-bot access checks passed.
Does SEOcluster.ai help with site migrations and redirects?
Yes. The URL Migration Mapper lets you upload your old and new site crawls in Screaming Frog CSV format and suggests a confidence-scored redirect map. It uses your Google Search Console traffic to show which redirects to check first, and keeps unmatched URLs visible so you can review them before you launch.
What's included in the Free plan?
The Free plan includes full clustering features, 3 clustering runs, 2 content briefs, 1 content page, and 1 site audit per month.
What's the difference between Essential and Pro?
Essential ($29/mo) gives you 5 GSC sites, 25,000 keywords per dataset, batch brief generation, 30 site audits per month, and SEO Strategy Draft PDF exports. Pro ($99/mo) is built for multi-client agencies, with high-volume GSC site and migration allowances (fair-use limit applies), 50,000 keywords per dataset, an optional MPNet embedding model, 80 site audits per month with 5,000-page crawls, and white-label SEO Strategy Drafts (PDF + DOCX) with no SEOcluster branding.
Can I export the data?
Yes. All plans include CSV and Word (.docx) export for clustering and briefs. Paid plans include SEO Strategy Draft PDF exports. Pro users can also export editable DOCX versions.
What is the page ownership plan?
The page ownership plan is the actionable output of clustering. Instead of seeing 100+ clusters, you see the specific pages you should create, optimize, or merge. Each planned page combines related keyword clusters (topic branches) into one comprehensive content plan.
How do I turn clusters into pages?
SEOcluster.ai's page ownership plan feature automatically groups related clusters and recommends which pages to create. You can then generate combined content briefs that merge all topic branches into one comprehensive brief.
Can I track results after I implement changes?
Yes. After you implement work yourself, Actions can save a Search Console baseline and later compare before/after metrics for the same page window. Results are directional only — Search Console is noisy, so SEOcluster.ai does not pretend every ranking move was caused by one edit. Nothing is auto-published to your site.
Why does SEOcluster.ai focus on clustering and search intent?
Grouping queries by intent helps you plan one clear page per topic, which supports topical authority. Rankings and citations in AI Overviews still depend on quality, competition and other signals, so no tool can guarantee them. Learn more in our complete guide to SEO clustering.
Does SEOcluster.ai detect keyword cannibalization?
Yes. SEOcluster.ai works as a keyword cannibalization checker using click-share analysis from your Google Search Console data. It scores severity using the HHI (Herfindahl-Hirschman Index), shows which URLs are competing for the same queries, and recommends whether to merge, redirect, or differentiate competing pages.
Does SEOcluster.ai optimize content for AI search engines?
Yes. All content briefs apply traditional SEO and AI-search-aware fundamentals: clear structure, useful visible answers where relevant, matching structured data, and evidence-backed page decisions. No brief can guarantee citations in Google AI Overviews, ChatGPT, or Perplexity.