Build Topical Authority With an AI-Generated Content Architecture
Stop guessing what to write about. The Topic Cluster Generator runs a Topical Authority Audit against your competitors, finds the content gaps, and produces a 30-article plan with Pillar → Spoke hierarchy and internal linking maps.
What does the Topic Cluster Generator do?
It reverse-engineers your competitors' content coverage to find topics they rank for that you don't cover. Then it generates a structured 30-article content plan organized into Pillar-Spoke clusters, with keyword targets, article types, and internal linking blueprints.
- Topical Authority Audit scans your competitors' content programmatically
- Gap Matrix shows exactly which topics competitors cover that you don't
- Generates 30-article plans with Pillar → Primary Spoke → Supporting hierarchy
- Each article gets keyword targets, article type, and linking instructions
- Semantic deduplication prevents overlap with your existing published content
What Goes In, What Comes Out
From brand profile to full content strategy.
- 1Your brand profile and website URL
- 2Your niche/industry context
- 3Competitor brands (or let the system discover them)
- 4Existing content library (auto-synced from sitemap)
- Topical Authority Audit with gap analysis
- 30-article content plan with cluster hierarchy
- Per-article keyword targets + article type assignments
- Internal linking map (which articles link to which)
- Pillar suggestions with projected authority scores
The Strategy Pipeline
How a content plan is born — mapped from generate-plan.ts.
Crawls your website's sitemap to index all existing published content. Builds your internal links pool and lists existing article titles for deduplication.
Syncs URLs to internal_links table with embeddings for semantic search.
Scans your niche to map the full topic landscape. Analyzes your coverage vs. competitors. Produces a Gap Matrix showing uncovered topics ranked by importance.
Runs runAuditTask: niche mapping → user coverage scan → competitor deep scan → gap matrix → pillar suggestions.
Uses audit gaps + pillar suggestions to generate a 30-article plan. Articles are organized into Pillar → Primary Spoke → Supporting hierarchies with keyword targets.
LLM generates plan using: brand context + competitor gaps + existing content (for deduplication) + pillar suggestions.
Cross-references every planned article against your existing content using semantic embeddings. Removes any topics you've already covered.
Prevents keyword cannibalization. Existing sitemap titles + published articles are filtered out.
Articles are assigned to your publishing calendar based on cluster priority and configured velocity.
Pillars scheduled first, spokes follow. Respects configured publishing cadence.
What You Get After the Audit
A complete content roadmap you can start executing immediately.
30 article topics, prioritized by impact. No more guessing which blog post to write next — the plan tells you.
See the specific topics your competitors rank for that you haven't written about yet. Fill those gaps before they do.
Articles are grouped into related clusters so your blog builds authority on entire topics, not just individual keywords.
Every article has a keyword, a type (how-to, comparison, guide), and a recommended publish order. Just follow the plan.
Who Needs Topic Clusters
Teams that want to stop guessing and start building topical authority systematically.
Build a defensible topical moat in your niche before competitors catch up
Gap Matrix reveals exactly which high-value topics competitors rank for that you don't cover yet.
Present a data-backed content roadmap to the leadership team
30-article plan with cluster hierarchy, keyword targets, and projected authority scores — not guesswork.
Know exactly what to write next instead of staring at a blank editorial calendar
AI-generated plan tells you the optimal article sequence, from Pillar posts down to Supporting content.
Deliver unique content strategies for each client in minutes, not days
Per-client Topical Authority Audits produce custom 30-article plans based on their specific competitive landscape.
The Old Way vs. FlipAEO
How content strategy usually gets done.
- Brainstorm topics in a Google Sheet
- Manual keyword research in Ahrefs/SEMrush
- No systematic competitor gap analysis
- Cluster structure is ad-hoc — no linking plan
- Deduplication is "I think I wrote about that already"
- Takes 2-3 days for a quarterly content plan
- Automated competitor scanning + gap analysis
- AI-generated keyword targets per article
- Systematic Pillar → Spoke clustering with linking map
- Semantic deduplication against your entire content library
- Projected authority scores show expected ROI
- Full 30-article plan in ~5 minutes
Topic Cluster Generator FAQ
Questions about content strategy automation.
Q.How does it find my competitors?
You can provide competitor URLs manually, or the Topical Authority Audit discovers them automatically by analyzing who ranks for your niche's core topics.
Q.Can I edit the plan after generation?
Yes. The plan is fully editable. You can add, remove, reorder, or modify any article in the plan before activating auto-blogging.
Q.What if I already have 200 published articles?
The sitemap sync indexes all existing content. Semantic deduplication ensures the plan only suggests topics you haven't covered yet.
Q.How does it decide article type?
Based on search intent analysis. "Best X for Y" queries get commercial type. "How to X" queries get how-to type. Informational is the default for explanatory topics.
Get Your 30-Article Content Plan.
Competitive gap analysis + cluster strategy in 5 minutes.
Generate StrategyConnected Features
The strategy engine feeds the production engine.