Competitive SEO Gap Analysis Workflow

Trigger condition

Steps

1. 1

   Collect top 5 competitor domains ranking for target keyword cluster via Ahrefs/SEMrush API

   tool: semrush_api · output: competitor_domain_list

2. 2

   Extract all ranking URLs and their top 20 keywords for each competitor

   tool: semrush_api · output: competitor_keyword_map

3. 3

   Compute keyword gap: keywords competitors rank for that we do not

   tool: python_script · output: gap_keyword_list

4. 4

   Cluster gap keywords by semantic theme using embeddings

   tool: openai_embeddings · output: keyword_clusters

5. 5

   Score each cluster by volume × difficulty^-1 × business_relevance

   tool: spreadsheet · output: prioritized_cluster_list

6. 6

   Generate content brief for top 3 clusters using LLM

   tool: llm · output: content_briefs

Expected output

Tools required