Map which AI search topics each domain owns with SE Ranking and GPT

Description

Find which AI search topics each domain owns with SE Ranking and GPT

Who is this for
SEO teams wanting to understand topic-level AI search dominance across competitors
Content strategists building editorial plans around AI visibility gaps
Marketing managers benchmarking brand presence across AI search topics

What this workflow does
Pulls AI search prompts for your domain and up to 2 competitors, then uses GPT to cluster them into topics and reason about which domain owns each one — turning a flat list of prompts into a strategic competitive topic map.

What you'll get
AI search leaderboard with share of voice across ChatGPT, Perplexity, Gemini, AI Overviews, and AI Mode
A topic-level competitive map showing which domain wins each topic area
Prompt counts per domain per topic so you can see exactly where you're ahead or behind
A one-line actionable insight per topic to guide your content strategy
An overall winner and competitive summary saved to Google Sheets

How it works
Add your domain and 2 competitors in the form — pulls the AI search leaderboard across all 5 LLM engines



Fetches up to 10 prompts per domain (both brand and target) for you and each competitor
Filters competitor prompts to keep only SEO-relevant topics — removes noise like gaming or sports
Sends all prompts to GPT with instructions to cluster them into topics and identify which domain appears most per topic
GPT reasons about dominance per cluster and returns a structured competitive topic map
Saves the leaderboard and topic map to separate tabs in Google Sheets

Requirements
SE Ranking community node installed
SE Ranking API token (Get one here)
OpenAI API key
Google Sheets account (optional)

Setup
Install the SE Ranking community node
Add your SE Ranking API credentials
Add your OpenAI API credentials
Connect your Google Sheets account and set a spreadsheet URL in each export node
Activate the workflow — n8n generates a unique form URL you can share or embed
Open the form, fill in your domain and competitors, and the workflow runs automatically

Customization
Change prompts_limit in the Configuration node to fetch more or fewer prompts per domain
Change source in the Configuration node for a different regional database (us, uk, de, fr, es, etc.)
Edit the system prompt in the GPT node to adjust how topics are clustered or how insights are written