Summarize SE Ranking AI search visibility using OpenAI GPT-4.1-mini

Description

This workflow automates AI-powered search insights by combining SE Ranking AI Search data with OpenAI summarization. It starts with a manual trigger and fetches the time-series AI visibility data via the SE Ranking API. The response is summarized using OpenAI to produce both detailed and concise insights.

The workflow enriches the original metrics with these AI-generated summaries and exports the final structured JSON to disk, making it ready for reporting, analytics, or further automation.

Who this is for

This workflow is designed for:

SEO professionals & growth marketers** tracking AI search visibility
Content strategists** analyzing how brands appear in AI-powered search results
Data & automation engineers** building SEO intelligence pipelines
Agencies** producing automated search performance reports for clients

What problem is this workflow solving?

SE Ranking’s AI Search API provides rich but highly technical time-series data. While powerful, this data:

Is difficult to interpret quickly
Requires manual analysis to extract insights
Is not presentation-ready for reports or stakeholders

This workflow solves that by automatically transforming raw AI search metrics into clear, structured summaries, saving time and reducing analysis friction.

What this workflow does

At a high level, the workflow:

Accepts input parameters such as target domain, AI engine, and region
Fetches AI search visibility time-series data from SE Ranking
Uses OpenAI GPT-4.1-mini to generate:

A comprehensive summary
A concise abstract summary
Enriches the original dataset with AI-generated insights
Exports the final structured JSON to disk for:

Reporting
Dashboards
Further automation or analytics

Setup

Prerequisites

n8n (self-hosted or cloud)**
SE Ranking API access**
OpenAI API key**

Setup Steps

If you are new to SE Ranking, please signup on seranking.com

Import the workflow JSON into n8n
Configure credentials:

SE Ranking using HTTP Header Authentication. Please make sure to set the header authentication as below. The value should contain a Token followed by a space with the SE Ranking API Key.


OpenAI for GPT-4.1-mini
Open Set the Input Fields and update:

target_site (e.g., your domain)
engine (e.g., ai-overview)
source (e.g., us, uk, in)
Verify the file path in Write File to Disk
Click Execute Workflow

How to customize this workflow to your needs

You can easily extend or tailor this workflow:

Change analysis scope**

Update domain, region, or AI engine
Modify AI outputs**

Adjust prompts or output schema for insights like trends, risks, or recommendations
Replace storage**

Send output to:

Google Sheets
Databases
S3 / cloud storage
Webhooks or BI tools
Automate monitoring**

Add a Cron trigger to run daily, weekly, or monthly

Summary

This workflow turns raw SE Ranking AI Search data into clear, executive-ready insights using OpenAI GPT-4.1-mini.

By combining automated data collection with AI summarization, it enables faster decision-making, better reporting, and scalable SEO intelligence without manual analysis.