Generate Answer Engine Optimization strategy with Firecrawl, Gemini, OpenAI

Description

Generate AEO strategy from brand input using AI competitor analysis

This workflow automatically creates a comprehensive Answer Engine Optimization (AEO) strategy by identifying your top competitors, analyzing their positioning, and generating custom recommendations to help your brand rank in AI-powered search engines like ChatGPT, Perplexity, and Google SGE.

Who it's for

This template is perfect for:
Digital marketing agencies** offering AEO services to clients
In-house marketers** optimizing content for AI search engines
Brand strategists** analyzing competitive positioning
Content teams** creating AI-optimized content strategies
SEO professionals** expanding into Answer Engine Optimization

What it does

The workflow automates the entire AEO research and strategy process in 6 steps:

Collects brand information via a user-friendly web form (brand name, website, niche, product type, email)
Identifies top 3 competitors using Google Gemini AI based on product overlap, market position, digital presence, and geographic factors
Scrapes target brand website with Firecrawl to extract value propositions, features, and content themes
Scrapes competitor websites in parallel to gather competitive intelligence
Generates comprehensive AEO strategy using OpenAI GPT-4 with 15+ actionable recommendations
Delivers formatted report via email with executive summary, competitive analysis, and implementation roadmap

The entire process runs automatically and takes approximately 5-7 minutes to complete.

How to set up

Requirements

You'll need API credentials for:
Google Gemini API** (for competitor analysis) - Get API key
OpenAI API** (for strategy generation) - Get API key
Firecrawl API** (for web scraping) - Get API key
Gmail account** (for email delivery) - Use OAuth2 authentication

Setup Steps

Import the workflow into your n8n instance
Configure credentials:
Add your Google Gemini API key to the "Google Gemini Chat Model" node
Add your OpenAI API key to the "OpenAI Chat Model" node
Add your Firecrawl API key as HTTP Header Auth credentials
Connect your Gmail account using OAuth2
Activate the workflow and copy the form webhook URL
Test the workflow by submitting a real brand through the form
Check your email for the generated AEO strategy report

Credentials Setup Tips

For Firecrawl: Create HTTP Header Auth credentials with header name Authorization and value Bearer YOUR_API_KEY
For Gmail: Use OAuth2 to avoid authentication issues with 2FA
Test each API credential individually before running the full workflow

How it works

Competitor Identification
The Google Gemini AI agent analyzes your brand based on 4 weighted criteria: product/service overlap (40%), market position (30%), digital presence (20%), and geographic overlap (10%). It returns structured JSON data with competitor names, URLs, overlap percentages, and detailed reasoning.

Web Scraping
Firecrawl extracts structured data from websites using custom schemas. For each site, it captures: company name, products/services, value proposition, target audience, key features, pricing info, and content themes. This runs asynchronously with 60-second waits to allow for complete extraction.

Strategy Generation
OpenAI GPT-4 analyzes the combined brand and competitor data to generate a comprehensive report including: executive summary, competitive analysis, 15+ specific AEO tactics across 4 categories (content optimization, structural improvements, authority building, answer engine targeting), content priority matrix with 10 ranked topics, and a detailed implementation roadmap.

Email Delivery
The strategy is formatted as a professional HTML email with clear sections, visual hierarchy, and actionable next steps. Recipients get an immediately implementable roadmap for improving their AEO performance.

How to customize the workflow

Change AI Models
Replace Google Gemini** with Claude, GPT-4, or other LLM in the competitor analysis node
Replace OpenAI** with Anthropic Claude or Google Gemini in the strategy generation node
Both use LangChain agent nodes, making model swapping straightforward

Modify Competitor Analysis
Find more competitors**: Edit the AI prompt to request 5 or 10 competitors instead of 3
Add filtering criteria**: Include factors like company size, funding stage, or geographic focus
Change ranking weights**: Adjust the 40/30/20/10 weighting in the prompt

Enhance Data Collection
Add social media scraping**: Include LinkedIn, Twitter/X, or Facebook page analysis
Pull review data**: Integrate G2, Capterra, or Trustpilot APIs for customer sentiment
Include traffic data**: Add SimilarWeb or Semrush API calls for competitive metrics

Change Output Format
Export to Google Docs**: Replace Gmail with Google Docs node to create shareable documents
Send to Slack/Discord**: Post strategy summaries to team channels for collaboration
Save to database**: Store results in Airtable, PostgreSQL, or MongoDB for tracking
Create presentations**: Generate PowerPoint slides using automation tools

Add More Features
Schedule periodic analysis**: Run monthly competitive audits for specific brands
A/B test strategies**: Generate multiple strategies and compare results over time
Multi-language support**: Add translation nodes for international brands
Custom branding**: Modify email templates with your agency's logo and colors

Adjust Scraping Behavior
Change Firecrawl schema**: Customize extracted data fields based on industry needs
Add timeout handling**: Implement retry logic for failed scraping attempts
Scrape more pages**: Extend beyond homepage to include blog, pricing, and about pages
Use different scrapers**: Replace Firecrawl with Apify, Browserless, or custom solutions

Tips for best results

Provide clear brand information**: The more specific the product type and niche, the better the competitor identification
Ensure websites are accessible**: Some sites block scrapers; consider adding user agents or rotating IPs
Monitor API costs**: Firecrawl and OpenAI charges can add up; set usage limits
Review generated strategies**: AI recommendations should be reviewed and customized for your specific context
Iterate on prompts**: Fine-tune the AI prompts based on output quality over multiple runs

Common use cases

Client onboarding** for marketing agencies - Generate initial AEO assessments
Content strategy planning** - Identify topics and angles competitors are missing
Quarterly audits** - Track competitive positioning changes over time
Product launches** - Understand competitive landscape before entering market
Sales enablement** - Equip sales teams with competitive intelligence

Note: This workflow uses community and AI nodes that require external API access. Make sure your n8n instance can make outbound HTTP requests and has the necessary LangChain nodes installed.