As AI-powered search engines like ChatGPT, Google AI Overviews, Perplexity, and Microsoft Copilot reshape how people discover information online, a new discipline has emerged: Generative Engine Optimization (GEO). Unlike traditional SEO, GEO focuses on making your content visible and citable within AI-generated responses.
If your organization is ready to hire a GEO agency or consultant, writing a strong Request for Proposal (RFP) is the critical first step. The right questions will help you separate genuine experts from vendors who are simply rebranding old SEO tactics. This guide provides a comprehensive list of RFP questions for GEO services, organized by category, so you can evaluate partners with confidence.
Why GEO RFP Questions Are Different from Traditional SEO RFPs
Traditional SEO RFPs focus on keyword rankings, backlink profiles, and page authority. GEO is an entirely different game.
Generative engines don’t rank pages — they synthesize information from multiple sources and surface answers directly to users. This means vendors must understand how large language models (LLMs) process, evaluate, and cite content, not just how Google’s crawlers index a webpage.
A well-crafted GEO RFP protects your investment and ensures you’re hiring a team that truly understands this evolving landscape.
Section 1: Company Background and GEO Experience
Before diving into strategy, you need to understand who you’re working with.
Core Experience Questions
How long has your agency been offering GEO services specifically, and how does your approach differ from traditional SEO?
Can you provide case studies or examples of clients whose content is regularly cited or featured in AI-generated responses from tools like ChatGPT, Perplexity, or Google AI Overviews?
What percentage of your current client work is dedicated to GEO versus traditional SEO or other digital marketing services?
How does your team stay current with changes in generative AI models, LLM updates, and evolving AI search behaviors?
Team Qualifications
- Who specifically will work on our account, and what are their qualifications in AI, NLP, or content strategy?
- Does your team include AI researchers, data scientists, or prompt engineers in addition to content strategists?
- What training or certifications does your team hold relevant to AI-driven search and language models?
Section 2: Strategy and Methodology
Understanding how a GEO vendor works is just as important as knowing their results.
Foundational Approach
- How do you define a successful GEO campaign, and what does success look like at 3, 6, and 12 months?
- What is your process for identifying topics and queries where our brand could be cited by AI-generated responses?
- How do you approach E-E-A-T (Experience, Expertise, Authoritativeness, and Trustworthiness) within an AI-search context?
- What content formats do you prioritize — for example, structured data, FAQ formats, long-form authoritative articles, or statistical content — and why?
AI Citation Strategy
- How do you structure content to increase the likelihood of citation by generative engines?
- What role does entity optimization play in your GEO methodology?
- How do you approach building brand authority so that AI models recognize your client as a trusted source within a specific domain?
- Do you conduct prompt testing — submitting queries to AI engines to evaluate whether your client’s content is being surfaced? If so, how frequently?
Also read: Case Studies on Improving Brand Visibility Through AEO Strategies
Section 3: Technical GEO Capabilities
GEO is not just a content strategy — it has meaningful technical components.
Schema and Structured Data
- How do you use structured data markup to help AI engines better understand and categorize content?
- Which schema types do you prioritize for GEO purposes, and how do they differ from traditional SEO schema applications?
- How do you ensure content is crawlable and accessible to AI bots beyond standard search engine crawlers?
Knowledge Graph and Entity Building
- What is your approach to knowledge graph optimization, including building and strengthening brand entities across the web?
- How do you leverage Wikipedia, Wikidata, and other authoritative knowledge bases to improve entity recognition in LLMs?
- Do you assist with building or refining a Google Knowledge Panel, and how does that support GEO outcomes?
Section 4: Measurement and Reporting
One of the biggest challenges in GEO is measurement. Ask vendors how they prove their value.
Key Performance Indicators
- What KPIs do you use to measure GEO performance, given that traditional ranking positions don’t apply?
- How do you track AI citation frequency across platforms like ChatGPT, Perplexity, Google AI Overviews, and Bing Copilot?
- What tools do you use for GEO monitoring, and are they proprietary or third-party?
- How do you attribute business outcomes — such as traffic, leads, or revenue — to GEO activity?
Reporting Structure
How often will we receive reports, and what will they include?
Can you show us a sample GEO performance dashboard or reporting template?
How do you communicate changes in AI engine behavior that could affect our campaign strategy?
Section 5: Content and Creative Process
Content is the core of any GEO strategy. Understand exactly what you’re getting.
Content Development
- Do you create content in-house or outsource it, and if outsourced, how do you ensure quality and accuracy?
- How do you balance writing for human readers with writing content that is favorable for AI ingestion and citation?
- How do you handle subject matter expertise for highly technical or specialized industries?
- What is your editorial review process, especially for ensuring factual accuracy — a critical factor for AI citation?
Content Refresh and Maintenance
- How frequently do you audit and update existing content to remain relevant to AI search queries?
- What triggers a content refresh — algorithm changes, performance dips, or scheduled intervals?
Section 6: Pricing, Contracts, and Collaboration
Don’t overlook the business fundamentals.
Pricing and Scope
- How do you structure your pricing — retainer, project-based, or performance-based?
- What is included in your standard GEO package, and what services cost extra?
- What are your contract terms, and what does an exit or transition process look like?
Collaboration and Communication
- What does onboarding look like, and how long before we see initial deliverables?
- Who is our primary point of contact, and how accessible are they?
- How do you integrate with our internal marketing or content teams?
- How do you handle intellectual property — who owns the content and strategies developed during the engagement?
Also read: GEO: Generative Engine Optimization Best Practices for Financial Services
Section 7: Forward-Looking Questions
GEO is evolving rapidly. Ask vendors how they’re preparing for what’s next.
- How do you see GEO evolving over the next 12–24 months, and how will your services adapt?
- Are you currently testing or developing services around AI Overviews, AI Mode, or other emerging AI search features?
- How do you approach GEO for voice search, AI assistants, and conversational interfaces?
- What is your perspective on the relationship between traditional SEO and GEO — are they converging, or do they require entirely separate strategies?
Final Thoughts: Choose Your GEO Partner Wisely
Generative Engine Optimization is not a trend — it’s the next major evolution in how brands earn digital visibility. But because the field is so new, the market is filled with vendors making bold promises without the expertise to back them up.
Using a structured, detailed RFP process protects your investment and gives you the clarity to make an informed decision. The questions in this guide will help you identify vendors who understand LLMs at a deep level, can measure their impact with credible metrics, and have a genuine track record of placing clients inside AI-generated answers.
The brands that get GEO right today will have a meaningful competitive advantage as AI search becomes the dominant way people find information. Choose your partner carefully — and start with the right questions.
Looking to learn more about Generative Engine Optimization? Explore our related guides on AI search strategies, content authority building, and the future of digital marketing.
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