How many people do I need to start a GEO program?

You can run an effective GEO program with one to two FTEs in year one. The minimum viable team is a GEO lead (can be a current SEO or content manager adding a second focus) and a citation monitoring tool. Add a dedicated content strategist once you have a baseline and can identify the highest-leverage optimization opportunities.

What is the difference between a GEO team and an SEO team?

SEO teams optimize for ranked positions in traditional search engine results. GEO teams optimize for inclusion in AI-generated answers across ChatGPT, Perplexity, Gemini, Claude, Google AI Overviews, and AI Mode. The skills overlap but are not identical. GEO requires understanding how LLMs select and synthesize sources, not just how ranking algorithms score pages.

Which AI engines should we track from day one?

Start with ChatGPT, Perplexity, and Google AI Overviews. These three cover the majority of AI search volume for most B2B and B2C categories. Add Gemini and Claude in quarter two. Only 11% of domains cited by ChatGPT overlap with domains cited by Perplexity, so multi-engine coverage matters more than going deep on one platform.

How often should we update our prompt set?

Review your tracked prompt set quarterly. Category language evolves, competitors introduce new products, and AI engines shift which types of queries they answer with citations. A stale prompt set will show flattering citation data that does not reflect actual customer search behavior.

Should we build in-house or hire a GEO agency?

Both have legitimate use cases. In-house teams offer institutional knowledge, faster feedback loops between content and measurement, and lower long-run cost. Agencies offer ramp speed and breadth of benchmark data. The most common winning model in 2026 is a hybrid: a small in-house team for strategy and measurement, with an agency or freelancer for content execution at scale.

What is a reasonable AI share of voice target for year one?

There is no universal benchmark, since share of voice depends on category competitiveness and prompt set definition. A realistic year-one goal is: establish your baseline in month one, improve citation rate by 15 to 25 percentage points across your top 10 prompts by month six, and reach parity with your primary organic competitor's citation rate by month twelve.

How do we handle attribution for traffic from AI engines in GA4?

Set up channel groupings in GA4 that explicitly capture referrals from chatgpt.com, perplexity.ai, gemini.google.com, claude.ai, and other AI engine domains. These will not auto-group as "AI" in the default GA4 channel taxonomy. Track separately from organic search so you can report AI-referred traffic as its own line in leadership reporting.

How to Build an In-House GEO Team and Operating Cadence