Hiring a Generative SEO Expert: Skills That Actually Matter

A good generative SEO expert combines three skills: technical SEO, clear writing that answers real questions, and the habit of testing what AI assistants actually say. They also understand how brands earn mentions on other websites. Hire for that mix, not for familiarity with buzzwords like GEO, AEO or LLMO.

The core skill set

1. Technical foundations

The person should be able to check that AI crawlers and search engines can reach your pages, read your robots.txt, spot pages hidden behind scripts, and add structured data such as Organization, Product or FAQ markup. Our guide to schema markup for AI shows the level of detail to expect.

2. Answer-first writing

AI assistants quote passages that answer a question directly. A strong candidate writes short, factual openings, uses clear headings, and includes specifics: prices, locations, comparisons, steps. Ask to see samples where the first paragraph answers the title’s question.

3. Entity and fact management

AI tools build a picture of your brand from many sources. The expert should know how to keep your name, description, founders, address and products consistent across your site, social profiles, directories and knowledge bases.

4. Digital PR and earned mentions

Mentions on trusted third-party sites strongly shape what AI assistants say. Look for experience pitching journalists, getting listed in industry roundups, or publishing original data that others cite.

5. Testing and measurement

The expert must run repeatable prompt tests across ChatGPT, Gemini, Claude, Perplexity and Copilot, and track changes over time rather than trusting a single answer.

A sample job description

You can adapt this short version:

• Audit how AI assistants describe our brand and competitors for 30 priority questions.
• Fix technical issues that block crawlers or hide key content.
• Rewrite and create pages that answer buyer questions clearly.
• Keep business facts consistent across the web.
• Earn genuine mentions in industry publications and directories.
• Report monthly on mention rate, accuracy and competitor share.

A 90-minute test task

Instead of a long interview, give finalists a small paid task. Pick one product or service and ask them to:

1. List ten questions a buyer might ask an AI assistant about it.
2. Test three of those questions in two AI tools and note who gets mentioned.
3. Suggest the first three changes they would make, and explain why.

The quality of their reasoning tells you more than any CV. Watch for candidates who notice which sources the AI cites, since that shows where effort should go.

Warning signs

• Promises of a guaranteed ranking or a top spot in ChatGPT.
• Plans built on mass-produced pages or fake reviews.
• No interest in your actual customers or sales questions.

For more on what goes wrong, see ChatGPT SEO myths vs reality.

In-house hire or outside expert?

A full-time hire makes sense if you publish a lot of content and sell in competitive markets. A freelancer is often enough for smaller firms that need a plan and a few months of focused work. Either way, the expert needs data on your current visibility, which is where a tracking tool comes in.

How Keboost helps

Keboost gives your generative SEO expert a head start. It monitors the prompts your buyers ask across major AI assistants, shows where you and competitors are mentioned, and creates and distributes focused content to help AI tools find and cite you. Starter costs €29 per month and Professional €99 per month. Run a free AI visibility check to give your new hire a baseline on day one.