RakshaA GEO specialist studies how large language models summarize, cite and recommend brands, then restructures your content, data and off-site signals so tools like ChatGPT, Gemini and Perplexity surface your business in their answers. Hiring one makes sense once you notice AI tools answering questions in your category without ever mentioning you.
Generative engine optimization, or GEO, is still new enough that job titles and agency offers vary a lot. This guide covers what the work actually involves, how it differs from traditional SEO, and what to check before you hire a GEO specialist or generative engine optimization agency.
Why this is suddenly on founders’ radar
According to a 2026 Pew Research Center survey cited by eMarketer, 49% of US adults now use AI chatbots, up from 33% in 2024, and 42% say they use them to search for information. The same survey found that 60% of US adults read the AI summaries at the top of search results instead of clicking through to a website. For a brand that depends on organic search, that is a direct hit to the traffic a well-ranked page used to earn.
Nearly 40% of US marketers already plan to spend more on GEO and SEO this year. For most growing companies, the real question is whether to build the skill in-house or bring in someone who already has it.
What a GEO specialist actually does
Day to day, a GEO specialist works across three areas:
- Structuring content so it answers a specific question clearly, with the kind of direct, quotable sentences that an AI model can lift into a summary.
- Strengthening the off-site signals models draw on, such as citations, mentions, reviews and structured data, since generative engines weigh third-party validation heavily.
- Tracking how your brand actually shows up in AI answers, through prompt testing and the emerging set of AI-visibility tools, and adjusting content based on what they find.
Some of this overlaps with SEO work your team may already pay for. Some of it is genuinely new.
How GEO differs from SEO
SEO optimizes for how search engines crawl, rank and display pages in a results list. GEO optimizes for how a language model reads, synthesizes and cites sources when it writes an answer. A page can rank well in Google and still be ignored by an AI model if it’s padded with filler the model has to work around, or thin on the clear, factual statements models prefer to quote.
The two disciplines share a foundation: both reward genuinely useful, well-structured content and a credible off-site reputation. Most specialists working in GEO today came from an SEO or content strategy background and added AI-specific research and tooling on top of it.
Signs it’s time to hire one
A few situations tend to trigger the decision:
- You’ve searched your own category in ChatGPT or Perplexity and your brand doesn’t come up, even though you rank on page one of Google.
- A competitor is getting cited or recommended in AI answers for terms you’d expect to win.
- Organic click-through has dropped even though your rankings have held steady, a pattern consistent with more searchers stopping at an AI summary.
- You’re about to invest in a content refresh or rebrand and want it built for how people actually search now, not just for 2023-era SEO.
What to look for before you hire
GEO is young enough that anyone can put it on a resume. Look past the label and check for:
- A clear explanation, in their own words, of how an AI model selects and cites sources, beyond a repeat of SEO best practices with “AI” tacked on.
- Examples of pages or content they’ve restructured, with before-and-after visibility in AI answers, not just ranking screenshots.
- Comfort with structured data and technical SEO fundamentals, since GEO still depends on a technically sound site.
- A plan for measurement. Ask how they’ll track whether your brand is being cited more often, and in which tools.
Questions worth asking in an interview
A short set of questions tends to separate specialists who understand the work from those who are repackaging generic SEO advice:
- Which AI tools do you test visibility in, and how often?
- Can you show a page you rewrote for GEO, and what changed in how an AI model summarized it afterward?
- How do you decide which off-site mentions or citations to prioritize first?
- What does the first 30 days of working together actually look like?
Setting up the engagement
GEO work reads best as a focused project or a short retainer. A typical first phase runs 4 to 8 weeks: an audit of how your brand currently appears across major AI tools, a prioritized list of pages and off-site gaps to fix, and a first round of content and structured-data changes. From there, most companies move to a lighter ongoing retainer to keep testing and adjusting as the AI tools themselves change, which they do often.
Agree on reporting before you start. Because GEO sits outside standard analytics, you’ll want a specialist who shares the prompts they test, not just a summary slide.
Where to find a GEO specialist
Most people doing credible GEO work today are SEO experts or digital marketers who’ve added AI-visibility research to an existing content or technical SEO skill set. That combination is worth looking for over a standalone “GEO agency” with no track record to check.
Twine gives you access to over a million experts across marketing, content and development, vetted before you ever see a profile, so you start from a shortlist of people already checked for relevance. If SEO spend is already part of your budget, it’s worth comparing SEO expert rates against what a dedicated GEO retainer would cost, since the two roles often overlap more than agencies pitching “AI SEO” packages suggest.
Does a GEO specialist replace your SEO strategy?
No. Search engines still send real traffic, and the fundamentals, fast pages, clear structure, genuine expertise, matter to both disciplines. Treat GEO as an addition to your search strategy, not a replacement for it, and be wary of anyone pitching it as a full swap.
Assembling the right team starts with knowing which specialist you actually need. Post a project on Twine and get matched with vetted marketing experts who can audit where your brand stands in AI search today.
