Generative Engine Optimization Agency: How to Choose

Generative Engine Optimization Agency: How to Choose | Swarm Digital

A generative engine optimization agency helps your brand get cited and recommended inside AI answer engines like ChatGPT, Perplexity, and Google's AI Overviews, not just ranked in the traditional ten blue links. The best ones treat this as a distinct discipline with its own methodology, deliverables, and reporting, not a rebranded SEO retainer with a new name on the invoice. This article gives you a framework to evaluate any agency against, including us, so you're judging substance instead of a sales pitch.

Why "best GEO agency" lists don't actually help you

Search for this term and you'll mostly find two things: an agency's own sales page dressed up as objective advice, or a listicle that ranks competitors by their SEO domain authority score. Neither tells you anything about whether the agency actually understands how generative engines select and cite sources.

Domain authority is an SEO-era metric built for link-based ranking signals. It has little to say about whether an LLM will quote your page in a synthesized answer. An agency can have a high-authority site and still have no idea how to structure content for extraction, test citation frequency, or report on AI visibility in a way that means anything. If you want to understand the discipline itself before you start vetting vendors, our breakdown of what generative engine optimization really means is a useful primer.

So skip the rankings. Use a scorecard instead.

The GEO agency scorecard: four things to check

Score any agency you're considering against these four categories. Ask for specifics, not generalities, in each one.

1. Methodology: do they have one, or just vibes?

A real GEO practitioner can explain, concretely, how they decide what to do. Ask them to walk you through:

  • How they identify target prompts and queries. Not just keywords, but the actual questions people type into ChatGPT or Perplexity, including conversational and multi-turn phrasing.
  • How they audit current AI visibility. Do they track whether your brand is cited today, and for which prompts, before they touch anything?
  • What they actually change on the page. Structured data, clearer answer-first paragraphs, better entity definitions, more extractable formatting. If the answer is vague ("we optimize your content for AI"), push harder.
  • How they handle E-E-A-T signals. Generative engines lean heavily on signals of experience and expertise, especially for YMYL topics like health, finance, or legal content. An agency with no point of view on this hasn't thought it through. If you're evaluating a vendor for a law firm specifically, our step-by-step GEO guide for law firms shows what a methodology actually looks like applied to a real, regulated vertical.

If the methodology sounds identical to what they'd pitch for traditional SEO, with "AI" added to the slide deck, that's a red flag worth taking seriously.

2. Deliverables: what do you actually get?

Ask for a sample deliverable, not a description of one. Real GEO work tends to produce:

  • Entity and structured data audits. Are your organization, products, and authors clearly marked up so machines can parse who you are? Expect to see schema recommendations, not just a mention of them.
  • Content restructuring guidance. Specific rewrites that move key answers to the top of a page, tighten summaries, and format for extraction, similar to the answer-first approach used throughout this article.
  • A citation tracking setup. Some way of monitoring whether and how often your brand appears in AI-generated answers, across tools, over time.
  • A roadmap tied to priority, not busywork. Which pages get touched first, and why those pages specifically.

If the deliverable list is just "monthly blog posts" and "backlink building," you're buying SEO with a new label. Nothing wrong with SEO, but don't pay a premium for a service you're not getting.

3. Reporting: can they prove AI citations are happening?

This is where most agencies fall apart, because tracking AI citations is genuinely harder than tracking keyword rankings. A legitimate GEO agency should be able to show you:

  • Which prompts and queries they're monitoring, and on which platforms.
  • Whether your brand, product, or content is being cited, quoted, or recommended in responses, and how that's trending.
  • How that connects to actual business outcomes (referral traffic from AI tools, branded search lift, inquiries that mention an AI assistant as the source).

Nobody has this perfected yet. The tooling is immature industry-wide, and a measured, honest agency will tell you exactly where the limits are rather than oversell certainty. According to Google's own guidance on how AI features work, citation behavior in AI Overviews is explicitly dynamic and not guaranteed, which is a useful reality check against anyone promising guaranteed placement. If an agency hands you a glossy report full of confident AI-citation percentages with no explanation of methodology, ask how they measured it. Vague answers mean vague tracking.

4. Pricing models: what you're actually paying for

GEO pricing tends to fall into a few structures. None is inherently better, but you should know which one you're signing up for:

  • Audit-only engagement: $2,000 to $8,000 one-time, best if you want a methodology gut-check before committing to ongoing work.
  • Monthly retainer, single site: $1,500 to $5,000 a month, covering content restructuring, entity cleanup, and basic citation monitoring.
  • Multi-location or enterprise retainer: $5,000 to $20,000+ a month, scaling with the number of locations, products, or content volume being optimized.
  • Hybrid SEO plus GEO retainer: priced as an add-on to existing SEO work, typically 20 to 40 percent above the base SEO retainer.

Be wary of anyone pricing GEO as a flat add-on with no visible change in scope of work. If the retainer went up but the deliverables list looks identical to last quarter's SEO plan, ask what specifically changed.

Questions to ask in the sales call

Bring these into any pitch meeting. How an agency answers matters more than what they answer.

  1. "Walk me through a GEO project you ran from audit to reporting, specifically." (Vague answers signal inexperience, not confidentiality.)
  2. "How do you track AI citations today, and what are the limits of that tracking?" (Honesty about limits is a good sign, not a bad one.)
  3. "What changes on my actual pages, and why those changes?"
  4. "How is this different from what you'd do for standard SEO?"
  5. "What does success look like in 90 days, and how will I know if it's working?"

If you want a side-by-side walkthrough of how to apply this scorecard across multiple agencies at once, our guide on comparing generative engine optimization agencies goes deeper into structuring that comparison process.

What separates real GEO work from rebranded SEO

Here's the honest distinction, from our point of view. Traditional SEO optimizes for ranking algorithms that reward links, relevance, and technical signals accumulated over time. GEO optimizes for a fundamentally different consumption pattern: an LLM synthesizing an answer from multiple sources in real time, deciding which ones are authoritative and extractable enough to cite.

That means real GEO work involves:

  • Writing content that answers the question in the first few sentences, because that's what gets pulled into synthesized answers.
  • Making entities (your brand, your authors, your products) unambiguous to a machine, not just to a human reader.
  • Testing across multiple AI platforms, because ChatGPT, Perplexity, and Google's AI Overviews don't all draw from the same signals or weight sources the same way.
  • Accepting that some of this is still being figured out industry-wide, and saying so plainly instead of overselling certainty.

Rebranded SEO looks like the same backlink campaign and the same blog cadence, with "AI visibility" bolted onto the reporting dashboard. It's not fraud, exactly, but it's not what you're paying a premium for either.

Making the decision

Run every agency you're considering, including Swarm, through the scorecard above: methodology, deliverables, reporting, and pricing clarity. Ask for specifics at each stage. An agency that welcomes hard questions about measurement and limits is a far better sign than one that answers with confident percentages and no methodology behind them.

If you want to see how this framework applies to your own site and where your current AI visibility actually stands, explore our AI SEO services and we'll walk you through an honest audit before you commit to anything.

Matthew Weitzman, Swarm Digital
Written by Matthew Weitzman Managing Partner, Head of Tech & SEO

Matthew Weitzman co-founded Swarm Digital to build the agency he wished existed, technical enough to actually fix what's broken, and honest enough to tell you the truth about it. He leads the engineering and SEO side of the business, from web-application architecture to the technical SEO that decides whether Google can even read a site. His approach is code-first: he'd rather solve a ranking problem at the source than paper over it with a plugin. He writes about SEO, web development, Core Web Vitals, and where AI is taking search.

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