If you are a CMO or Head of Marketing at a regulated UK firm — financial services, legal, healthcare, or professional services — you have almost certainly been asked one of these questions in the past six months:

“What is our AI search strategy?”

“Why are our competitors appearing in ChatGPT and we are not?”

“What are we doing about Google AI Overviews?”

“Should we be investing in GEO?”

These questions are now appearing in board meetings, agency pitch processes, and budget review conversations with increasing frequency. And most CMOs do not yet have a confident answer, because the discipline is new, the landscape is shifting, and the agencies they work with are still figuring out their own positioning.

This article is designed to help. Here is what is being asked, what the right answers look like, and where the gaps in current agency responses typically sit.

The Questions That Keep Coming Up

This is the foundational question, and it is being driven by data. UK AI search statistics show that over 40% of B2B buyers now use AI-assisted search as part of their research process. For consumer-facing services — finding a financial adviser, choosing a law firm, selecting a healthcare provider — AI platform usage is growing month on month.

The right answer is not a guess. It requires auditing your firm’s AI search visibility across the specific platforms and queries your buyers use. Any agency that cannot provide this audit as a starting point is not equipped to answer the question.

“Why are competitors being cited by AI and we are not?”

This is the question that creates urgency. When a CEO asks ChatGPT to recommend a firm in their sector and a competitor is named while they are not, the abstraction disappears. It becomes personal and immediate.

The answer lies in understanding how AI models select sources. They do not rank websites. They synthesise information from multiple sources and decide which brands to cite based on entity signals, content structure, authority indicators, and the density of consistent mentions across the web. Competitors who appear have — whether deliberately or accidentally — built stronger signals in these areas.

“Is GEO different from SEO, or is our SEO agency already handling this?”

This is arguably the most important question, because the wrong answer leads to months of wasted effort.

GEO and SEO are related but distinct disciplines. Traditional SEO optimises for page rankings in search engine results. GEO optimises for citation and recommendation in AI-generated answers. Some SEO activities support GEO outcomes — structured content, schema markup, authority building. But a traditional SEO strategy does not automatically produce AI citation authority. The full comparison is worth reading before your next agency conversation.

If your current agency claims their existing SEO work covers GEO, ask them to demonstrate it. Ask them to show your citation rates across ChatGPT, Perplexity, and Google AI Overviews for your top 20 buyer queries. If they cannot, they are not doing GEO.

“What does a GEO engagement actually involve?”

CMOs in regulated sectors are understandably cautious about adding new service lines. They want to know what they are buying, how it is delivered, and how results are measured.

A credible GEO engagement involves several distinct phases: AI visibility auditing, entity signal mapping and remediation, content restructuring for AI extractability, external authority building, and ongoing citation monitoring. MarGen’s Synaptic Authority Engine formalises this into a six-step methodology designed specifically for regulated UK businesses.

“How do we do this without creating compliance risk?”

This is the question that separates GEO agencies that understand regulated sectors from those that do not.

In financial services, every piece of content must meet FCA standards for clear, fair, and not misleading communications. In legal, SRA transparency rules apply. In healthcare, clinical claims must be evidence-based and defensible.

The right GEO agency treats compliance as a feature, not a constraint. Content structured for AI citation — factual, evidence-based, clearly attributed, transparently sourced — is inherently more compliant than vague marketing copy. The FCA Consumer Duty is a perfect example: its requirements align almost perfectly with what AI models reward.

Red Flags in Agency Responses

When evaluating agency pitches that include AI search or GEO proposals, watch for these warning signs:

“Our SEO package already covers this.” It almost certainly does not. GEO requires specific capabilities — AI platform auditing, entity signal mapping, citation tracking — that sit outside traditional SEO toolkits.

“We will optimise your content for AI.” This is too vague to be meaningful. What content? Optimised how? Measured against what? A credible GEO proposal specifies the methodology, the timeline, and the KPIs.

“We are the UK’s leading GEO agency.” GEO is new enough that no agency has a defensible claim to market leadership based on track record alone. Evaluate agencies on methodology, sector expertise, case studies, and transparency, not self-proclaimed rankings.

No mention of compliance. If a GEO proposal for a regulated firm does not address compliance requirements prominently, the agency does not understand your sector.

No measurement framework. AI citation authority must be measurable. Any GEO engagement should include baseline auditing, ongoing citation tracking, and clear reporting against defined KPIs. If the agency cannot explain how they measure success, they cannot deliver it.

What Good Looks Like

A strong response to AI search questions in an agency pitch or board meeting includes:

  1. A current-state assessment — your citation rates across AI platforms for the queries that matter to your business
  2. A clear methodology — not tactics, but a structured approach to building citation authority over time
  3. Compliance integration — evidence that the approach works within your regulatory framework, not around it
  4. Measurable outcomes — specific KPIs tied to citation frequency, entity accuracy, and commercial impact
  5. A realistic timeline — AI citation authority builds over 60-90 days at minimum, not overnight

The Conversation MarGen Would Have With You

If you are navigating these questions and want a structured, honest conversation about where your firm stands and what a credible AI search strategy looks like, talk to us.

We will start with an audit, not a pitch. We will show you where you are cited, where you are not, and where your competitors have built advantages. And we will explain exactly how the Synaptic Authority Engine addresses the gap — within your regulatory framework, on a timeline that makes sense, measured against outcomes that matter.

That is what regulated sector CMOs deserve from this conversation. Not buzzwords. Not slides. Answers.