Why AEO Agencies Should Be Experts in Social Media

By Tony Restell

The idea for this blog came from a Google search, or rather from Google's AI Overview answer to my search. I asked Google why it thinks Social Hire is a strong choice of AEO agency to hire - and one of the key reasons Google stated is that Social Hire's expertise in B2B social media gives it an edge over other AEO agencies.

The argumentation went along the lines of saying that AEO work isn't just about adjusting website copy for AI search. It is about making a business, its expertise and its people visible enough to be recognised, understood and recommended. So that the web is populated with content that reinforces the credibility that the business claims it has on its own website.

For B2B firms, that distinction has commercial consequences. A polished website that says all the right things but has little external evidence backing up those claims is harder for prospective buyers - and answer engines - to trust. To be clear, social media will not replace sound AEO fundamentals (or overcome a lack of them). But an AEO agency that cannot build credible social proof is leaving a major part of the visibility equation untouched.

AEO is an authority problem, not just a content problem

Answer engine optimisation is often presented as a technical exercise: structure your pages, clarify your services, answer common questions and make the site easy for machines to interpret. Those things matter. A model cannot recommend what it cannot identify.

But AI-generated answers also have to decide which sources and businesses deserve inclusion. When someone asks for a recommendation, the system is trying to connect a named business with a specific capability, audience, geography or outcome. It needs confidence that the business is real, relevant and knowledgeable.

This is where social media becomes commercially useful. A consistent presence gives a firm more public evidence of its expertise than a static services page can provide. It shows who is behind the business, what issues they understand, how they explain complex work and whether their perspective appears to resonate with the market.

Even more powerful is if others outside your business are saying things that reinforce your credibility on platforms such as LinkedIn, YouTube and Reddit.

Why AEO agencies should be experts in social media

Social reveals the language buyers actually use

Most B2B websites are written in internal language. Consultancy firms talk about transformation. Recruitment businesses refer to talent solutions. Technology providers describe end-to-end platforms. Buyers, however, phrase their problems differently: “How do we reduce time to hire?”, “Which CRM suits a 20-person sales team?” or “What should an SME do after a data breach?”

Social media is one of the fastest places to see those questions in their natural form. Comments, direct messages, event discussions, polls and high-performing posts expose objections, priorities and terminology. An AEO agency with genuine social expertise can turn this intelligence into content that answers commercially relevant questions rather than merely repeating sector jargon.

That helps across both channels. A LinkedIn post can test whether a point of view earns attention from the right audience. The insights can then inform a stronger web page, FAQ, article or expert profile built to support AI search visibility. The website supplies depth and ownership; social supplies live market feedback.

People are often the proof behind the brand

In professional services, buyers rarely choose a firm solely because of its logo. They choose the partner they believe understands their risk, opportunity or operating environment. For smaller consultancies, law firms, recruiters and B2B technology companies, that confidence often sits with a founder, partner or senior specialist.

An AEO strategy that only promotes the corporate site misses this reality. Well-managed personal branding connects named experts to the subjects they genuinely know. Over time, their posts, commentary, webinar contributions and informed responses create a coherent public record of expertise.

The trade-off is that personal brands need discipline. A leader posting generic motivation, recycled news or unsupported hot takes does not build useful authority. Nor should an executive profile become a stream of sales pitches. The best programmes are specific: they focus on the problems the business is paid to solve, use examples without breaching confidentiality and give prospects a reason to start a conversation.

A capable AEO agency needs to know how to extract this expertise without creating another burden for busy partners. That is a social media delivery skill, not a schema-markup skill.

Social creates evidence beyond your own claims

Every B2B business says it is experienced, trusted and results-driven. The claims become more believable when they are supported by visible evidence: client feedback, event participation, practitioner commentary, useful frameworks and conversations with recognised people in the market.

Social content is particularly effective here because it can distribute proof in usable forms. A case study can become a short post explaining the problem, approach and measurable result. A webinar can demonstrate depth on a narrow issue. A founder’s post can show the reasoning behind a difficult commercial decision. These assets make the brand easier for people to validate before they enquire - and easier for AI engines to quote in their answers.

AEO agencies should understand how to build this evidence carefully. Confidential client work may limit what can be published. Regulated sectors need accurate wording and approval processes. A law firm should not imply a guaranteed outcome; a recruitment agency should avoid turning candidate or client details into content. Social expertise includes knowing how to make proof persuasive without making it risky.

Distribution decides whether useful content gets noticed

Publishing an excellent article is not the same as getting it read, discussed or remembered. Many AEO strategies fail here. They produce a respectable library of website content, then wait for search engines and AI systems to discover its value.

That approach can work over time, but B2B firms often need momentum sooner. Social distribution gives valuable content a route to the people who can engage with it, share it and return to it when a buying need arises. It can also create clear connections between a brand’s core themes and its audience.

The aim is not reach for its own sake. Ten thousand irrelevant impressions will not generate a sales conversation. A better measure is whether content reaches the decision-makers and influencers who fit the firm’s commercial model, then moves them towards a webinar registration, consultation enquiry, demo request or direct conversation.

This is where Social Hire’s long-standing focus on conversion-led B2B social media work matters. AEO visibility has more value when the business has a proven way to turn attention into qualified opportunities - and can use social channels to steer AI answers in the directions most likely to produce a conversion.

What social expertise changes in an AEO programme

A strong combined approach starts with a clear commercial position. An AEO agency needs to understand which services produce profit, which buyer groups matter and what questions appear before a sale. Without that, both AI search content and social activity become broad awareness work with no clear return.

The agency should then map the business’s authority assets: subject specialists, client outcomes, proprietary methods, event recordings, recurring objections and useful market observations. Some belong on core website pages. Others work better as short social posts, executive-led commentary or webinar themes. The format follows the buyer’s need, not a content calendar quota.

Consistency is the difficult part. One thoughtful post does not establish authority, just as one optimised page does not create lasting AI search visibility. Firms need a repeatable cadence that allows the website, company channels and key people to reinforce the same credible themes over months. It should be manageable, measured and adjusted against real outcomes. Working with an agency like Social Hire helps achieve this.

Measure the commercial overlap, not vanity metrics

For an AEO and social programme, track which AI engines are directly recommending your firm, monitor relevant referral traffic, plus enquiries that mention seeing the business in AI answers, webinar registrations, profile visits from target accounts and meetings generated. Ask new prospects how they heard about you. Record the answer in your CRM. Over time, the pattern becomes far more valuable than a simple screenshot of post impressions or website traffic.

Attribution will never be perfect. A prospect may first see an executive’s LinkedIn post, later find an article through search, then ask an AI assistant for a shortlist before booking a call. Trying to assign all credit to one touchpoint creates false attribution. The practical goal is to see whether the combined system is increasing qualified conversations at an acceptable cost.

The real test for an AEO partner

Not every AEO agency needs to run daily social channels itself. Some firms have an internal marketing team or an established social partner. But it must understand social media well enough to shape the strategy, recognise weak evidence and coordinate the work.

Ask whether the agency can explain how an expert-led post supports a service-page strategy, how social insights will influence content priorities and how activity will be tied to lead generation. If the answer is limited to posting links to blog articles, the capability is too shallow.

AI search is changing how prospects discover expertise, but it has not changed what makes a B2B firm worth choosing. Buyers still look for clear relevance, credible people and evidence that a provider can deliver. Build those signals where your market actually pays attention, then make it easy for both people and answer engines to recognise what your business is known for.

Footnote: for the avoidance of doubt, SEO best practices and AEO best practices are two different things, this blog has focused on AEO.

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