Why Professional Services Businesses Need to Consider AI Optimisation in Recruitment

The conversation about AI and recruitment tends to come from one of two camps, the technology taking jobs, or candidates using AI to write their CVs. There is a third perspective that is getting less attention and arguably matters more right now for professional services businesses leveraging their visibility and employer brand to attract and retain the best talent.

AI is changing how people discover jobs and explore careers in the first place. Before a candidate ever reaches your vacancy page, or even knows what role they want, they are increasingly using AI tools, conversational search and answer engines to figure out what kind of firm suits them, what a career in your sector looks like, and whether your organisation is the kind of place they would want to work. And if your content is not part of those conversations, you may not even register as an option.

This does not mean your SEO work is wasted or that you need to start again from scratch. It does mean that search journeys are widening, and the businesses best positioned to take advantage are those who already have strong digital foundations and are ready to build on them.

Search is becoming more conversational

For years, job searching largely meant typing a job title or a location into a search bar and scanning the results. That is still happening, and it is still important, but it is no longer the whole picture.

Jobseekers, particularly early in their career journey, are more likely to ask natural-language questions than to enter rigid keyword searches. They might ask:

• What is it like to work in a regional accountancy firm versus a national one?
• What skills are needed to become a paraplanner
• Which careers combine financial knowledge with client relationships?
• What does the day-to-day reality of a trainee solicitor actually look like?

These are not vacancy searches. They are discovery searches, and they are happening across Google, LinkedIn, ChatGPT, Perplexity, and other AI-powered platforms.

LinkedIn has already responded to this movement. Its new AI-powered job search, built for the platform's 1.2 billion members, invites candidates to describe the role they want in their own words, "like you would to a friend." So instead of typing "trainee solicitor Newcastle" or "graduate accountancy scheme," someone might describe what they are actually looking for: "I want a client-facing role where I can use my finance degree to help small businesses" or "I'm looking for a graduate position in law where I can specialise in family or employment work."

The system uses large language models to interpret intent rather than match keywords, finding roles that fit what someone actually means, even when the job description does not use the same words. LinkedIn notes specifically that this approach is designed to help those new to the workforce who may not know where to start with keywords. The direction of travel is clear; platforms are moving away from exact-match logic and towards understanding what people actually mean when they search.

AI is now part of how young people think about careers

A recent report from graduate insights company, Prospects Luminate, found that 13% of young people surveyed had already changed their career plans because of AI, up from 10% the previous year, with a further third considering a change. More relevant for professional services firms is this: 22% of those who changed direction said they did so after asking an AI tool for careers advice.

Young people aren’t just Googling job titles anymore. They are using AI to work out which careers suit them, which sectors are stable, and which employers are worth considering. That is the stage where your company either appears in the conversation as a legitimate career prospect or doesn’t.

And, contrary to the sensationalist ‘it’s taking our jobs’ headlines of late, AI usage isn’t viewed as all doom and gloom; its powers are also being used for good. Among career-changers, 36% said they had learned new AI skills that influenced their direction and 29% said AI had opened up new opportunities. ISE's employer data also makes clear that a recent slowdown in graduate hiring has been driven more by macroeconomic pressures and budget constraints than by AI replacing roles, with tasks involving client relationships, complex judgment, and mentoring expected to remain predominantly human-led.

Which means the real question for professional services firms is not whether AI is changing how candidates find you. It is whether your careers content gives them anything useful to find using AI powered search.

Why professional services firms need better careers content to attract and retain the best talent

Most professional services firms have careers content on their websites. But a lot of that content is structured around vacancies rather than questions. It assumes someone already knows what they want and is looking for a place to apply, rather than someone who is still working out whether this sector, this firm, this location or this kind of role is right for them.
Candidates are asking broader questions than that; they want to understand:

• Culture
• Progression routes
• How flexible the work is
• What supervision and training look like in practice
• How technology is being used in the firm
• What a typical week involves
• What the profession looks like in five years' time

They are not just looking at how they fit a role; they are looking for fit with an organisation and a career path.

Content that does this well, whether through career pathway pages, day-in-the-life articles, role explainers, team profiles, candidate FAQs, or leadership commentary on how the profession is evolving, does two things. It helps real candidates make better decisions about whether to apply. And it puts your firm in the position of being a useful, authoritative source, which matters whether someone finds you through Google, a LinkedIn search, or an AI-generated answer.

Thin, generic careers content that could have come from any firm in your sector is not just uninspiring; in the current environment, it is simply less likely to be found, referenced, or trusted.

SEO still matters, and it provides the foundations for everything else

This is worth saying clearly because the noise around AI and search can make it seem as if previous work has been rendered irrelevant or obsolete. It has not.
Search engines, employer websites, job boards, LinkedIn and Google are all still central to how jobseekers find roles and research employers. Google is explicit on this point: its own guidance states that the best practices for SEO remain relevant for AI features in Google Search, including AI Overviews and AI Mode, and that there are no additional technical requirements to appear in those features beyond the existing SEO fundamentals.

The foundations are exactly what both search engines and AI features draw on. You still need to have:

• clear and useful content
• strong site structure
• crawlable and accessible pages
• consistent and accurate information
• relevant expertise
• demonstrated trust and authority - if you want to understand how Google evaluates trust and authority in practice, particularly for professional services firms, our blog on E-E-A-T goes into more detail.
• natural language answers to real audience questions

Firms that have invested in good SEO are not starting from a disadvantaged position. They are starting from a strong one.

That said, research into users’ behaviour on Google does suggest that for some queries, visibility is increasingly happening within answers and summaries, not just in ranked results. And that changes the question firms should be asking about their content.

The question is no longer only "do we rank?" It is also "are we understood, cited, and summarised accurately when someone asks a question about our sector, our firm, or our careers?"

What AEO and GEO mean for employer visibility

Answer Engine Optimisation (AEO) and Generative Engine Optimisation (GEO) are terms that describe how content can be structured and positioned to appear within AI-generated answers, not just in ranked results pages.

AEO focuses on making content easy for answer engines and AI search features to draw on when responding to specific questions. GEO is about improving the chances that a brand, website, or source is understood, cited, summarised, or recommended by generative AI tools like ChatGPT, Perplexity, Google's AI Overviews, and similar platforms.

If some of this terminology is new to you, check out our comprehensive guide to AI terms for professional services firms, which is worth a read alongside this one.

In the context of recruitment and employer visibility, this matters practically. If a candidate asks an AI tool what it is like to work for a regional law firm, what the routes into financial planning look like, or what a good accountancy trainee programme should involve, the firms whose content best answers those questions are more likely to feature in the response. The firms without that content may not appear at all, regardless of how well they perform in traditional search for their service area keywords.

And crucially, AEO and GEO are built on the same foundations as good ol’ SEO. Clear structure, plain English, useful and accurate content, genuine expertise, strong technical accessibility, and consistent signals across your website and wider digital presence all contribute to both. They are the next layer of visibility, built on top of the SEO work you have already done, not a replacement for it.

Practical steps for professional services firms

The most useful starting point is to review your careers content not from the perspective of someone who already knows what they want, but from the perspective of someone who is still exploring. For example, in the legal sector, read your pages as if you are a law student wondering whether the solicitor or barrister route is the right path, or an experienced professional considering a move to a regional firm rather than working in the City. Are the questions they are likely to ask actually answered?

From there, some practical areas to focus on:

• Create content around the questions candidates ask before they know exactly what role they want
• Use clear headings and plain language throughout
• Explain roles, progression, training and culture in enough detail to be genuinely useful
• Show the human side of your firm through employee stories and team profiles
• Keep content accurate, fresh and reflective of how the firm operates today, not how it operated three years ago
• Bring all of this to life with video

Build authority through thought leadership, PR, video, LinkedIn content and sector-specific commentary, because AI tools draw on the wider web, not just your website. Make sure your technical foundations are solid, that your careers pages are well structured, properly indexed, accessible and load quickly – we've covered what that looks like in practice here. And treat your recruitment content, brand content and SEO content as connected, because for the candidate doing research, they are.

What this means for how you think about visibility

AI is genuinely changing how people explore careers and discover employers. The research shows that candidates want clear, honest information from employers about what roles will involve, and that they are increasingly turning to AI tools to find that guidance. Those tools will only be as useful as the content they can draw on, and right now, most professional services firms are not creating the kind of careers content that gives AI anything useful to work with.

Professional services  businesses such as law firms, accountants, financial planners, and property professionals that have invested in SEO and good digital content are not starting again. They are in a strong position. The opportunity now is to build on that work by creating clearer, more answer-ready content that helps both people and AI tools understand who you are, what you offer, and why you might be the right firm for the right candidate.

At Cal Partners, we work with professional services firms to develop marketing and recruitment content strategies that think about visibility in exactly this way, not just where you rank, but whether you are understood, trusted and recommended across the full range of channels and tools that your ideal candidates are actually using.

If you would like to talk about how that applies to your firm, get in touch for a free consultation. We would be happy to help.