Your AI Is Interviewing Candidates. Who Is Selling the Opportunity?
Consider a senior candidate who applies for a role that looks worth exploring.
The response is an invitation to complete a first interview with a “Virtual Recruiter”.
That is where their interest ends.
The employer might reasonably think: “You applied, so you must be interested.”
They were interested enough to explore the opportunity. They still expected a conversation before committing further.
An application expresses an initial interest. The candidate needs to understand the business, the team, the expectations and the person they would report to. A job description introduces those subjects. It rarely settles them.
Yet the next step asks for more information about the candidate before anyone has explained much more about the opportunity.
For a CEO, Managing Partner or regional business head commissioning a senior appointment, that should raise a question: while your process is assessing people, who is persuading them that joining your business would be a good decision?
Someone still has to sell the opportunity
When I started in recruitment, learning to sell an opportunity was fundamental. You needed to understand what would make the work appealing to a particular person and what might prevent them from moving.
At Morgan McKinley in London, I headhunted newly qualified ACAs from the Big Four for equity research and corporate finance opportunities at investment banks including Morgan Stanley, Credit Suisse and J.P. Morgan.
These were bright people with credible alternatives. They could stay where they were, pursue a partnership career or explore other opportunities. Even those bank names did not do the entire job for us.
We had to explain the work and understand their ambitions. A move into equity research might appeal to one person and leave another entirely unmoved. The employer’s reputation helped secure attention; understanding the individual helped turn that attention into a serious discussion.
The lesson applies equally to a CFO, regional business head or consulting Partner. They need a convincing account of why this particular move makes sense: the challenge, the working environment, the people, the reward and what it could lead to.
Selling properly also requires honesty. A difficult turnaround can appeal to someone who wants the challenge and has the authority to tackle it. Presenting it as uncomplicated growth will secure enthusiasm only until the candidate discovers what is actually involved.
A cold invitation to complete an automated interview does very little of that work.
Give the candidate something meaningful to assess
For someone evaluating a Head of Talent Acquisition role covering Asia Pacific, the immediate questions concern the operation they would inherit.
How large is the team? Which markets have local support? What hiring ambitions has the business approved, and what resources accompany them? Does the function influence decisions or mainly receive instructions after they have been made? Why is the position vacant?
The employer may want examples of how the candidate has managed those challenges elsewhere. The candidate wants to understand how this employer manages them now.
For a recruitment leadership appointment, the process is particularly revealing. The company is demonstrating how it engages prospective employees while asking someone to become responsible for that very activity. An invitation to run an entire region becomes less compelling when nobody is available to discuss the region.
A consulting Partner considering another firm has different commercial questions. What client base already exists? What investment has been authorised? Can they hire a team? How will work be shared between practices, and how will revenue be attributed?
“Entrepreneurial opportunity” covers quite a range of arrangements. It helps to establish whether it includes a team and investment or simply a laptop and considerable expectations.
A prospective CFO may need to discuss cash generation, reporting quality, the finance team and relations with investors. What requires attention in the first six months? What does the board expect within a year? Where do management and shareholders disagree?
Nobody should expect unrestricted financial disclosure at first contact. There should nevertheless be enough substance to understand the assignment, with further information shared at the appropriate stage.
These questions help someone decide whether to proceed. Asking for half an hour of answers while leaving the employer’s proposition largely unexplained makes that decision unnecessarily difficult.
The process is already describing the business
“Perception is reality” is an old expression. In recruitment, its practical consequence is that candidates act on the impression they receive.
Automated screening may have a practical role where an employer receives large numbers of applications for similar positions. Even then, candidates deserve useful information, clear communication and access to someone who can answer their questions.
For a senior appointment, requiring an automated first interview can look like recruitment by convenience. The employer has selected someone whose experience appears relevant, yet delegates the opening exchange to software before making a meaningful effort to engage them.
The recipient may conclude that the recruitment team is overstretched, the hiring manager is inaccessible or the organisation is reluctant to invest time in the appointment. Without an informed conversation, they have little opportunity to discover whether those concerns are justified.
Will their team have sufficient resources? Will they have access to decision-makers? Is “fast-paced” a description of a growing business or a polite explanation for permanent exhaustion?
The invitation cannot establish the answers. It can create enough doubt for someone to spend their time elsewhere.
Declining the format should not automatically be interpreted as resistance to technology. Someone can use AI extensively at work and still expect a person to discuss a consequential career move.
Nor does being immediately available remove the right to be selective. An executive between roles may have alternatives or previous experience of an appointment whose reality differed sharply from its promise. They may be particularly careful about whom they trust next.
Know why you have invited the candidate
An invitation to interview should mean the recruiter has reviewed the person’s background and believes there is a credible fit with the role. The conversation should begin from that informed position.
That requires understanding what the candidate actually does. Their responsibilities, career progression and the businesses they have worked in should provide a clear basis for selecting them.
A strong keyword match is insufficient. If someone is invited because their CV scores nine out of ten against a job description, but the interviewer cannot explain how their experience relates to the appointment, the candidate is being asked to compensate for the recruiter’s lack of understanding.
The result is an interview spent justifying an entire career rather than discussing the points that matter. For a senior executive, that can quickly undermine confidence in the process and the people conducting it.
A prepared recruiter should be able to explain why the candidate was selected, clarify relevant details and discuss the opportunity intelligently.
This is where executive search experience earns its value. Narrowing a market to a small group of credible people requires knowledge of the sector, the appointment and the careers being considered. Sending those people into a generic screening exercise squanders the opportunity to use that judgement.
Maintain interest while decisions are being made
Even a promising first discussion does not secure enthusiasm indefinitely.
Where recruitment extends over months, circumstances change. A candidate’s current employer may offer a different remit. Another business may make a more convincing approach. A concern about the prospective manager may remain unresolved.
Someone needs to recognise the hesitation, ask what has changed and determine whether the concern can be addressed honestly. Sometimes the opportunity is unsuitable. Discovering that early saves time on both sides.
Without those discussions, the organisation may continue collecting assessment results while the candidate quietly loses interest. The eventual withdrawal can look sudden even though the reasons have been developing for weeks.
An automated reminder to complete the next stage is unlikely to uncover them.
For the employer, the consequence can extend well beyond one abandoned application. Losing someone deliberately identified as a strong prospect may mean returning to a limited market, extending an interim arrangement or leaving a business leader to cover two jobs. A delayed Partner appointment may also postpone plans to build a practice or develop client relationships.
The time saved at screening needs to be considered alongside the time lost if the appointment stalls.
A shorter process deserves attention alongside the choice of technology. Prepared interviewers, clear responsibilities and timely decisions can remove delays while preserving a useful exchange. Adding another screening stage is not automatically the quickest route to a hire.
Make someone responsible for the relationship
Respectful engagement should be available at every career level. The commercial focus here is senior appointments; the expectation of a useful exchange does not depend on a title.
Clients should expect their search adviser to understand why relevant people decline. An incomplete application is a system status. It does not explain whether the person lacked interest in the role, disliked the format or needed answers nobody provided.
There should also be a clear owner of candidate engagement. If everyone assumes the platform, the recruiter or the next interviewer is maintaining interest, it can easily become nobody’s responsibility.
At CGC, we approach the first conversation with an informed view of the candidate’s potential relevance. We clarify the points that matter, explain the opportunity and explore whether it offers a worthwhile move. The questions and reservations we hear also help us advise the client.
Your system may be collecting answers. Someone still has to give the candidate a reason to join.
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