Most job search advice is not wrong. That is precisely why it can be so frustrating.

If you are actively seeking something new, no doubt you will have read or been told to update your CV, tailor each application, improve your LinkedIn profile, prepare better interview examples and spend more time networking. None of this is bad advice. In fact, for many people, it is necessary. A weak CV will not help. An unclear LinkedIn profile will not help. Poor interview preparation will not help. Applying indiscriminately to roles for which there is no real fit is rarely a good use of time.

The difficulty is that necessary advice is often mistaken for sufficient advice.

This distinction matters because many capable people are already doing most of the obvious things reasonably well. They have rewritten their CV several times. They have added measurable achievements. They have adjusted their LinkedIn headline. They have attended workshops, spoken to recruiters and perhaps even received outplacement support. On paper, their job search has become more professional. Yet the market still does not respond in the way they expect.

When that happens, the usual interpretation is that the advice has not been applied properly. Sometimes that is true. More often, in my experience, the problem is different. The advice has improved the visible mechanics of the job search, but it has not addressed the underlying question that determines whether the market believes in the candidate.

That question is not simply, “Is this person qualified?”

It is closer to, “Can we see this person solving the problem we actually have?”

Those are very different questions.

I was reminded of this recently in a first session with a client who arrived with a very reasonable scepticism. She had already been using Claude at a much higher level than 95% of others – building agents, autonomy etc.. Her partner, also understandably, was not convinced that private support would add enough beyond what ChatGPT could provide. From the outside, career coaching can look like a more expensive version of advice that is already freely available.

But the session did not begin with generic advice. We looked at what great actually looks like in her space. We worked through her aspirations properly, which she realised she had never really done before. We looked at her existing documents, not as files to be polished, but as evidence of how she was currently being understood by the market.

By the end, the shift was not that she had received a few better tips. The shift was that she could see herself, her market and the standard required more clearly. Her word for the session was “awesome”, which I am not using here as a testimonial so much as a clue. People rarely respond like that to advice they could have found from AI or online. They respond in that manner when something previously vague becomes clear.

That is the point most generic advice struggles to reach.

Consider the common advice to replace responsibilities with achievements on a CV. As a general principle, this is sound. A senior operations leader who writes “responsible for operations across multiple European markets” is giving the reader very little to work with. A version that says “reduced operating costs by 18% across four European markets” is clearly stronger.

But even that may not be enough.

A hiring manager reading the second version may still be left with several unanswered questions. What was the commercial context? Was the business under market pressure, scaling rapidly, integrating acquisitions or recovering from poor performance? What did the candidate actually change? Was the 18% reduction a procurement saving, a headcount reduction, a process redesign or a one-off correction after years of under-management? Was the improvement personally led by the candidate or simply part of a wider corporate programme?

The metric is useful. It is evidence. But evidence without context can still be weak and often damaging.

This is where much job search advice stops too early. It tells people to add numbers but not to explain judgement. It tells them to show impact, but not to show why that impact was difficult, valuable or relevant to the next employer. It improves the CV at the level of presentation, but not always at the level of belief.

The same pattern appears in networking.

“Network more” is good advice in the same way that “exercise more” is good advice. It is true, but often too broad to change behaviour. One person sends 50 generic LinkedIn messages (coffee, exchange insights) and decides that networking does not work. Another has five well-chosen conversations that lead to intel, referrals and a renewed sense that they can succeed. Both have technically networked. Only one has understood what networking is supposed to produce.

For most people at Director level and above, the purpose of networking is not to collect contacts like Pokemon. It is to create organic, authentic conversations before a formal process begins. It is to become easier to place in someone’s mind. It is to learn what is really happening inside a market, company or function before that reality appears as a job description.

This matters because hiring rarely begins with a beautifully written job advert. More often, it begins with a problem. Someone resigns. A transformation has conked out. A market has moved. A formerly solid business unit is underperforming. A board wants more control. A new strategy requires a different kind of leader. By the time the role is formally advertised, many people have already had conversations about what kind of person might be needed.

Standard job search advice is usually aimed at the formal process. Stronger job search strategy also considers the informal one.

This distinction became much clearer to me when I moved from the external headhunting side into internal staffing. In the five years prior, I had watched hiring outcomes. Inside a big company, I saw hiring decisions. The debrief conversations were always more revealing than the interviews themselves.

Hiring panels did not talk in the language of CV advice. They did not discuss whether a profile had enough keywords, quantifiables or whether a LinkedIn headline was optimised. They discussed risk, credibility, context, judgement, whether they could imagine the person succeeding in the specific environment they were hiring for and whether they could sell them to the higher powers.

Often, two candidates looked equally strong on paper, but one was easier to believe. Their experience connected more clearly to the problem. Their examples were real-world and believable. Their presence gave the hiring manager more confidence that the appointment would not create new problems.

That is the part of the job search most general advice struggles to reach.

It is much easier to tell someone to quantify their achievements than to help them understand which achievements matter. It is easier to explain how to structure an interview answer than to identify the concerns sitting behind the question. It is easier to improve a LinkedIn profile than to work out what the market should remember about the person when they are not there to speak for themselves.

This is why you can follow good advice and still make little progress. You can improve the artefacts of your job search without necessarily improving the argument those artefacts are making.

A CV is not a record of everything someone has done. It is a case for why they make sense for a particular kind of problem.

A LinkedIn profile is not an online biography. It is a positioning tool that helps the reader understand where to place someone.

Networking is not a polite request for help. It is a way of creating useful proximity to information, influence and timing.

Interview preparation is not the memorisation of competent answers. It is the ability to make the hiring panel more confident in the decision they are considering.

Seen this way, much of the standard advice is still valuable, but only once the deeper work has been done. Before tailoring – better, curating – a CV, a person needs to understand the role they are really trying to play in the market. Before networking, they need to know what conversation they are trying to create. Before preparing interview examples, they need to understand what the employer is likely to be testing.

The most useful job search question is therefore not, “What should I do?”

It is, “What problem am I actually trying to solve?”

For some people, the problem is a weak CV. For others, it is unclear positioning. For others, it is lack of market access, poor interview conversion, unrealistic targeting, low confidence, weak evidence or an overreliance on advertised roles. These problems can look similar from the outside. They require very different interventions.

That is why generic advice so often disappoints. Not because it is wrong, but because it is detached from diagnosis.

The job search has become crowded with AI-fueled tactics. Many are sensible. Some are genuinely useful. But tactics only work properly when they are attached to the right problem.

Good advice can make the job search look more professional. It can tidy the visible parts.

But the real question is not whether the CV is better, the LinkedIn profile is cleaner or the interview answers sound more polished.

The real question is whether the market now understands why this person, for this kind of role, at this moment.

Without that, people can keep improving their materials while leaving the real problem untouched.

That is the difference between looking more prepared and becoming more appointable.