AIDE and abet

Greg Wyatt • August 29, 2024

Last year I wrote a LinkedIn post about my AIDE (attention ikigai definition experience) framework, which resulted in a couple of mini-experiments.

I put it to one side recently, until a friend mentioned they’d used the crux of my framework to move their job description-led advert to one that was a bit more reader-centric - to good effect.

It got me thinking again about creating a prompt for LLMs that anyone can apply to existing adverts, to zhuzh them up a bit.


The problem with this automated approach though is it doesn’t draw out the insight that can make a role attractive to the right readers - which was the point of the framework.

If the insight isn’t there, what’s left is an advert of similar meaning to the original which might be more engaging. Rather than something designed to appeal to your ‘right’ readers.

But if all you have to play with is more engaging words, could that be better than the typical copypasta approach?


You tell me.


On the off chance you haven’t come across AIDE before, I’ve written about it in 14 part series, part one is here:

All of them are pretty much sequentially published from March 2023, and can be found on the archive.

If you can’t be bothered, fair enough.

Do this instead, as the proof is in the pudding.


  1. Go to Gemini (or LLM of choice)

  2. Use this prompt: Adapt this advert/job description: “<insert copy paste of full content>”, with this framework <copy paste the original LinkedIn post below>

How do the results compare? (Please don’t do this, Mitch, or do and rip me a new one.)


Here’s the post. I copied it word for word against a couple of terrible job descriptions and the results are “better”.

<start copy>

Here’s a 4 step advertising framework you can use to help fill difficult vacancies:

1️⃣ Clear introduction that grabs Attention and encourages clicking on ‘see more’.

- Lead with the strongest point about your vacancy that will interest your ideal readers.

DON’T lead with something they’ll only care about if they need any old job. “*** New role ***” or “I’m delighted to announce this advert for a vacancy because I don’t know what else to say.” or "Here at Boring Corp, we are."

2️⃣  Build Interest and trust by showing the reader why it’s worth exploring further, even if they are happily employed in a good enough job.

- You’ll need to speak to their situation, needs and aspirations; something you’ll have established when building your vacancy. Genuine benefits help.

DON’T follow up with generic or clever words that may only push your ideal readers away. “A market-leading innovator disrupting the cat litter market with blue liner thinking” or “progressive opportunity to join our family.”

3️⃣  Provide clarity by Defining what your role is and the minimum viable requirement for skills and experience.

- Requires briefly showing the context of your role and the points readers won’t be able to guess from its job title.

- As well as knowing what your minimum viable requirement is. Given this is a ‘difficult’ vacancy, this should be your starting point

DON’T list more than 4-5 bullet points in your requirement, especially when they are either impossible or points anyone will think they have. “5 years experience in tech invented in 2021” or “communication skills.”

DON'T teach a granny to suck eggs or leave them with the wrong questions.

Keep these first three sections to around 300 words, if possible.

Simplify, ‘so what’, ‘why does it matter’ all help.

4️⃣  Focus on giving your readers the right Experience to encourage them to contact you:

- Highlight the recruitment process
- Provide a safe space for any accommodations they may need
- Invite them to talk to you without an updated CV
- Tell them you’ll respond to all applications
- Make it easy for them to contact you

DON'T list statutory benefits and 'competitive salary'. Who cares?

DON’T use the rubbish lines that are “only successful candidates will be contacted”. If this was the first advert you read, how might it make you feel?

If you think volume applications are impossible to reply to, simply automate and reciprocate their level of care. Comment below if you want my template for unsuitable applicants who’ve applied only on a wing and a prayer.

While this is a simple framework, it’s not necessarily easy to apply.

You’ll need insight, clear definitions of what good is, and to interpret your vacancy with meaning to your target readers.

It’s based on AIDA (attention interest desire action) adapted to the needs of potential candidates, rather than customers.

I call it AIDE (attention ikigai definition experience).

</end copy>

It might seem counterintuitive to use in the prompt, but the LLM parses it well enough.

How does it work for you? I may work on a proper set of prompts if the mileage doesn’t vary too much.

Thanks for reading / experimenting / reporting on the results.

Regards,

Greg

By Greg Wyatt February 26, 2026
So here were are, the start of a new series. This series may be around 10 editions, looking at the things other industries do that we can implement into recruitment. These were written 3 years ago, right at the start of the AI zazzle, and in some ways have dated quite a bit. In others, the way in which they haven't dated at all, because the principles of how we live our business lives can be universal. So, I'm not sure yet, how much editing I'll do, whether there will be any inclusions, or whether I'll leave articles intact, as a moment in time. I've learnt all of these notions from candidates and clients, as I came to understand the function of their vacancies. Hearing about the daily practice from people doing jobs, I couldn't help but notice the same relevance in recruitment. So while these articles are hardly comprehensive, perhaps they'll make you look at your candidates differently, in what we can learn from them, and how that might improve our recruitment. Why five? December 2022 Ask anyone involved in active recruitment what their key problems are, and they’ll likely talk about skills shortages and candidate behaviour. On the face of it, problems which are out of our control, worthy of complaint with little opportunity to find improvement. But what if these were issues that weren’t entirely out of our control? What if we could apply a replicable process to understand what’s really going on, and how we can make a difference? Fortunately, we needn’t invent the wheel, as other industries have already done this for us. One such is 5Y, or Five Whys, a problem-solving technique that was developed by Toyota in the 1930s. It's part of the Toyota Management System that has inspired much of my work. Five is the general number of “Why?”s needed to get to the root of a problem. Often you can get to the heart of the issue sooner, sometimes later. Often there are multiple root causes. More than just solving problems, it’s about establishing practical countermeasures to prevent these problems from coming up in future. 5Y is an example of Toyota’s philosophy of “go and see”: working on the shop floor to find out how things work in practice to find ways for iterative improvement. This isn’t a theoretical idea to try out on a whim – it’s based on grounded reality and almost always works. There are two costs – time and accountability. Here’s a practical example, then a recruitment one. (Names have been removed to protect my identity) Problem 1 : The children were late for school. Why? Traffic held us up. Why? We left the house late. Why? The children weren’t ready on time. Why? Their school uniforms weren’t prepared. Why? We hadn’t set them out the night before. Here the countermeasure is to get everything ready the night before, rather than blame traffic for being late. Perhaps we might have gotten to school on time without heavy traffic, but that is an element out of our control. Of course, here there is another root cause – very naughty children – but better to focus on the simple changes. And sometimes traffic is the root cause after all, once you’ve ruled out other elements in your control. (2026 note: my eldest now often drives my youngest to school. A time laden solution I hadn't considered three years ago. Now I don't care if they're late 😆) Problem 2: Candidates keep ghosting us. Why? They weren’t committed to responding. Why? They didn’t accept my requirement for a response. Why? They saw no value in my requirement. Why? I didn’t create an environment where this requirement has value ( root cause 1 ). Or because they are very naughty candidates, with a bad attitude. Why have we allowed someone with a bad attitude in our recruitment process? Because we didn’t prequalify them well enough ( root cause 2 ) The first root cause is something we can work on by giving candidates what they need, building trust, and working to mutual obligations. There are many ways to do this – I’ve already talked about examples in previous newsletters. It comes down to good candidate experience and reciprocity. The second root cause requires us to work harder at understanding candidate needs, aspirations, behaviours and attitudes at the outset of a recruitment process. There’s a reason for their behaviour. We can be accountable for finding it. That’s no mean skill to develop, yet an essential one for anyone whose core responsibility is recruitment. And it’s hard to do in a transactional volume process, so the question then becomes, does your process help more than it hinders? You can apply 5Y to any issue you come across, as long as you are prepared to be accountable. At worst you may find that the things that were out of your control are at fault. In this case, you are at least armed with good information to report to your stakeholders, by ruling out other possibilities. What’s the point of doing all this? For me it’s continually improving how I recruit, with the consequence, in the example above, that I am rarely ghosted at all. And you can 5Y any issue you come across. Are poor agency CV submissions their fault, or in part down to your briefing and process? Are skills genuinely scarce, or is your requirement unrealistic? Is it true that your agency hasn’t listened to you, or do you engage the right partners in the right way? 5Y has the answers. Regards, Greg
By Greg Wyatt February 23, 2026
What follows is Chapter 21 in A Career Breakdown Kit (2026) . It's a good example of how a job search is an inverted recruitment exercise, but also how the same principles from recruitment can be applied in a job search. Market mapping is one of the first steps of a search process in what is often called headhunting. Here though, instead of an exercise that helps find a person for a job, you help find a job for you. This can be in one chunk, at the outset, and iteratively, as you learn more information. It's a great example of how LinkedIn can be used as a data repository, given the vast majority of professionals are present here. And if they are present here, the insight that is their careers is too, allowing you to identify potential viable employers, who works there, and therefore where else they may have worked, with further potential hiring managers. The snake that eats its own tail. Try doing the iterative work above, every time you come across someone new, whether in an application or in networking . You can use this to build out your network, identify companies to contact proactively. Simon Ward and I will talk more on this in our LinkedIn Live on Tuesday February 24th at 1pm GMT. You can join us, and view the full recording afterwards, here: Is The Nature Of Networking Changing for Job Hunters? If you happen to read this as a hiring authority, market mapping is one of the invisible processes in a structured search. It can often take me 80 to 100 hours to fully map a role for potential viable candidates, given I try to find non-traditional candidates as well as those that are easier to find through sourcing. 21 - Map the market Market mapping is a common activity in executive search. Why wouldn’t you adopt the same approach in your inverse of a recruitment exercise? The idea is to fully understand your market, so that you are better able to navigate it. This is a summary chapter because market mapping is both a strategic and a tactical exercise. I’ll cover some of the How of mapping in Part Three. There are three ways in which to map the market. The vacancies you are qualified for This is about determining which vacancies you should focus your attention on. In which domains does your capability directly apply? This could be context related, if your expertise is in start-ups, growth, downsizing or other contexts. It could be industry related - your process manufacturing expertise might directly apply in food, plastics or pharmaceuticals. It could be job related, with the right applicable skills. Establish where there is a market for you, and if what you offer is needed by that market. Advice on the transferable skills trap (p55) and whether you are qualified (p178) to apply will help. The geography of your job search Where are all the employers and vacancies that you can sustainably commute to? A geographical map can help you target opportunities by region. What resources are available to help you with this map? Searching online for local business parks, even driving around them, can give a list of viable companies to contact. Directories and membership hubs. Local newspapers, social media stories. If you see a company you like the look of, say from an advert, search on their local post code. Who else might be there? The chapter on doorknocking (p241) has more ideas. The people of your network Every time you come across someone you might build a relationship with, connect with them on LinkedIn. Then check out their career history. Who else have they worked with? Where else have they worked? This works for peers, hiring managers, and recruiters - a headhunter in one company may well have worked in a similar domain in a previous one. Is there anyone at these previous companies you should introduce yourself to? What about their listed vacancies? Building out a map of relevant recruiters to develop relationships with (if they answer the phone) can lead to vacancies. Treat it as an iterative exercise. Check out the chapter on networking (p236). This map isn’t just about potential opportunity. It’s also about information that might be helpful now and in future. This might be for job leads. It might be industry insight you can share through content. It may even be topics for conversation in interviews or with peers. Make sure you track it in the right way, whether through Notion, Excel or other resources you have available. With any information, check it is accurate, then prune appropriately. Prioritise on degrees of separation (closest first) and context fit (where what you need is most closely aligned with what you offer).