Published on 12/12/2025 Staff Pick

Solved: Best Audience for CV E-book Conversions?

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Hey, so I'm doing a campaign thing for a CV e-book, but like, what audience shoudl I aim for so I get more buys? You guys help would be great, thanks.

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Hi there,

Thanks for reaching out!

Happy to give you some initial thoughts on this. Running a campaign for an e-book, especially something like a CV guide, is a common challenge. The temptation is to go broad, but that's almost always a surefire way to burn through your budget with very little to show for it. The real trick is to get incredibly specific, almost uncomfortably so, about who you're talking to and what problem you're *really* solving for them.

Below are my detailed thoughts on how I'd approach this, moving away from generic tactics towards a much sharper, more effective strategy.

TLDR;

  • Stop targeting "job seekers." It's a demographic, not a customer. You're paying to reach millions of people who don't need your specific help right now.
  • Define your Ideal Customer Profile (ICP) by their specific, urgent career nightmare (e.g., the graduate terrified of their first job hunt, the mid-career professional made redundant). This is the foundation of all good targeting.
  • Your offer needs to match the nightmare. A generic "CV e-book" is weak. A "CV Guide for Career Changers in Tech" is powerful. Your message must be hyper-relevant.
  • Forget "Brand Awareness" campaigns on Meta. They are designed to find you the cheapest, least-likely-to-buy audience. You must use conversion-optimised campaigns (e.g., Purchases) from day one.
  • This letter includes a visual flowchart for identifying your ICP, an interactive ROAS calculator to project your potential returns, and a detailed audience prioritisation diagram to structure your campaigns properly.

We'll need to look at your ICP... because "Job Seeker" is a Nightmare, Not a Demographic

Right, let's get the biggest and most common mistake out of the way first. When you say you want to target "job seekers," you're falling into the same trap as 90% of advertisers. You're thinking about a demographic, a broad category of people. The ad platforms love this, because they can charge you to show your ad to millions of people who vaguely fit that description. The problem is, it tells you absolutely nothing of value and leads to generic ads that get ignored.

Your ideal customer isn't just "looking for a job." They're in a specific state of pain. A state of professional nightmare. Your job isn't to sell them an e-book; it's to sell them the cure for that nightmare. You need to become an obsessive expert in their specific, urgent, and often expensive problem.

Think about it. A 21-year-old graduate staring at a blank Word document, terrified they have no experience to show, is in a completely different world to a 45-year-old sales director who's just been made redundant and hasn't written a CV in 20 years. Or a 35-year-old project manager trying to switch careers from construction to tech. They all need a CV, sure, but their fears, their language, and their needs are worlds apart. Lumping them together as "job seekers" means you speak to none of them effectively.

Your first job, before you spend a single penny on ads, is to define these nightmare scenarios. Forget demographics for a moment and focus on the problem state. Who are they?

  • The Terrified Graduate: They feel like an imposter. They're worried about their lack of "real" experience. They don't know how to translate their degree and part-time café job into a compelling story for a corporate role. Their nightmare is being ignored, sending out 100 applications and hearing nothing back.
  • The Stuck Professional: They've been in the same role for 5-10 years. They feel undervalued and underpaid, but they're scared to leave. Their CV is a dusty list of responsibilities, not achievements. Their nightmare is applying for a better job and being told they're not senior enough, or getting rejected for roles they know they can do.
  • The Career Changer: They're making a huge leap. Maybe from retail to software development. Their current CV is completely irrelevant to their new goals. Their nightmare is that no one will take them seriously and they've wasted time and money retraining for nothing.
  • The Redundant Executive: They have immense experience, but they're suddenly on the back foot. They might feel a bit of shame or panic. Their CV might be too long, too dated, and they don't know how to position themselves for a modern job market. Their nightmare is appearing irrelevant and being unable to secure a role at a similar level of seniority.

You must pick one or two of these to start. You cannot be all things to all people. Once you've isolated that specific nightmare, every single thing you do—from your ad copy to your landing page to the e-book's content itself—becomes laser-focused on solving *that* pain. Doing this work first is the difference between a campaign that flops and one that actually delivers conversions.

The Ineffective "Broad" Approach
Target: "Job Seekers"
Ad Message: "Get Our CV E-book!"
Result: High Cost, Low Relevance, No Sales
The Expert "Nightmare" Approach
Target: The Terrified Graduate
Ad Message: "No Experience? No Problem. Turn Your Degree Into a Job Offer."
Result: Lower Cost, High Relevance, Actual Sales

This flowchart illustrates the critical shift from vague demographic targeting to a precise, pain-point-driven strategy. The "Nightmare" approach ensures your message resonates deeply, leading to better campaign performance.

I'd say you need to find their digital watering holes...

Once you know whose nightmare you're solving, the next question is: where do these people spend their time online when they're procrastinating? Where do they go for advice or to vent their frustrations? This intelligence is the blueprint for your ad platform choice and your detailed targeting within it.

This isn't about guesswork. It's about building a map of their digital lives. Again, let's break it down by persona:

For 'The Terrified Graduate':

  • Platforms: Meta (Facebook/Instagram) and TikTok are their native environments. They're probably not spending much time on LinkedIn yet.
  • Meta Targeting: -> Demographics: Age 20-23, Recently graduated ('Education Level'). -> Interests: Target university names, 'Graduate recruitment', 'Entry-level jobs', student-focused influencers like 'The Student Room', career advice pages they might follow. Think about software they might use like 'Canva' for making a basic CV.
  • TikTok Targeting: Use hashtags like #graduatejobs, #firstjob, #cvtips, #careeradvice. Look for creators in that space and see if you can target their followers.

For 'The Stuck Professional' / 'The Career Changer':

  • Platforms: LinkedIn is the obvious choice, but Meta can also be very effective and often cheaper.
  • LinkedIn Targeting: -> Job Titles: Target specific, common job titles of people who get stuck (e.g., 'Marketing Manager', 'Account Manager', 'Project Coordinator'). -> Years of Experience: Target people with 5-10 years of experience. -> Skills & Interests: Look for skills related to their current field. -> Groups: Target members of industry-specific professional groups.
  • Meta Targeting: -> Interests: People who follow industry publications (e.g., 'Marketing Week'), influencers in their field (e.g., Seth Godin for marketers), or competitors (e.g., people who like pages for other professional development courses). You can also target by 'Job Title' on Facebook, though it's less reliable than LinkedIn.

For 'The Redundant Executive':

  • Platforms: Almost exclusively LinkedIn. Google Search is also very powerful here.
  • LinkedIn Targeting: -> Seniority: Director, VP, C-Level. -> Company Size: You could target people who recently worked at large companies known for recent layoffs. -> Interests: High-end business publications like 'The Economist', 'Financial Times', or leadership-focused groups.
  • Google Search Ads: This is where you catch active intent. People in this group are likely to search for very specific, high-value terms. You'd want to bid on keywords like "executive CV writing service", "c-level resume help", "board position CV template". This is more expensive per click, but the intent is much higher. You are catching them at the exact moment they are looking for a solution.

This process of mapping their digital world prevents you from just throwing money at a platform and hoping for the best. You're making an educated bet on where your specific customer is most likely to be receptive to your message. It's about precision, not scale, especially at the beginning.

You probably should make them a message they can't ignore...

Now that you know *who* you're talking to and *where* to find them, you need to craft a message that stops them scrolling and makes them feel understood. A generic "CV Making E-book" ad is invisible. It's wallpaper. It will fail. Your ad needs to speak directly to the nightmare you identified in step one.

The best framework for this is Problem-Agitate-Solve (PAS). It’s brutally effective.

  1. Problem: State their specific pain point in a way that makes them nod their head.
  2. Agitate: Poke the bruise. Remind them of the consequences of not solving the problem.
  3. Solve: Introduce your e-book as the specific, simple solution.

Let's write some ads for our personas:

Ad Copy Example: The Terrified Graduate (for Meta/TikTok)

Headline: That Blank Page is Staring Back, Isn't It?

Body: Feeling like your degree and part-time job don't count as 'real' experience? You're not alone. But sending out the same generic CV as everyone else is a ticket to the rejection pile, while your mates are getting interviews.

CTA: Our 'Graduate CV Toolkit' e-book shows you exactly how to turn your university projects and weekend job into the powerful achievements recruiters are looking for. Stop guessing, start getting interviews. Download now.

Ad Copy Example: The Career Changer (for LinkedIn)

Headline: Your Old CV is Holding Your New Career Hostage.

Body: You've done the hard work of retraining for a new industry. But recruiters are still seeing you as a [Old Profession], not the [New Profession] you're ready to be. Every rejection feels like a sign you've made a huge mistake.

CTA: This has to stop. Our 'Career Changer's CV Guide' is designed to bridge that gap. We show you how to build a skills-first CV that makes your past experience a strength, not a weakness. Get the guide and start landing interviews for the job you actually want.

See the difference? We're not selling features. We're not talking about "professionally designed templates." We're selling a solution to a deep, emotional frustration. This is what gets clicks from the right people. Your landing page must then continue this exact conversation, using the same language and reinforcing that you understand their specific problem. A generic landing page will break this chain of relevance and kill your conversion rate.

You'll need a proper campaign structure, not just a 'boosted post'...

Okay, let's get into the mechanics of setting this up. There is an uncomfortable truth about platforms like Meta. When you set your campaign objective to "Reach" or "Brand Awareness," you are giving the algorithm a very specific, and very unhelpful, command: "Find me the largest number of people for the lowest possible price."

The algorithm, being a ruthlessly efficient machine, does exactly what you asked. It seeks out the users inside your targeting who are least likely to click, least likely to engage, and absolutely, positively least likely to ever buy anything. Why? Because those users are not in demand. Their attention is cheap. By choosing 'Awareness,' you are actively paying to find the worst possible audience for your e-book.

From day one, every single campaign you run should be a Conversion campaign, with the objective set to Purchases. Yes, even if you have no data yet. This tells the algorithm, "I don't care about clicks or views. I only care about finding people within my target audience who have a history of buying things online." It will be more expensive per impression, but the quality of person seeing your ad will be exponentially higher. You are fishing in a pond stocked with buyers, not just viewers.

Now, how do you structure this? I always recommend a simple funnel-based approach, even for a simple e-book sale.

ToFu: Top of Funnel (Prospecting)

Campaign Objective: Conversions (Purchases)
Audiences: Your ICP-based Detailed Targeting (Interests, Job Titles, etc.). Test 3-5 seperate ad sets for each persona (e.g., Graduates vs. Career Changers).

MoFu: Middle of Funnel (Consideration)

Campaign Objective: Conversions (Purchases)
Audiences: Retargeting - Website Visitors, Video Viewers (e.g., people who watched 50% of your ad video).

BoFu: Bottom of Funnel (Decision)

Campaign Objective: Conversions (Purchases)
Audiences: High-Intent Retargeting - People who Added to Cart but didn't buy, or visited the checkout page.


A simple, effective campaign structure. 'ToFu' finds new potential customers. 'MoFu' and 'BoFu' bring back people who've already shown interest, significantly increasing your chances of a sale. All campaigns must be optimised for Purchases.

You'll put most of your budget (around 80%) into the ToFu prospecting campaign. This is your engine for finding new customers. The MoFu/BoFu campaigns are your safety net, catching people who were interested but got distracted. An ad for the BoFu audience could be a simple reminder or even offer a small discount ("Forgot something? Get 10% off your CV guide today") to get them over the line. Tbh, for an e-book, a lot of sales happen on the first visit, but retargeting is still definitely worth doing and often delivers your highest return on ad spend.

We'll need to look at the numbers and manage expectations...

So, what should you expect to pay for a sale? This is the million-dollar question, and the honest answer is: it depends. A lot. It depends on your audience, your ad creative, your landing page conversion rate, and the price of your e-book. However, we can make some educated estimates based on experience with similar campaigns, like course sales and other digital products.

For an e-commerce style product sold in developed countries (UK, US, Canada, Australia, etc.), you're typically looking at a Cost Per Click (CPC) between £0.50 and £1.50 on Meta. A decent landing page for a digital product might convert at 2-5%. Let's do the maths:

  • Best Case Scenario: £0.50 CPC / 5% Conversion Rate = £10 Cost Per Purchase (CPA)
  • Worst Case Scenario: £1.50 CPC / 2% Conversion Rate = £75 Cost Per Purchase (CPA)

Your actual CPA will likely fall somewhere in between. If your e-book is priced at £25, a £10 CPA is fantastic (2.5x Return on Ad Spend - ROAS). A £75 CPA would be a disaster. This is why optimising your ads and landing page is so vital. Getting your conversion rate from 2% to 4% literally halves your cost per sale.

I remember one client of ours selling online courses saw huge success, generating $115k in revenue in just 1.5 months on Meta Ads. Another, an app with an e-learning component, got over 45k signups at under £2 per signup. These results are possible, but they come from rigorous testing of audiences and creative, not from a single 'set and forget' campaign.

To help you understand the relationship between your spend, revenue, and return, I've built a simple interactive calculator below. Play around with the numbers to see how small changes can have a big impact on your profitability.

Total Revenue
£1,250
Return on Ad Spend (ROAS)
1.25x

Use this interactive calculator to model your potential campaign performance. Adjust the sliders for ad spend, e-book price, and your target Cost Per Purchase (CPA) to see the impact on your revenue and Return on Ad Spend (ROAS). Results are for illustrative purposes only. For a tailored analysis, please consider scheduling a free consultation.

I've detailed my main recommendations for you below:

To pull all this together, here is a summary of the strategic shifts and actionable steps I'd recommend you take. This is the blueprint for moving from a speculative campaign to a predictable, scalable sales system for your e-book.

Area of Focus My Recommendation Why This Is Important
Audience Targeting Stop targeting "job seekers." Define 1-2 specific Ideal Customer Profiles (ICPs) based on their career "nightmare" (e.g., Graduate, Career Changer). This ensures your ad message is hyper-relevant, dramatically increasing click-through rates and lowering costs. You're talking to someone's real problem.
Offer & Messaging Tailor your ad copy, landing page, and potentially the e-book's title/angle to a specific ICP. Use the Problem-Agitate-Solve framework. A generic offer gets generic results. A specific solution to a specific problem creates a powerful emotional connection that drives action and sales.
Platform & Objective Choose platforms based on your ICP (Meta for grads, LinkedIn/Google for execs). ALWAYS use a 'Conversion' campaign objective, optimised for 'Purchases'. This avoids wasting money on "awareness" campaigns that target non-buyers and tells the algorithm to actively find people who are likely to purchase.
Campaign Structure Set up separate campaigns for Prospecting (ToFu) and Retargeting (MoFu/BoFu). Allocate ~80% of your budget to finding new customers. This systematic approach allows you to efficiently find new customers while also capturing sales from people who have already shown interest but didn't buy immediately.
Measurement Focus obsessively on two metrics: Cost Per Purchase (CPA) and Return on Ad Spend (ROAS). Test new audiences and ads continuously to improve these numbers. These are the only two metrics that tell you if your campaign is profitable. Clicks, impressions, and CTR are just vanity metrics if they don't lead to sales.

As you can probably tell, there's a fair bit to getting this right. It's not just about setting up an ad and hoping for the best; it's a process of deep customer understanding, strategic testing, and ruthless optimisation. Many people spend months and thousands of pounds learning these lessons the hard way.

Working with an expert can shortcut that entire learning curve. We can help you correctly identify your most profitable audiences, craft messaging that resonates, structure your campaigns for success from day one, and avoid all the common, costly mistakes.

If you'd like to chat through your specific plans in more detail, we offer a completely free, no-obligation initial consultation. We can take a look at your e-book, your landing page, and build a tailored launch strategy for you. It's a great way to get a second pair of expert eyes on your project.

Hope this helps!

Regards,

Team @ Lukas Holschuh

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