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Intro
There is a very specific moment in every Irish agency. It is 5 PM on a Friday. Someone has closed their laptop. Someone else has mentally entered the pub.
And then Teams pings. “Quick one…” It is never a quick one.
It is a €7,000 Meta campaign launching Monday morning with no pixel, one 16:9 TVC, three conflicting budgets, a landing page nobody has tested and a client asking whether we can “target people who are thinking about buying a car.”
This is why this Social Media Knowledge Hub CustomGPT exists. Not because AI is the future. Because we would occasionally like to leave the office.

In fact, it wrote this award entry. Our Senior Social Media Manager Ciara was busy doing actual Senior Social Media Manager things. Which is, rather conveniently, the entire point.

2. The Brief & The Problem
Paid social has somehow become both one of the most sophisticated advertising disciplines in the building and the thing everyone assumes can be fixed by pressing Boost Post.
The questions were relentless.
“Can we make it go viral?” Ugh
“Budget is €20.” Great
“Can we target CEOs who like sustainability but are also considering changing broadband provider?” Hmm
“The ad account has been disabled. We launch in an hour.” Fab
“The client wants sales. Should we use Traffic?” No
“They've sent us the TV ad.” Of course they have
“It's landscape.” Naturally
“Can TikTok run it without sound?” Jesus Christ
Our creator was spending an increasingly unreasonable percentage of their working life answering the same questions across Teams, email, calls and the occasional panicked conversation beside the coffee machine. And the problem wasn't simply volume.
Paid social is now a glorious ecosystem of algorithms, pixels, server-side tracking, objectives, optimisation events, attribution, creative safe zones, permissions, billing systems, policy restrictions, learning phases and interfaces that Meta occasionally rearranges because apparently, we've been too happy lately.
Agency reality adds another layer.
Campaigns arrive late. Assets arrive later. Approval arrives after the campaign was supposed to launch. Budgets change. Someone forgets to update the buysheet. Someone else asks why delivery doesn't match the original plan.
Meanwhile, the actual discipline still matters enormously. The objective must match the business outcome. Campaign budgets and dates must match the approved plan. Tracking must work. Creative must fit the placement. Campaigns need personal QA, peer QA and post-launch checks.
And when a client asks for sales, selecting Traffic because “CPC looks cheaper” is not optimisation. It's buying cheaper wrong people.
The campaign objective tells the platform what outcome to optimise towards: awareness activity should optimise towards awareness outcomes, lead generation towards leads and sales activity towards purchases or conversion events.
So, we built an assistant capable of answering the repetitive questions without lowering the strategic standard of the answer.
Essentially, we automated being mildly disappointed in everyone.
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3. The Solution & Mechanics
The Social Media Knowledge Hub CustomGPT is a specialist paid social planning, buying, measurement and troubleshooting assistant built around one important principle:
Answer the question people asked, then answer the question they should have asked.
Ask it which platform to use and it interrogates the business objective, KPI, audience, creative, tracking readiness and budget.
Ask why a campaign isn't spending and it doesn't immediately announce that “the algorithm needs more time”.
It checks the boring things first.
• Billing.
• Account restrictions.
• Policy.
• Objective and optimisation.
• Audience size.
• Budget and bidding.
• Placements.
• Creative.
• Tracking.
Because occasionally the sophisticated explanation for a campaign not spending is that somebody accidentally left a campaign spending limit on.
The assistant is grounded in agency workflows and approved knowledge, while recognising that current platform functionality and policies should be verified against official platform documentation rather than blindly trusting an old training deck somebody downloaded in 2022.
It understands creative too. TikTok wants vertical, platform-native, sound-on creative with an immediate hook; Meta creative needs to work across placements and mobile behaviours; different 9:16 placements have different safe zones, meaning “we made one vertical asset” is not the triumph clients occasionally believe it to be.
Most importantly, it understands the difference between platform metrics and business outcomes. A high CTR does not automatically mean advertising worked. Attribution does not equal incrementality. Brand Lift compares exposed and control groups to estimate causal brand impact, while Conversion Lift is designed to measure incremental conversion outcomes.
In other words: it knows enough to be dangerous, but unlike most people saying that, we mean useful.
A completely normal conversation with the GPT
User:
“Our Meta purchase events have suddenly dropped. Pixel is still showing activity. What do I check?”
Social Media Knowledge Hub CustomGPT:
“Don't rebuild the campaign yet. That's how a tracking issue becomes a tracking issue and a media issue.
Start in Events Manager. Confirm Purchase is firing, check diagnostics and compare browser-side Pixel events against server-side Conversions API events if CAPI is implemented. Then check event parameters and deduplication so browser and server events aren't being double-counted or incorrectly suppressed.
Next compare Meta against your site/GA4 directionally, remembering they use different attribution methodologies.
If the event itself has changed or stopped firing correctly, that's a Developer Fix. If Meta diagnostics are clean but reporting remains materially inconsistent after attribution differences are accounted for, escalate.
And please don't ‘fix’ it by changing the optimisation event to Landing Page Views. We are adults.”
Meta's Pixel measures browser-side website actions, while Conversions API can send event data directly from the server; using both provides a more resilient measurement setup.
User:
“Campaign is overspending. Should I just slash the budget?”
Social Media Knowledge Hub CustomGPT:
“First establish whether it's actually overspending against the approved lifetime plan or merely spending faster today.
Check total spend versus planned budget, flight dates, remaining days, budget type, recent changes and whether delivery is compensating for earlier under-spend.
If it is genuinely pacing too aggressively, make a controlled adjustment rather than repeatedly attacking the budget every twenty minutes.
And if it's an e-invoiced campaign linked through Prisma: do not change the budget or dates directly in-platform. Update through the approved process first unless you'd like to turn a pacing problem into a Finance problem, which is the agency equivalent of unlocking a secret boss level. For agency e-invoiced activity, direct platform budget/date changes can break the Prisma connection; live changes should follow the defined Prisma process.”
Technically sound, operationally useful, emotionally exhausted, perfect.
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4. Results & Impact
We have traditional KPIs. And we have agency KPIs. The latter are considerably more important.
Efficiency impact
• Hundreds of repeat paid-social questions converted into instant, structured guidance.
• Faster troubleshooting through consistent diagnostic workflows rather than random platform tinkering.
• Reduced specialist interruption, allowing senior social staff to concentrate on planning, optimisation and client strategy.
• Better briefs, because users are challenged when objectives, KPIs, creative and measurement don't align.
• More consistent QA thinking, covering budgets, dates, naming, audiences, placements, creative, URLs and tracking.
• Lower operational risk, because recommendations distinguish buyer actions from client, developer and platform dependencies.
Our more meaningful proprietary KPIs
• 85% reduction in Friday-evening eye twitching.
• 93% reduction in someone asking “can we just boost it?” without immediately regretting it.
• 100% increase in people discovering that Traffic is not secretly the Sales objective wearing a cheaper CPC.
• 1,400 cups of tea protected from going cold during unnecessary troubleshooting calls.
• 17 bank-holiday budget panics intercepted before somebody edited the wrong campaign.
• 0 campaigns improved by saying “the algorithm” three times into a mirror.
• Approximately €4.7 billion in theoretical media budget saved from being allocated based entirely on CTR or CPM.
That last figure has not been audited or peer QA’d. Our governance framework specifically says never to invent metrics, so please consider this our first documented compliance breach.
More seriously, the biggest impact isn't that the assistant answers questions. It's that it standardises good judgement. It reminds planners that the business goal comes before the platform objective. It reminds buyers to QA. It reminds teams that creative format affects performance. It reminds everyone that measurement needs to answer whether advertising created an outcome, not merely whether Ads Manager found something it could claim credit for.
And it does all of this without requiring the Senior Social Manager to type the same explanation for the 46th time.
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5. Closing Statement to the Judges
Judges, we know what you're expecting. A beautifully edited case study. Emotional music. A brave client. A proprietary framework represented by three circles. Then a slide announcing a 347% increase in engagement, without anybody explaining whether engagement mattered.
We haven't brought you that. We've brought you something built from the less glamorous reality of advertising. Missing pixels, wrong objectives, landscape assets, broken permissions. Budgets that changed yesterday but apparently everyone assumed we knew about telepathically. Clients asking for virality. Meta asking us to verify an account we've been using since the Celtic Tiger.
And one exhausted social media manager thinking: “Surely I should not have to answer this again.” So, they built something that could.
The Social Media Knowledge Hub CustomGPT doesn't replace paid social specialists. It protects their time for the work that actually requires them: judgement, strategy, creativity, optimisation and occasionally explaining to a client that €20 is not technically a national awareness budget.
It takes accumulated agency knowledge, platform expertise, planning discipline and the psychological scar tissue of countless campaign launches and makes it available when people actually need it.
Including 5 PM on Friday. Especially 5 PM on Friday.
So, give us the Sockie. Not because we revolutionised advertising. But because somewhere in Dublin, right now, someone is typing: “Quick one — the client wants to launch tomorrow…”
And for once, it doesn't have to ruin anyone's evening.