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CAPI Signal Stack — Online Andromeda Creative Scoring — Active Advantage+ AI — Running Broad Audience Engine — Optimising Event Deduplication — Monitoring CBO Intelligence — Live Server-Side Signals — Verified Creative Signal Engine — Processing Lookalike Seed Quality — High Frequency Control — Managed CAPI Signal Stack — Online Andromeda Creative Scoring — Active Advantage+ AI — Running Broad Audience Engine — Optimising Event Deduplication — Monitoring CBO Intelligence — Live Server-Side Signals — Verified Creative Signal Engine — Processing Lookalike Seed Quality — High Frequency Control — Managed

Global Performance Marketing Agency

The Engine
Behind Brand
Growth

Precision-engineered Meta advertising campaigns powered by AI-first campaign architecture. We turn ad spend into predictable, compounding revenue — wherever your market is.

AI-Optimised · Meta Andromeda · CAPI Signal Stack
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Ad Spend Managed
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Average ROAS
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Brands Scaled
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Client Retention
Clients across
🇺🇸 United States · 🇬🇧 United Kingdom · 🇦🇪 UAE · 🇦🇺 Australia · 🇸🇬 Singapore · 🇨🇦 Canada · 🇮🇳 India · 🇪🇺 Europe
Platforms & Tools We Work With
Meta
LinkedIn Ads
Shopify
WooCommerce
Google Ads
Microsoft Advertising

Real Dashboards.
Real Results.

Every number below is from a live client account. Click any card for the full story.

01Health & Supplements
02Beauty & Skincare
03Gadgets & Electronics
04Petcare & Accessories
05Automotive & Parts
06Home & Furniture
07Fitness & Gym Wear
08Sports & Outdoor
09Jewellery & Accessories

Meta Ads That
Actually Convert

Every campaign is engineered from first principles — audience architecture, creative strategy, and relentless optimisation in perfect synchrony.

01 / Meta Ads
Facebook & Instagram Performance Campaigns

Full-funnel campaigns built on deep audience research. From cold prospecting to high-converting retargeting — engineered for scale, not just clicks.

Lead Gen · eCommerce · D2C
02 / Creative
Creative Strategy & Ad Production

Data-backed creative frameworks. We identify winning angles, build scroll-stopping ads, and iterate fast to keep ROAS compounding month over month.

UGC · Motion · Static
03 / Funnel
Conversion Funnel Architecture

Landing pages and post-click experiences optimised in tandem with your ads. Because traffic without conversion is just burning money.

CRO · LPs · A/B Testing
04 / Analytics
Attribution & Revenue Analytics

Crystal-clear reporting on what's working. Custom dashboards, pixel mastery, and first-party data strategies that cut through Meta's attribution noise.

GA4 · Pixel · CAPI
05 / Scale
Budget Scaling & Bid Strategy

Scaling ad spend without killing efficiency is an art. We've perfected the playbook across $500 to $50K+ monthly budgets across US, UK, UAE, AU and beyond.

CBO · ABO · ASC+
06 / Retention
Retargeting & Customer LTV

Your pixel is a goldmine. We deploy sophisticated retargeting sequences that bring prospects back and maximise lifetime value at scale.

Dynamic · Sequential · LTV
Why VelmontX

Not Just Another
Ads Agency

01 · AI-FIRST
Engineered for Meta's AI, Not Against It

Most agencies fight the algorithm with over-targeting. We engineer for it — CAPI signal stacks, broad audience inputs, and creative built as algorithmic distribution signals. Meta's AI finds your buyers. We make sure it has everything it needs to do it at scale.

02 · CREATIVE ENGINE
Creative Is Treated as a Performance Asset

We don't outsource creative strategy. Every ad angle is built from conversion data, tested systematically, and iterated weekly. Your creative pipeline never goes stale.

03 · FULL FUNNEL
We Optimise the Entire Revenue Journey

Clicks mean nothing without conversions. We work on the full funnel — from cold audience to retargeting to post-click landing page — so every dollar of ad spend has the best shot at returning revenue.

04 · TRANSPARENT
No Vanity Metrics. Only Revenue Numbers

We report on ROAS, CPL, revenue, and cost per acquisition. Not impressions. Not reach. You always know exactly what your ad spend is returning and why.

05 · DEDICATED
A Dedicated Strategist, Not a Ticket System

You get a dedicated Meta Ads strategist who knows your account inside out. No rotating account managers, no generic playbooks — just someone who treats your budget like their own.

06 · SPEED
We Move Fast. Markets Don't Wait

Campaign changes, creative swaps, bid adjustments — we operate with startup speed. When your data signals a shift, we act within hours, not the next billing cycle.

Our Method

The VelmontX
Scaling System

01
Deep Audit & Opportunity Mapping

We dissect your existing Meta account, competitors, and market — identifying the exact levers that will move the needle for your brand.

02
Audience Architecture & Creative Brief

Layered audience strategy built on first-party data, interest stacks, and lookalikes — paired with a creative brief that converts at every funnel stage.

03
Launch & Rapid Iteration

We launch lean, test systematically, and double down on winners — killing losers fast so your budget always flows to what works.

04
Scale & Revenue Compounding

Profitable scaling through budget management, campaign structure evolution, and continuous creative refresh to beat ad fatigue at every level.

ROAS 11.2×
ads.meta.com › manager
Brand Creative
SPONSORED · VELMONTX CLIENT
Transform Your Brand With Meta Ads

Scale with data-driven advertising that delivers real results.

Shop Now
$340K
Revenue
2.1%
CTR

Built for the Era of
Meta's AI

Every campaign we run is architected around Meta's machine learning stack — not working around it, but engineering with it. Here's what that looks like in practice.

Processing
Andromeda Architecture

Meta's Andromeda retrieval system ranks creative for relevance before auction. We engineer every asset to score high on Andromeda's signal model — visual diversity, relevance depth, and audience match.

43%CTR Lift
2.8×Relevance Score
Active
CAPI Signal Stack

Conversions API layered with pixel data, event deduplication, and server-side purchase signals. Clean, high-fidelity data in = lower CPMs, better optimisation, campaigns that exit learning phase fast.

38%CPM Reduction
99.4%Signal Accuracy
Optimising
Advantage+ Intelligence

Advantage+ placements, audiences, and CBO structures designed to give Meta's bidding AI maximum room to find efficiency — with cost controls that protect your CPL and ROAS floors at all times.

6.8×Avg. ROAS
51%CPA Reduction
Deploying
Creative as AI Signal

Your creative isn't just advertising — it's the primary signal Meta's AI uses to find lookalike buyers. We engineer each asset with distinct audience signals so the algorithm distributes across buyer segments simultaneously.

Audience Reach
67%Lower Frequency
Meta Andromeda· Conversions API· Advantage+ AI· CBO Intelligence· Broad Audience Inputs· Event Deduplication· Server-Side Signals· Creative Signal Engineering

Meta Ads
Insights

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Algorithm Update 7 min read
Meta Andromeda: What the Algorithm Rewrite Means for Your Ads
Meta quietly rebuilt its entire ad delivery system. Here's what changed, what broke, and exactly how to adapt your campaigns before your competitors do.

What Is Andromeda?

In early 2024, Meta began rolling out Andromeda — a complete overhaul of its ad retrieval and ranking infrastructure. Unlike incremental algorithm updates, Andromeda replaced the core system that decides which ads get shown to which users. Meta's own engineering blog described it as a move from a two-stage retrieval model to a deep learning system capable of evaluating vastly more ad candidates per auction in real time.

The practical result: Meta can now consider a far larger pool of ads for each impression slot, and rank them with significantly more contextual nuance. More signals. Faster decisions. Higher bar for relevance.

Why Your Old Playbook Is Breaking

If your campaigns were structured around the pre-2024 playbook — tight interest stacks, heavy audience exclusions, manual bidding everywhere — you're fighting the new system rather than working with it. Andromeda is optimised to reward signal density, not audience precision.

  • Hyper-narrow audiences starve the algorithm of the volume it needs to learn
  • Manual bidding overrides that worked pre-Andromeda now interfere with real-time auction dynamics
  • Fragmented campaign structures split conversion data across too many ad sets, slowing learning phase exit
  • Frequency-based creative refresh cycles no longer apply — Andromeda serves creative more dynamically based on predicted engagement

The Three Structural Shifts That Matter

1. Consolidate. Hard. Andromeda learns faster with fewer, larger ad sets. Merge your audiences into 2–3 consolidated ad sets and let Meta's system find the buyers within them. Campaign Budget Optimisation (CBO) becomes non-optional at scale — it gives the algorithm maximum flexibility to allocate where signals are strongest.

2. Feed it conversion events, not just clicks. Andromeda is a conversion signal machine. The more purchase (or lead) events flowing through your pixel and CAPI setup, the more precisely it learns who to serve. If you're optimising for traffic or reach because your conversion volume is low, you're training the wrong model. Even at low budgets, optimise for the deepest event you can get 20+ of per week.

3. Creative is now the primary targeting signal. With Andromeda's expanded candidate pool, the creative itself tells Meta who to find. A strong hook targeting a specific pain point trains the algorithm far more effectively than a demographic filter. This is why broad targeting — combined with precise creative — now outperforms interest stacking consistently.

What to Do This Week

  • Audit your campaign structure — if you have more than 5 ad sets per campaign, consolidate
  • Verify CAPI is installed and passing match quality score of 7.0+ in Events Manager
  • Switch to Advantage+ audience on at least one campaign and compare ROAS over 14 days
  • Test 3–4 creative angles simultaneously — Andromeda distributes spend based on real-time engagement signals, so more variety means faster learning

The accounts scaling fastest right now are those that have embraced what Andromeda is designed to do: find buyers at scale from broad inputs, using conversion data and creative quality as the signal. Stop constraining it. Start feeding it.

Andromeda Effect
More ad candidates evaluated per auction vs. the pre-2024 system. More competition — but also far better signal matching for well-structured accounts.
Key Action
Go Broad. Go Deep.
Consolidate ad sets. Max out conversion signal quality through CAPI. Let Andromeda find your buyers — don't try to manually define them.
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Creative Strategy 5 min read
Creative Fatigue Is Silently Killing Your ROAS — And You're Not Seeing It
Your best-performing ad is probably bleeding you right now. Here's how to diagnose creative fatigue before it wipes out a winning campaign, and the refresh system we use across every account.

The Invisible Drain

Creative fatigue is the most common silent killer in Meta ad accounts. Your campaign looks healthy — it's still spending, still getting impressions — but ROAS has quietly declined 20%, 30%, 40% from its peak. Most business owners blame targeting, seasonality, or "the algorithm changing." The real culprit is almost always the same creative running too long against the same audience.

Meta's frequency mechanic is straightforward: the more times someone sees the same ad, the less likely they are to engage — and the more Meta has to pay to serve it to them. Your CPM creeps up. Your CTR drops. Your CPC balloons. ROAS collapses. The ad didn't stop working because of the platform. It stopped working because it became wallpaper.

The Diagnostic: Three Signals to Watch

  • Frequency above 2.5 in a 7-day window — your audience has seen this ad multiple times. Engagement decay is imminent or already happening
  • CTR declining week-over-week while impressions hold — the audience is tuning out. The algorithm is working harder to serve the same creative
  • CPM rising without a corresponding increase in competition — Meta is charging you more because your relevance score is declining. Fresh creative resets this

Check these three metrics weekly per ad creative. If two of three are trending the wrong direction for 7+ days, that creative is in active fatigue.

The Refresh System We Use

The solution isn't to kill performing ads prematurely — it's to have a creative pipeline ready to deploy the moment fatigue signals appear. We structure every account with what we call a creative bench: always 2–3 tested variants in active rotation, with 2–3 new variants in the testing phase below threshold spend.

When a hero creative shows fatigue, we don't pause it cold. We introduce the best-performing bench variant at 30% of the budget, watch 72 hours of data, and scale up the new creative while reducing the fatigued one over 5–7 days. This prevents the CPM spike that comes from an abrupt creative swap and gives the algorithm time to recalibrate.

What to Refresh (Not Just Redesign)

  • Change the hook — first 3 seconds is the highest-leverage refresh point. Same body copy, new opening
  • Swap the visual format — static to video, UGC to graphic, lifestyle to product
  • Reframe the angle — shift from problem-led to outcome-led, or social proof to authority
  • Update the offer framing — same offer, different urgency mechanism or CTA phrasing

In most cases a hook and visual swap with the same underlying message outperforms a completely new concept — because the core message was working. Only the delivery fatigued.

The Uncomfortable Truth

Most businesses don't have a targeting problem, a bidding problem, or an algorithm problem. They have a creative refresh cadence problem. Build the pipeline, watch the signals, refresh proactively — and your campaigns will compound instead of decay.

Fatigue Threshold
2.5×
Frequency in a 7-day window. Above this, expect CTR decay and CPM inflation within days. Refresh before you hit it, not after.
Refresh Signal
3 Weeks Max
The average lifespan of a winning creative at moderate spend. High-spend accounts fatigue faster. Build your bench accordingly.
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Tracking & Data 6 min read
Your Meta Pixel Is Lying to You — Here's How to Fix It with CAPI
iOS 14 broke browser-based tracking. Most businesses patched it wrong. If your Conversions API isn't set up correctly, you're optimising on incomplete data — and your ROAS is worse because of it.

The iOS 14 Hangover

When Apple rolled out App Tracking Transparency in 2021, it didn't just inconvenience advertisers — it fundamentally broke the data pipeline that Meta's algorithm had been trained on for years. Browser-based pixel tracking, which relies on third-party cookies and JavaScript firing in the user's browser, started returning dramatically incomplete data.

The immediate impact was obvious: reported conversions dropped, attribution windows were cut, and CPMs spiked as Meta's targeting became less precise. But the longer-term impact is subtler and more damaging: if you're still relying primarily on browser pixel events, you're training Meta's algorithm on bad data. It can't optimise to find buyers it can't see.

What the Conversions API Actually Does

The Meta Conversions API (CAPI) is a server-side event tracking system. Instead of firing a pixel event from the user's browser (which can be blocked, dropped, or degraded by iOS restrictions), CAPI sends the conversion event directly from your server to Meta's servers. It bypasses the browser entirely.

The result: conversions that would have been invisible to the pixel are now captured, attributed, and fed back into Meta's optimisation model. Your audience data becomes more complete. The algorithm gets a more accurate signal of who is actually converting — and starts finding more of them.

The Deduplication Problem

Here's where most implementations go wrong. When you run pixel and CAPI simultaneously — which you should — you risk sending the same conversion event twice: once from the browser pixel, once from the server. Meta counts both unless you deduplicate correctly.

Deduplication requires a matching event_id parameter sent with both the browser and server events. Meta uses this to identify and remove duplicates before they enter the optimisation system. Without it, you're inflating your reported conversions, misrepresenting your cost-per-result, and feeding the algorithm distorted data.

  • Check Events Manager → your pixel → Event Match Quality score. Aim for 7.0 or above
  • Verify deduplication is working: look for "Deduplicated events" in your pixel diagnostics
  • Ensure you're passing customer information parameters (email, phone, name) with every event — hashed, as required — to maximise match quality

The Setup Hierarchy That Works

Tier 1 — Direct CAPI integration: Your developer connects your server directly to the Meta CAPI endpoint. Highest reliability, most control over data quality. Required if you have custom checkout flows or non-standard ecommerce setups.

Tier 2 — Platform CAPI integrations: Shopify, WooCommerce, and most major platforms now have native CAPI integrations. Enable them in your Meta Business settings. Much faster than custom dev, good enough for most accounts.

Tier 3 — Gateway solutions: Tools like Stape.io act as a server-side container that handles CAPI event routing. Good middle ground for accounts that need more than platform integrations but can't justify full custom development.

How to Know If Yours Is Broken

  • Event Match Quality below 6.0 in Events Manager — low-quality matching means poor signal to Meta
  • No "Server" event source appearing alongside "Browser" in your pixel events — CAPI is not firing
  • Deduplication rate is 0% — either both channels aren't running, or event_id is missing
  • Reported conversions dropped significantly after iOS 14 and never recovered — browser pixel alone is what you're running

Fix your tracking foundation before you touch your targeting, creative, or budget. Everything else is guesswork if the data going into Meta's algorithm is incomplete. We audit tracking as the first step in every new client engagement — and we find meaningful issues in 80%+ of accounts we review.

Target EMQ Score
7.0+
Event Match Quality in Meta Events Manager. Below 6.0 and your CAPI setup is significantly underperforming. Below 4.0 and it's effectively broken.
Accounts Affected
80%
Of ad accounts we audit have meaningful tracking issues — missing CAPI, no deduplication, or low event match quality. Is yours one of them?
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Lead Generation 6 min read
How to Reduce Cost Per Lead on Facebook Ads (Without Cutting Budget)
High CPL isn't a budget problem — it's a structure problem. Here are the exact levers we pull across every lead generation account to drive CPL down without touching spend.

Why Your CPL Is High (It's Not What You Think)

Most business owners assume high CPL means they need a bigger budget, a better audience, or a different platform entirely. In nearly every account we audit, the real problem is none of those things. High CPL on Facebook Ads is almost always a symptom of friction — friction in the creative, friction in the landing experience, or friction in how Meta's algorithm is being asked to work.

The good news: friction is fixable without spending more. The following are the specific levers we adjust across lead generation accounts to drive CPL down — ranked by impact.

Lever 1: Fix the Hook, Fix the CPL

The hook — the first 3 seconds of your ad — determines whether someone stops scrolling. If your hook is generic ("Looking for [service]? We can help!"), you're competing with every other advertiser in your space for the same attention, and losing. A weak hook means low CTR. Low CTR means Meta charges you more per impression to find someone who will engage. CPL climbs.

The fix is specificity. Instead of "We help businesses grow with Facebook Ads," try "If you're spending $2,000/month on Facebook Ads and getting less than 3× ROAS — this is why." That's a hook that stops the exact person you want. It filters out tyre-kickers and pulls in qualified prospects — which drives both CTR up and lead quality up simultaneously.

  • Name a specific problem your ideal client has right now
  • Use a specific number, timeframe, or outcome in the first line
  • Make the hook feel like it was written for one person, not a market segment

Lever 2: Stop Sending Traffic to Your Homepage

This is the single most common CPL killer we find in audits. Traffic from a Facebook Ad lands on a homepage with navigation, multiple CTAs, case studies, about pages, and three different ways to contact you. The visitor gets distracted, doesn't know what to do next, and leaves.

Every Facebook Ads lead generation campaign needs a dedicated landing page with one job: capture the lead. No navigation. No links off the page. One headline, one subheadline, one form, one button. The message on the landing page should match the message in the ad — same language, same promise, same offer. This match rate alone can reduce CPL by 30–50% in accounts where it's been ignored.

If you're running lead generation forms directly inside Facebook (Meta Instant Forms), make sure the form questions are minimal — name, email, phone is enough to start. Every additional field increases drop-off rate and raises CPL.

Lever 3: Restructure Your Audiences

Hyper-specific interest stacking feels like precision targeting. In practice, it creates tiny, expensive audience pools that inflate CPM and prevent Meta's algorithm from finding your best buyers. The counterintuitive approach — and the one that consistently drives CPL down — is broadening your audience and letting the creative do the filtering.

Here's the principle: a specific hook shown to a broad audience will self-select the right prospects. Someone who doesn't have the problem your ad addresses will scroll past. Someone who does will stop. Meta's algorithm, fed by your conversion data, learns who stopped and converts — and finds more of them. This is fundamentally more efficient than manually defining who should see your ad.

  • Start with a broad audience (age range + location only) on one campaign
  • Run it against your best interest-stacked audience with identical creative
  • Compare CPL over 14 days — broad wins more often than not

Lever 4: Optimise for the Right Conversion Event

If Meta is optimising for "Lead" but your pixel is only firing that event 10 times per week, you're in a permanent learning phase. The algorithm doesn't have enough data to exit learning and optimise efficiently — CPL stays high and volatile.

The fix depends on your volume. If you can't get 50 lead events per week per ad set, move the optimisation event up the funnel. Optimise for "Landing Page View" or "View Content" until volume builds, then shift to the deeper conversion event. It feels counterintuitive — you're not directly optimising for leads — but it gives the algorithm the data density it needs to learn, and CPL comes down as a result.

Lever 5: Test Offers, Not Just Creative

The offer is the most underleveraged variable in lead generation. Most businesses run one offer indefinitely — "Book a free consultation," "Get a free quote," "Schedule a call." These offers are high-friction because they require time and commitment from a prospect who doesn't know you yet.

Lower-friction lead magnets consistently outperform direct consultation offers on cold traffic. A free audit, a checklist, a short guide, a calculator, or a benchmark report gives the prospect something immediately valuable in exchange for their contact details — with no call required. Reduce the ask, reduce the friction, reduce the CPL. Qualification happens in the nurture sequence, not the ad.

Test two offers simultaneously against the same audience with the same creative structure. The difference in CPL between a "Book a call" offer and a "Get your free audit" offer can be 2–3× in the same account. That's a budget multiplier that costs nothing to test.

The CPL Reduction Checklist

  • Hook names a specific problem with a specific number or outcome
  • Dedicated landing page with single CTA, no navigation
  • Ad copy and landing page headline match exactly
  • Audience is broad enough to give Meta room to optimise (500K+ minimum)
  • Conversion event is firing 50+ times per week per ad set
  • Offer is low-friction — value first, call later
  • At least 2–3 creative variants running simultaneously

CPL is not a fixed number. It's an output of decisions you can control. Work through this list systematically and you'll find the leak — because there's always one.

CPL Impact
30–50%
Average CPL reduction when landing page message-match is fixed and a dedicated lead page replaces homepage traffic. Same budget, same audience.
Minimum Event Volume
50 / week
Conversion events per ad set needed to exit Meta's learning phase. Below this threshold, CPL stays high and unpredictable regardless of other optimisations.
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The Team Behind the Results
Real strategists. Real campaigns.
Real growth.

Ready to
Scale?

Tell us about your business and your goals. We'll put together a tailored Meta Ads strategy and show you exactly how we'd approach your growth.



No commitment · We respond within 24 hours

· RESULTS IN TWO WEEKS ·

Got Questions

Everything You
Need to Know

Do you guarantee results? +

We don't guarantee specific ROAS numbers — any agency that does is lying to you. What we do guarantee is a rigorous, data-driven process, full transparency, and a team that treats your budget like it's their own. Our track record speaks: 96% client retention and an average 6.8× ROAS across accounts.

How long before I see results? +

Meta's algorithm typically needs 2–4 weeks of data to exit the learning phase and optimise efficiently. Most clients see meaningful improvement in ROAS and CPL within the first 30–45 days. Full-scale compounding results typically emerge by month 2–3 as we build on winning creatives and audiences.

What's the minimum budget I need? +

We work with brands spending as little as $10/day on ads. To give Meta's algorithm enough data to optimise properly, a budget of $500–$1,500/month is where you'll start seeing consistent, scalable results across any market. We're transparent about this in our onboarding so you know exactly what to expect at your budget level.

Do I need to have run Meta Ads before? +

Not at all. We work with both businesses starting from scratch and those with existing campaigns that aren't performing. If you're new, we handle full setup — pixel installation, CAPI, account structure, and creative strategy. If you're already running ads, we audit and rebuild what's broken.

What does the retainer include? +

Every retainer includes campaign strategy and management, audience architecture, creative strategy and performance reviews, weekly reporting, pixel and tracking management, and a dedicated strategist. Creative production (actual ad design/video) is either handled by your team or can be added as a service.

Do you work with international clients? +

Yes — we work with clients globally. Our retainers are priced in USD and we're experienced running campaigns targeting audiences in the US, UK, UAE, Australia, and across South and Southeast Asia. Timezone is rarely an issue; we operate async-first with clear weekly communication rhythms.

How is VelmontX different from a freelancer? +

A freelancer is one person juggling many clients. VelmontX is a focused team with a dedicated strategist per account, structured creative review processes, and a system built for scale. You get the accountability and reliability of an agency with the personal attention of someone who knows your business deeply.

Can I cancel anytime? +

We work on monthly retainers with a 30-day notice period. No long-term lock-ins. We believe that if we're delivering real, measurable ROAS — you won't want to leave. Our 96% retention rate backs that up.