Meta ads agency for DTC
Meta Ads Agency for DTC Brands: Andromeda-Era Creative Strategy
For DTC and ecommerce brands producing more Meta creative than ever and getting less from it. We plan distinct concepts, score every ad against how Andromeda and GEM select ads before spend, and fix the conversion signal behind it.
A Meta ads agency for DTC and ecommerce brands, built for the Andromeda era
Operator Intelligence is a Meta ads agency for DTC and ecommerce brands that sell online, usually on Shopify, and depend on Facebook and Instagram for new customers. We fit best with newer, fast-growing DTC brands, with a particular focus on DTC jewelry and other gift-driven categories. Co-founder Chad Westleigh has spent 15+ years in DTC jewelry ecommerce.
What a Meta ads engagement with us covers:
- Creative strategy: a concept map of your live library and briefs for the gaps
- Pre-spend creative scoring: every new batch scored by our AI analysis tool, then reviewed by a strategist
- Conversion signal: Conversions API, deduplication and purchase value, so ranking learns from clean data
- Campaign structure: consolidated campaigns plus a testing sandbox
- Media buying, if you want it: or we work alongside your in-house buyer or agency
The Andromeda era is why the work is weighted this way. Meta describes Andromeda, announced in December 2024, as its ads retrieval engine, and GEM as a foundation model that improves ads ranking. Together they find audiences through the creative itself, which shifts the job of a Meta ads agency from audience targeting to creative and signal. For how those systems work, from Meta's own engineering posts, read our Meta Andromeda guide. Meta hasn't published every detail of how they weigh creative; where we describe patterns from ad accounts rather than Meta-confirmed mechanics, we say so.
What each stage of Meta's ad system needs from your account
The second column follows Meta's own descriptions. The last two are our practitioner view.
| Stage | What Meta says it does | What feeds it | What starves it |
|---|---|---|---|
| Andromeda (retrieval) | Selects a candidate set of ads for each person from a very large eligible pool | Genuinely distinct concepts across personas, angles and formats | Dozens of near-identical variants of one idea |
| GEM (ranking) | Predicts which candidates are most likely to deliver the result you optimize for, and teaches downstream ranking models | Clean, deduplicated conversion events with value, sent server-side and from the browser | Missing or double-counted events, a weak optimization goal, budgets split across many small ad sets |
| Auction | Picks the ad that shows, based on your bid, predicted results and ad quality | A sensible bid strategy and enough budget per ad set for learning to build | Constant edits that keep resetting learning |
Andromeda-era creative strategy: concept diversity over variant volume
Andromeda-era creative strategy starts with a simple rule: a handful of genuinely different ideas beats dozens of versions of one idea. When most of an account's ads share the same hook, model, setting and message, retrieval sees one concept in different outfits, and the account keeps reaching the same people.
A new concept changes at least one of the things that decide who an ad appeals to:
- Persona: the self-purchaser versus the partner shopping for an anniversary
- Angle: meaning, craftsmanship, quality for the price, gifting ease, trend
- Format: static, short video, carousel, UGC talking head, catalog
- Hook: the first frame or line, which decides whether anyone stays
- Awareness level: never heard of you versus comparing you with two other brands
A color swap, a new headline on the same video or a different crop doesn't count. Those help you iterate inside a concept, not reach new people.
Volume still matters: &LIVY's team produces 15–20 new ad creatives every other week. The question is how many are new concepts, and which gaps the next batch should fill. The &LIVY case study shows how that played out.
How our AI ad creative analysis tool scores concepts
Operator Intelligence built the Andromeda GEM ad creative analysis tool for &LIVY as a custom web app that scores new Meta ad creative against Andromeda and GEM signals before any budget goes behind it. Each new batch is scored on five dimensions, then reviewed by a strategist.
Entity diversity
How distinct each new ad is from the live library and from the rest of the batch. Near-duplicates get flagged before they crowd out real variety.
Format range
Whether the batch covers the formats and placements the account depends on, or leans too hard on one.
Audience coverage
Which personas and awareness levels the batch speaks to, and which ones no ad reaches.
Hook quality
How quickly the opening frame or line establishes the product, the person and a reason to keep watching.
Funnel alignment
Whether each message fits its job: introducing the brand, or persuading people already comparing options.
Strategist review and next brief
A strategist reads the scores, cuts or reworks weak concepts and turns the gaps into the next brief. The tool removes the review grind; the judgment stays with people.
“We have to produce 15–20 new ad creatives every other week... this new tool cut our ad creative inefficiencies in half, and increased our overall ROAS by over 20%.”
Creative archetypes for DTC and jewelry brands
Operator Intelligence maps every creative library against a set of archetypes, so the analysis has a shared language for what's missing. These six do the most work for DTC jewelry and other gift-driven categories.
On-body close-up
The piece worn, close enough to show scale, metal tone and movement. It answers what every jewelry shopper asks: how big is it, and is the color really like that?
Gifting POV
The reveal, the reaction, the note. It reaches partners and parents who would never browse jewelry on their own, and peaks before each gift moment.
Founder story
The founder on camera explaining why the brand exists or how a piece is made, building trust in a category where shoppers worry about quality.
Stack styling
Chain lengths, ring stacks, bracelet combinations. It sells the second and third piece and speaks to the collector, not just the first-time buyer.
UGC and reviews
Real customers, real lighting, real wrists: less polished, more believable, and a different signal from studio work.
Unboxing
Packaging and the moment of opening, for gift buyers who won't see the piece before it ships.
Signal quality is the input: Meta CAPI and server-side tracking
Creative can only perform as well as the conversion signal behind it. Ranking predicts outcomes from the events your store sends, so Operator Intelligence treats data architecture as part of creative strategy.
- Conversions API alongside the pixel, with a shared event ID so purchases are deduplicated, not double-counted or lost
- Strong customer matching, with hashed identifiers where consent allows
- Value on every purchase event, so the system can tell entry-price studs from a high-value necklace
- Mid-funnel events that mean something, such as checkout started or size-guide views where they predict purchase
- GA4 and Shopify reconciled, so the numbers you judge creative on agree
We built a Meta CAPI and server-side tracking architecture for a national CBD wellness brand, where signal design must work within strict ad-platform rules; see our work for CBD and telehealth brands and the data layer in our agentic digital strategy overview.
How our Meta ads agency team runs your program
Operator Intelligence works as the creative strategy and analysis layer of your Meta program, with or without media buying, alongside your in-house team, studio or media buyer. Brands that want one senior owner across Meta, email and site can add an AI fractional CMO. A typical rhythm:
- Library audit: every live ad tagged by archetype, persona, angle, format and hook
- Pre-spend scoring: each new batch runs through the analysis tool before launch
- Brief generation: gaps become the next brief, timed to the gifting calendar
- Weekly agent digests: fatigue signals, spend drifting toward one concept, and concepts that earned more budget
- Structure hygiene: consolidated campaigns plus a separate testing sandbox, the practitioner consensus for Andromeda-era accounts
For jewelry brands, creative follows the gift calendar on our DTC jewelry marketing page, and winning concepts carry into agentic Klaviyo lifecycle marketing. To own a tool like this outright, see custom AI agent development.
Meta, Facebook and Instagram are trademarks of Meta Platforms, Inc. Operator Intelligence is an independent consultancy.
Frequently asked questions
How is Operator Intelligence different from a typical Meta ads agency?
Many Meta ads agencies are built around media buying and reporting. Operator Intelligence leads with the inputs Andromeda and GEM respond to: distinct creative concepts, pre-spend scoring and clean conversion signal. We can run media buying too, or work alongside the buyer you already have.
What's the difference between Andromeda and GEM?
Andromeda handles retrieval: which ads get considered at all. GEM, Meta's Generative Ads Recommendation Model, sits in ranking and teaches the models that predict which candidate will drive your result. Retrieval rewards creative diversity; ranking rewards clean conversion signal. Our Meta Andromeda guide covers both in depth.
How many new creatives do we need each month?
There's no universal number. What matters is how many distinct concepts are live, and whether new ones arrive before the old ones fatigue. Our library audit shows where you stand.
Does the analysis tool replace our creative team or agency?
No. It replaces the manual review grind, which at &LIVY reached 100% automation, and gives your team a sharper brief. People still make the creative and decide what runs.
Do you run media buying too?
We can. Some clients have us handle campaign architecture and agent-monitored optimization along with creative strategy; others keep their media buyer and use us for analysis, briefs and signal quality.
What does it cost, and how fast does it pay back?
Cost depends on ad spend, creative volume and whether you want media management too, so we scope it after discovery rather than publish a rate card. &LIVY reached ROI in 2.5 months; results vary by account, so we start with an audit and a pilot.
What access do you need?
Read access to Ads Manager, your creative files and visibility into your conversion setup. We don't need payment details or admin control of your business portfolio.
See how your Meta creative library scores
Send us your live ads and your next batch. We'll show you where the library overlaps, what's missing and what to brief next.
Book a scoping callSources
- Engineering at Meta (2024): Andromeda announced December 2, 2024 as Meta's next-generation personalized ads retrieval engine, selecting a few thousand relevant ad candidates from tens of millions
- Engineering at Meta (2025): GEM (Generative Ads Recommendation Model) is a foundation model that transfers knowledge to downstream ads ranking models
Related
&LIVY case study
How pre-spend creative scoring delivered $428K in efficiency.
Agentic marketing for DTC jewelry brands
The gifting calendar and jewelry creative playbook.
Agentic Klaviyo email and lifecycle
Carry winning concepts into flows and campaigns.
The Agentic CMO
How senior marketing judgment scales with agents.
Meta Andromeda guide
How Andromeda and GEM work, plus the creative diversification playbook.
Shopify CRO
Convert the traffic Meta sends with evidence-ranked tests.