MFLARMYAX
Language-Market Fit

LMF Agent

One marketer runs the full ad pipeline

LMF — find the language your market responds to

Customer Success

One product, many angles

Semsay · Living / Beauty

Challenge

The brand spoke only in supplier-centric language — no clear target, season, or core value proposition — and its paid ads weren't performing.

Approach

LMF Agent ran the full pipeline: research → personas → value propositions → copy & image generation → Meta campaign setup → data analysis.

Auto-generated ads, one per angle

Moisture a towel leaves behind

Parents / family

Moisture a towel leaves behind

Still sweating after a shower

Post-workout / men

Still sweating after a shower

Dry between toes before socks

Hygiene-conscious

Dry between toes before socks

Packaging that doubles as an object

Gifting

Packaging that doubles as an object

Revenue & ROAS improvement

The generated creatives are reused beyond ads — across product pages, social, and promotions.

Chat with the agent, launch a campaign

Use it from Slack, Teams, or the dedicated web interface

# lmf-campaigns
PM
PM Kim14:30

@LMF Agent run brand research on Lifestyle Brand A

LMF Agent14:30

Starting brand research on Lifestyle Brand A. I'll analyze the site, pull customer reviews, scan competitors, and extract the design system automatically.

LMF Agent14:35

[Done] Brand research complete.

Basics: Lifestyle Brand A — interior platform
Competitors: Brand B, Brand C, others
Reviews: 423 analyzed → 12 pain points extracted
Design system: colors, fonts, component styles
PM
PM Kim14:36

Generate personas

LMF Agent14:45

Personas generated from the research data.

Ji-eun (29, newlywed)

Doesn't know where to start with newlywed home decor

Hyun-jun (27, lives alone)

Small studio, not enough storage

Su-a (32, inspiration seeker)

Loves home tours but can't apply them

The numbers speak

Same team size, different ad performance

Time to launch

5× faster
Before
10h+
After
2h

+87%

Ad CTR lift

vs. prior creative

×3

ROAS improvement

best-case

1 person

Ops headcount

from 3 to 1

What makes it different

Design creative with data, not guesswork

Run experiments via Slack

Say "do research" and a 12-step process kicks off. Native in Slack (Teams integration on the roadmap).

Generate images and copy for testing

Generate and grade ad images, copy, and video against your brand guidelines.

Meta campaign automation

Set target, budget, and duration — campaigns generate and go live automatically. Autopilot mode launches instantly.

Winning pattern extraction

Codify repeatable winners and losers from the data. Get next-experiment recommendations automatically.

Multilingual creative

Generate Korean and Japanese ads in one pass (English and Chinese coming). One marketer runs your global campaigns.

Plugs into your stack

Hooks into your existing stack and auto-builds everything up to a ready-to-launch draft

LMF Agent
Meta Ads
Google Ads
TikTok Ads
Figma

Pairs well with

Combine with other ARMY agents to cover the full funnel

Deploy LMF Agent

MarketFit Lab partners with you from deployment through operations