MFLARMYAX
Language-Market Fit

LMF Agent

One marketer runs the full ad pipeline

LMF — find the language your market responds to

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

Ad creatives the AI generates

Creatives auto-generated to match your brand guidelines and personas

Same-size homes · Problem framing
Same-size homes · Problem framing

Wondering what furniture size fits your place?

Find the answer in home tours from the same square footage. Real interiors from comparable homes, collected for you.

Same-size homes · Case study
Same-size homes · Case study

A 26-pyeong newlywed home, styled like this

Get ideas from 1,200 home tours at similar sizes. Copy is auto-generated per persona.

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