MessCube · Market Signal Lab
Your market,
at your fingertips.
30-50% of most ad budgets is burned testing what the market already answered. MessCube reads every ad your market runs, screened down to the signal, so you spend on what's proven instead of paying to find out.
Published findings
We benchmarked ourselves against a frontier AI and published every number.
Two pre-registered rounds. Equal data access. Every answer verified against the underlying ads, including the round the other side won.
faster to every follow-up answer, measured over a 36-question session
extra per question after the first. The market is already read
of an ungrounded AI's named competitors weren't running where it claimed
competitor ads read to produce the published numbers
The pipeline
From every ad in your market to the next one you should make.
Discover
We find the advertisers actually competing for your buyer across Meta, LinkedIn and Google, including the tier you'd never name from memory, which is usually where the volume is.
Screen
Ad libraries are ~40% noise for any given market. We measured it. Every candidate ad is screened for relevance to your brand before it's kept. What survives is signal, not volume.
Analyze
Every creative is analysed, image and video included, not just the ads that carry readable copy. Text-only tools can read about half a market. We read all of it.
Pool
Everything kept flows into your signal pool: screened, deduplicated, liveness-tracked, continuously monitored. It compounds: the second question never re-buys the market.
Read
The pool answers in seconds: the themes running in your market, who runs each one, and the specific ads behind every claim. Ask five times, get the same answer five times.
Create
The read becomes a creative brief grounded in what your market already proved, and the brief becomes concepts your team directs. You keep the taste. We carry the evidence.
The read
Your market, as themes you can act on.
Not a wall of ads. The read names every theme running in your market, who is behind it, how many ads back it, and flags what's running near your buyer but not for them.
Proof over promise
UGC testimonial hooks that lead with a customer's before/after numbers
Price-anchor offers
Bundle framing that anchors against the single-unit price in the first 3 seconds
Founder-story angle
Direct-to-camera origin stories, no product shot until the last frame
Generic lifestyle b-roll
off-marketStock-adjacent visuals with no claim: running, but not for this buyer
Overall Market Bets
Meta: what's running
LinkedIn: what's running
Every line traces to the specific ads behind it. No claim without receipts.
Competitors
Watch every brand that matters.
Track the competitors you name and the ones we find for you. Each one becomes a live dossier: what they run, what it costs them, and where their strategy is thin.
Tracked competitors
Your active watchlist
Brewline Coffee
brewline.co
Specialty cold-brew kits and subscriptions for home baristas.
23 active
↑ ramping · Meta
Copper Kettle
copperkettle.com
Single-origin roaster, retail plus DTC subscriptions.
11 active
→ steady · Google
Daybreak Roasters
daybreakroasters.com
Office coffee programs and B2B wholesale supply.
6 active
↓ pulled back · LinkedIn
Tracking competitor
Fetching ads…
Estimated market spend
Modeled monthly run-rate across active ads
≈ $19K/mo
estimated spend
$12K–$31K
≈ 480K/mo
estimated impressions
310K–720K
By platform
What's their play, for you
They're outspending you 3:1 on proof-led video but haven't touched the price-anchor angle. That's your open lane.
Generated 12m ago · tailored to your workspace
Trending ads
Every ad comes with a verdict.
Not a wall of screenshots. Each ad carries its run time, reach and spend estimates, and a plain-language read on whether it's worth copying, before you spend a dollar imitating it.
Brewline Coffee
View Details · Track brand
"187 days of mornings, one number convinced us"
UGC testimonial · leads with the customer's before/after
187
days active
3
platforms
48K
impressions
$12.4K
est. spend
This is a good ad.
It has run 187 days. Most ads here stop after 21. Only 3% of ads here lead with proof, so it works and it's still fresh.
Pattern Velocity Leaderboard
Top movers in your category this week
Before/after proof hook
hook · 34% market share
Founder direct-to-camera
narrative · 11% market share
Price-anchor bundle
angle · 18% market share
Generic lifestyle b-roll
style · 22% market share
Rising and declining patterns ranked across hooks, angles, styles and narratives. The crowded lane and the open one, updated as the market moves.
Brief → concept
The read ends in creative, not a report.
Open any bet on the board and MessCube drafts the brief from the live market signal: the angle, the hooks, the proof ads. You bring the product and the taste.
Creative brief
Own the proof-led angle before it saturates
The bet
Buyers trust a customer's number more than a brand's promise.
34% of advertisers run it · proven, sustained 30+ days · problem-aware traffic
Hook options
- "187 days of mornings, one number convinced us"
- "Your competitor's best ad, decoded in 30 seconds"
Do
- •Lead with the customer's number
- •Keep the product reveal late
Don't
- ✕Open on a logo
- ✕Explain the category first
Proof: live ads running this angle
187d live
94d live
61d live
Brief authored by MessCube from live market signal, grounded in the proof ads above.
"187 days of mornings, one number convinced us"
UGC video · 0:15 · built to beat the market's current bet
"Your competitor's best ad, decoded in 30 seconds"
Screen-capture demo · 0:30 · built to beat the market's current bet
"The testing budget you didn't have to spend"
Static carousel · 3 frames · built to beat the market's current bet
Generations
Brief it in chat. Ads come back.
One question at a time, like a colleague would ask. Pick your formats, set the variations, and the renders land in your library while you keep working.
Create an ad
What are you promoting today?
My ads
Your latest creatives.
Designing the layout (2/3)
The benchmark
We published every number.
Including the round we didn't win.
Two pre-registered rounds against a frontier AI agent, one with the same full access to the ad libraries we read. Every answer was verified against the underlying ads before scoring. That's the bar market intelligence should be held to.
First market read, contract-grade
with full data access, parity. We published it
Converged
Converged
Working from memory instead of data
Never answers ungrounded
43% of named competitors unverifiable
Every question after the first
Seconds, $0 extra
Minutes of re-reading, every time
Question 36 of a long session
381/381 citations still grounded
Context compacts; earlier detail is gone
FAQ
Questions, answered.
How the read works, what's included, and how you're billed. Still not sure it fits? Book a 15-minute call and we'll read your market live.
A market-signal analyzer for performance marketers. It reads thousands of live ads across your market and tells you what's working and why. You set the strategy and taste; the ops follow. Think analyst, not archive.
Meta, Google, and LinkedIn, on every plan, at the same relevance quality. The cross-platform read (where your market is actually running) is the whole point, so we never gate a platform or dim the analysis on a cheaper tier.
No. MessCube reads public ad libraries, so you get a full market read before connecting anything. Connect your own accounts later if you want your live performance folded into the picture. It's an option, never a requirement.
No. Every ad is scored for relevance to your brand and the reason is shown, not matched on keywords. You can see why an ad surfaced, and tune how wide or tight the read is for your market.
We label every number by how we know it: verified where the platform reports it, observed where we count it directly, and estimated where we model it. We never present an estimate as a fact.
A home brand is one of your own brands, the thing you run ads for. Tracked brands are the competitors you watch beneath it. Your plan scales on home brands; tracked brands are the pool you get per home brand.
Only rendering images: 1 credit = 1 static, and a carousel is 1 credit per slide. Every bit of the intelligence (the read, market briefs, tracking, memory) keeps running whether or not you have credits left. Top-ups are available on any plan and never expire.
Every plan starts with a 15-minute call: we read your market live on it and set you up on the tier that fits. There's no self-serve signup. Once you're in, upgrade, downgrade, or cancel anytime from settings; your data stays put.
Put the waste back in your pocket
Your market already ran the test.
Stop paying to run it again.
See what your market has proved, before your next dollar goes out. A 15-minute call, your market read live.