Private preview — new client access closed

Your next growth opportunity is already out there.

Munero connects market signals, customer conversations, and competitive intelligence to reveal where your business should grow next.

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Conceptual interface, not a live product screenshot. Example: a fictional meal-kit brand.

Designed to read the market where it talks

Reddit ThreadsTikTok Creative CenterYouTube CommentsGoogle Search · TrendsTrustpilot ReviewsAmazon ReviewsMeta Ad LibraryLinkedIn AdsCompetitor websites

Public, permitted data only, accessed through official channels. Logos identify the sources Munero is designed to read; no affiliation, partnership or endorsement is implied.

Most marketing budgets are committed before anyone has read the market. The answers are already out there, in reviews, threads, searches and competitor ads. Munero reads them first.

Meet Munero

Eight arms. One brain.

Behind the octopus are 16 intelligence squads. They reach into the places your market talks, connect what they find, and return a complete brief with the evidence attached, in about 35 minutes.

All six run today in private preview

Market scan

16 intelligence squads read threads, reviews, search and ad libraries.

Pain point library

Ranked by frequency, emotional intensity and competitor coverage.

Competitor gaps

Ten competitor deep dives per brief, each scored by segment coverage.

Opportunity score

Demand, saturation, creative whitespace and pain intensity in one score.

Creative pack

46 assets: ranked hooks, ad copy, image prompts and video scripts, Ads Manager ready.

Kill and scale rules

Quantified rules, re-checked against the results you bring back.

Same budget. Different starting point.

Most briefs are built on assumptions. A Munero brief starts from what customers are already saying, and every line can be traced back to its source. Examples are illustrative.

GuessingTypical brief

Built on assumptions. Nobody can say why it should work.

Seeing · with Munero

Every line traces back to evidence you can open.

Opportunity detected.

Thousands of signals, one finding. Choose a line of reasoning or a piece of evidence to see exactly which signals support the recommendation. Illustrative example: a fictional meal-kit brand.

SocialSearchReviewsAdsCompetitors
Opportunity detected

Menu fatigue is driving week-3 cancellations, and no competitor is talking about variety.

Supporting evidence

Sixteen sections. Every claim traceable.

One run of Munero's intelligence squads produces a complete brief, from market opportunity score to campaign plan, with a signed evidence trail behind every recommendation. Figures below are from an anonymised client brief; the hash is illustrative.

Intelligence
  1. 01Executive summary
  2. 02Market opportunity score
  3. 03Audience segments
  4. 04Pain point library
  5. 05Search intent keywords
  6. 06Competitor gaps
Strategy
  1. 07Winning angles
  2. 08Hooks ranked by signal
  3. 09Creative briefs
Creative
  1. 10Image and video kit
  2. 11Landing page direction
Campaign
  1. 1230-day campaign plan
  2. 13KPI targets
  3. 14Kill and scale rules
Proof
  1. 15Evidence library
  2. 16SHA-256 audit hash
Signed on generation

Every brief carries a SHA-256 audit hash.

The hash binds the exact source set, prompt versions and outputs. Anyone you share the brief with can verify nothing was changed.

BRIEF HASH 7c2e91d4a0f35b8e6d17c4a29f08e3b5d1a6c7f402e9b83d5c0a71e64f9b2d38
Source set
v3.4.1
Prompt revision
r-2026-05-01
Evidence library

Click any claim, see its source.

  • Reddit threads12 threads · 184 quotes
  • Trustpilot reviews1,840 reviews
  • Meta Ad Library380 ads · 6 months
  • TikTok Creative Center92 videos
  • YouTube comments2,300 comments
  • Amazon reviews6,400 reviews
Kill & scale rules

No emotional spend.

  • KILLCPA above floor for 7 days at any spend level.
  • KILLCTR under 0.6% by day 4 across audiences.
  • SCALE+50% budget when ROAS holds above target for 72 hours.
  • SCALEDuplicate a top hook into 3 audiences when CTR passes 1.4%.

Re-checked against the results you bring back to the workspace.

Building the intelligence layer for modern marketing.

Marketing has more data than ever and less certainty about what to do with it. Munero is building the layer that turns the market's signals into decisions a team can stand behind.

The problem

Budgets move before the market is understood.

Most campaigns are committed before anyone has checked what customers are actually asking for. Research is slow, spread across tools, and dated by launch day.

Our approach

Evidence first, then direction.

Sixteen intelligence squads read permitted public signals and connect them into one view of demand. Every recommendation links to its evidence, and every brief is signed.

Where it goes

From intelligence to approved action.

Today Munero delivers the brief, the creative pack and Ads Manager-ready files, and re-checks kill and scale rules against your results. Next, the same layer is designed to launch approved campaigns directly and optimise them continuously.

One continuous loop

In private previewVision
  1. Discover16 squads scan threads, reviews, search and ad libraries
  2. AnalysePain points, keywords, ten competitor deep dives
  3. DetectOpportunity score and open lanes
  4. RecommendAngles, ranked hooks, 30-day plan, KPI targets
  5. Create46-asset creative pack, image and video kit
  6. ApproveA person reviews and decides
  7. Export & learnAds Manager-ready files; kill and scale rules re-checked on your results
  8. Autonomous executionDirect launch and continuous optimisation on connected platforms

Stop guessing.
Start seeing.

Munero is building the intelligence layer for a new era of marketing. We are in private preview and not onboarding new clients, but we welcome conversations with investors and strategic partners.

Investor inquiries
investors@munero.ai

Seed investors and strategic partners.

Request future access
access@munero.ai

We will reach out when access reopens.