You provide the business requirement. MarketListen handles the operating path to AI Ads.
Start in normal business and marketing language. MarketListen structures the brief, maps it to the ad platform, helps you review and validate it, deploys through the connected advertiser account, then organizes monitoring and reporting.
AI assists. Humans review and approve before execution.
One structured operating path
1
Business InputsGoals, offer, audience, geography, budget and constraints
Input
↓
2
Campaign BriefStructured and ready for interpretation
Structured
↓
3
Map + ReviewPlatform fields, recommendations and unresolved gaps
Human review
↓
4
Deploy + MonitorPre-flight, execution, status and reporting
Operate
The platform does the translation and orchestration. You keep control of the campaign decisions.
The core idea
MarketListen is not trying to replace the native ad platform. It sits above it — turning normal business requirements into a structured, reviewable and deployable campaign workflow.
The full workflow
From business requirement to campaign operation — step by step.
Each stage produces a concrete output, so your work does not disappear into a black-box AI conversation.
01 Intake
Describe the campaign in business terms.
MarketListen collects the information your team or client already knows, rather than forcing you to start with unfamiliar platform terminology.
Business goal and desired customer action
Offer, product or service details
Target audience and geography
Budget, schedule and landing destination
Approved claims, brand voice and restrictions
Output
Structured Campaign Brief
A complete business-side campaign record that can be interpreted and mapped into the ad platform.
02 Interpret
MarketListen translates the brief into campaign logic.
AI assists with interpretation where judgment is needed, while deterministic mappings and direct user inputs stay distinct.
Direct inputs remain verbatim where appropriate
Deterministic values are derived from known inputs
AI recommendations fill areas requiring curation
Missing or conflicting information is surfaced
Nothing execution-critical is silently invented
Output
Mapped Campaign Setup
A platform-ready configuration with clear provenance for where each important value came from.
03 Review
Your team reviews before anything is executed.
MarketListen is designed around human curation. Advertising knowledge matters more than technical familiarity with the underlying AI ad interface.
Review AI recommendations
Edit campaign values and creative direction
Resolve flagged gaps or contradictions
Approve the campaign version
Keep an auditable record of what was approved
Output
Approved Campaign Version
The exact execution-ready configuration your team has reviewed and authorized.
04 Pre-flight
Validate before creating live advertising resources.
MarketListen checks whether the campaign is ready to be sent to the connected advertiser account.
Required campaign data present
Advertiser account connection available
Destination and conversion setup checked
Execution restrictions and status verified
New resources are created paused by default
Output
Pre-flight Validation
A clear pass/fail checkpoint before execution is allowed to proceed.
05 Deploy
Deploy through MarketListen.
Once approved and validated, MarketListen sends the campaign through the connected advertiser account so your team does not have to work directly inside an unfamiliar platform interface.
Provider-specific mapper prepares the final payload
Campaign resource is created through the connected account
Media spend remains with the underlying ad platform
MarketListen never holds the advertiser’s media funds
Activation remains an explicit action
Output
Campaign Created Through MarketListen
A deployment event tied back to the approved campaign version and advertiser account.
06 Operate
Monitor, report and keep the campaign history.
After deployment, MarketListen becomes the operating layer for campaign status, history and readable performance reporting.
Campaign status and operational events
Performance data organized for review
Client- or management-ready analytical reporting
Next-step recommendations and context
Campaign history retained across versions and actions
Output
Monitoring + Analytical Report
A clearer view of what happened, what changed and what your team may want to do next.
No silent invention
You should know where every important campaign value came from.
MarketListen distinguishes user-provided information from deterministic derivations, AI recommendations and unresolved gaps. That makes review easier and helps prevent AI output from quietly becoming campaign fact.
DirectProvided explicitly by the user or client and preserved as the source value.
DerivedCalculated or mapped deterministically from information already supplied.
RecommendedAI-generated suggestion requiring human review and approval.
UnresolvedA missing, conflicting or uncertain item that must be addressed before execution.
Campaign Mapping ReviewHuman review required
Business goalIncrease qualified demo requests
DIRECT
Campaign scheduleDerived from supplied start and end dates
DERIVED
Audience refinementSuggested from the supplied target profile
MarketListen is designed for marketers who understand advertising but may not yet understand every technical detail of AI ad platforms. The software does the translation; the human remains accountable for the campaign.
✓Execution-relevant changes create a new campaign version.
✓Review and approval happen before deployment.
✓Pause, resume and kill actions remain explicit operational events.
✓New advertising resources are created paused by default.
Execution gate
1. Campaign brief complete
2. Mapping reviewed
3. Campaign version approved
4. Pre-flight passes
5. Connected advertiser account available
6. Deploy through MarketListen
What comes out of the process
Concrete outputs from preparation through reporting.
MarketListen is built around work products your team can review, approve, execute and present — not just chat responses.
◫Structured Campaign Brief
◎Mapped Campaign Setup
✓Approved Campaign Version
↗Deployment
⌁Monitoring
▤Client / Management Report
One operating layer
Built for repeated campaign operations, not one-off experimentation.
The same structure works whether you are managing one campaign internally or multiple clients across an agency.
01
Multi-client
Keep clients, advertiser accounts and histories separated.
02
Multi-campaign
Run multiple campaigns without losing context.
03
Versioned governance
Execution-relevant changes remain traceable.
04
Approvals
AI output remains subject to human review.
05
Reporting
Turn raw performance into a clearer business narrative.
06
Provider expansion
ChatGPT Ads first, with room for additional AI ad platforms later.
Start with what you already know: the business requirement.
MarketListen handles the structured path from campaign intake to platform mapping, review, deployment, monitoring and reporting.
