CX Marketing Agents
A complete AI layer for marketing — attribution, campaign optimization, content generation, predictive customer intelligence and next-best-action personalization.
Campaign Revenue Attribution Agent
Traces every touchpoint a customer hit and tells you which campaigns and channels actually earned the revenue.
Multi-touch journey analysis · Revenue credited by campaign and channel View agent →Campaign Strategy Recommender
Recommends the campaign approach most likely to work for each audience segment, based on what has performed before.
Segment-level strategy suggestions · Learning from historical performance View agent →Channel Recommender Agent
Tells you where each audience is actually reachable — email, SMS, push, social or web.
Channel effectiveness by segment · Reachability and preference signals View agent →Campaign Optimization Agent
Decides the next best action, offer and timing for every contact in flight.
Next best action selection · Offer and creative matching View agent →Campaign Planning Agent
Plans targeting using propensity models and lifetime value so budget lands on the right people.
Propensity-based audience building · Lifetime value weighted targeting View agent →Message Fatigue Agent
Spots when an audience is being over-messaged and adjusts frequency before they disengage.
Fatigue scoring from engagement patterns · Per-contact frequency caps View agent →Intelligent Audience Selector
Picks the best-fit contacts for each ongoing program using predictive models instead of static lists.
Predictive best-fit selection · Continuous audience refresh View agent →Program Intelligent Switch Agent
Chooses the right campaign, channel and moment for each individual customer.
Per-customer campaign routing · Channel selection by responsiveness View agent →Program Simulation Agent
Runs your campaign flow before launch so you find the problems in a simulation, not in production.
Pre-launch performance simulation · Flow and logic validation View agent →Send Time Optimization Agent
Delivers each message when that specific person is most likely to open it.
Per-contact optimal send windows · Time zone and habit awareness View agent →Copy Writer Agent
Writes on-brand copy for email, subject lines and SMS, tailored to the audience you are targeting.
Channel-specific copy generation · Audience-tailored messaging View agent →Email Copy Assistant
Drafts email copy that matches the campaign tone and the goal you set for it.
Campaign-aligned email drafting · Tone and objective matching View agent →Content Refinement Agent
Reshapes any copy on demand — shorter, longer, bulleted or summarized.
Instant shorten and lengthen · Bullet-point conversion View agent →Landing Page Copy Assistant
Generates landing page copy that stays consistent with the campaign driving traffic to it.
Campaign-aligned page copy · Headline and section drafting View agent →Component HTML Assistant
Generates and rewrites the HTML for shared campaign components so blocks stay reusable and clean.
Shared component HTML generation · Rewrites of existing markup View agent →SMS Copy Assistant
Writes short, high-impact SMS copy that still sounds like your brand.
Character-aware message drafting · Campaign tone alignment View agent →Subject Line Scoring Agent
Scores subject lines and push titles against past performance before you send.
Predicted performance scoring · Ranking across variants View agent →Subject Line Generator Agent
Produces a spread of subject line options in your brand voice for the campaign at hand.
Multiple options per campaign · Tone and context awareness View agent →Account Lead Scoring Agent
Predicts which B2B accounts are most likely to convert so ABM effort goes where it counts.
Account-level conversion scoring · Buying signal aggregation View agent →Churn Propensity Agent
Flags the customers who are drifting away while there is still time to keep them.
Churn risk scoring per customer · Early warning signal detection View agent →Customer Lifetime Value Agent
Projects what each customer is worth over time and highlights who is worth protecting.
Projected lifetime value modeling · High-value customer identification View agent →Contact Lead Scoring Agent
Forecasts how likely each individual lead is to convert so sales works the best ones first.
Individual lead conversion scoring · Faster qualification and routing View agent →Engagement Propensity Agent
Predicts who will actually engage with a campaign before you send it.
Engagement likelihood scoring · Sharper audience targeting View agent →Opportunity Identification Agent
Scores sales opportunities using marketing engagement so both teams work the same signals.
Engagement-based opportunity scoring · Marketing and sales alignment View agent →RFM Segmentation Agent
Segments your base by how recently, how often and how much they buy.
Recency, frequency and monetary scoring · Automatic segment maintenance View agent →Repurchase Propensity Agent
Predicts who is ready to reorder so you reach them at the right moment.
Reorder likelihood scoring · Replenishment timing signals View agent →Account Intelligence Agent
Gives every account an engagement score so outreach starts with the warmest ones.
Account engagement scoring · Activity aggregation across channels View agent →Next Best Action Agent
Recommends the single most useful next step for each customer relationship.
Per-customer action recommendations · Context from full interaction history View agent →Next Best Offer Agent
Uses purchase history to work out the offer and price point each customer is likely to accept.
Offer and promotion matching · Willingness-to-pay estimation View agent →Product & Content Recommendation Agent
Personalizes the products and content each person sees across your channels.
Individual product recommendations · Content personalization by interest View agent →Product Propensity Agent
Forecasts which customers are most likely to buy a given product so spend goes to the right list.
Per-product purchase likelihood · Targeted audience generation View agent →Real-Time Prediction Agent
Scores customer behavior as it happens so you can act in the moment, not next week.
Live behavioral scoring · In-session decisioning View agent →