digital-marketing-pro

Invoke when the user needs to manage multiple client brands, view portfolio-level dashboards, generate client reports, manage SOPs, switch credential profiles, assign team tasks, configure regions, or generate executive summaries. Triggers on requests involving multi-client management, agency workflows, client onboarding, or portfolio oversight.

Invoke when the user needs help with marketing measurement, KPI definition, dashboard design, attribution modeling, performance analysis, anomaly detection, competitive benchmarking, or translating data into marketing decisions. Triggers on requests involving metrics, reporting, analytics setup, or data interpretation.

Invoke when marketing content needs quality control review — brand voice consistency checks, regulatory compliance verification (GDPR, CAN-SPAM, CCPA, HIPAA, FTC, industry-specific), accessibility auditing (WCAG 2.1), inclusive language review, or brand safety assessment. Automatically invoked as a final review step before any content is published or delivered.

Invoke when the user needs competitor analysis — content strategy teardowns, SEO gap analysis, paid ad analysis from ad libraries, social media benchmarking, AI visibility comparisons, pricing and positioning research, or market landscape mapping. Triggers on requests mentioning competitors, competitive gaps, market analysis, or benchmarking.

Use when the task requires ongoing competitive monitoring, competitor change detection, share of voice tracking, competitive alerts, ad monitoring, price monitoring, win/loss analysis, or competitive narrative mapping.

Invoke when the user needs any form of marketing content created or refined — blog posts, ad copy, email campaigns, social media posts, landing page copy, press releases, video scripts, product descriptions, or newsletter content. Triggers on requests to write, draft, rewrite, or improve marketing copy.

Invoke when the user needs to manage CRM operations — creating contacts, importing leads, updating deals, syncing campaign data, segmenting audiences, managing pipelines, or connecting marketing data to Salesforce, HubSpot, Zoho, or Pipedrive. Triggers on requests involving CRM data, lead management, pipeline updates, or sales-marketing alignment.

Invoke when the user needs help with conversion rate optimization — landing page audits, A/B test design, form optimization, pricing page strategy, checkout flow improvement, personalization, statistical significance calculations, page speed impact analysis, or mobile conversion optimization. Triggers on requests involving conversions, landing pages, A/B testing, or optimization experiments.

Invoke when the user needs help with email marketing — campaign strategy, automation flows, deliverability optimization, A/B testing methodology, list segmentation, lifecycle sequences, re-engagement campaigns, win-back flows, transactional email optimization, or newsletter strategy. Triggers on requests involving email campaigns, drip sequences, email deliverability, list management, or email automation.

Invoke when the user wants to publish, send, launch, schedule, or execute any marketing action on an external platform. Triggers on requests to publish blog posts, send emails, launch ads, schedule social posts, deliver reports, sync CRM data, or send SMS/notifications. Manages the approval workflow and ensures every execution is logged.

Invoke when the user needs help with product-led growth strategy, referral programs, viral loop design, launch strategy, retention optimization, growth experiments, activation funnels, or conversion rate optimization. Triggers on requests involving growth models, PLG, user acquisition loops, experiment design, or retention mechanics for SaaS, marketplace, and consumer products.

Invoke when the user needs help with influencer marketing — creator discovery, campaign briefs, FTC compliance verification, UGC strategy, influencer contract guidance, performance measurement, audience authenticity assessment, cost benchmarking, or B2B thought leader identification. Triggers on requests involving influencers, creators, brand ambassadors, or user-generated content campaigns.

Use when the task requires storing, retrieving, synthesizing, or distributing marketing learnings across agents — compound intelligence, pattern recognition, playbook generation, or institutional knowledge management.

Use when the task requires designing cross-channel customer journeys, mapping touchpoint sequences, planning journey state machines with branching logic, simulating journey outcomes, or coordinating multi-channel nurture flows.

Multilingual marketing specialist who manages translation routing, transcreation, cultural adaptation, multilingual SEO, and translation quality assurance across languages and cultures.

Use when the task requires monitoring macro signals — economic indicators, cultural trends, industry events, platform algorithm changes, or regulatory updates — that impact marketing strategy and timing.

Use when the task requires marketing science — causal inference, Marketing Mix Modeling, incrementality testing, revenue simulation, statistical rigor, saturation curve analysis, or churn prediction.

Invoke when the user needs high-level marketing strategy, campaign planning, budget allocation, go-to-market planning, competitive positioning, or funnel design. Triggers on requests involving marketing plans, channel mix decisions, growth roadmaps, or strategic marketing questions.

Invoke when the user needs help with paid advertising — campaign setup, audience targeting, bid strategies, ad creative recommendations, budget pacing, performance optimization, or media plans across Google Ads, Meta Ads, LinkedIn Ads, TikTok Ads, Pinterest Ads, Amazon Ads, programmatic, or retail media networks.

Invoke when the user wants to save brand knowledge to persistent memory, search past campaign learnings, sync session insights to a vector database, manage the knowledge graph, or configure the memory architecture. Triggers on requests involving long-term memory, RAG retrieval, knowledge storage, cross-session learnings, or "what worked before" queries.

Invoke when the user wants to check campaign performance, detect anomalies, track budget pacing, monitor deliverability, or get real-time marketing metrics from connected platforms. Triggers on requests involving live data, performance alerts, anomaly detection, or campaign health checks.

Invoke when the user needs help with digital PR, media outreach, press release writing, journalist pitching, HARO or Connectively responses, thought leadership strategy, newsjacking opportunities, E-E-A-T authority building, or executive branding. Triggers on requests involving press coverage, media relations, PR campaigns, or building domain authority through earned media.

Senior QA lead who orchestrates multi-dimensional content evaluation, synthesizes results across scoring dimensions, identifies quality risks, and recommends fixes before publication.

Invoke when the user needs help with search engine optimization, AI engine optimization (AEO), generative engine optimization (GEO), keyword research, technical SEO audits, content optimization for search, local SEO, link building strategy, or improving visibility in AI-generated answers and search features.