Agent Library

    Production-Ready AI Agents

    Deploy autonomous agents for GTM, Marketing, Revenue, and SEO workflows. Each agent integrates with your existing stack and delivers measurable value.

    Strategy

    Competitive Intelligence Console

    Client deployment — BlueConic: replaced a manual monthly competitive deck with a real-time executive console.

    Strategy

    Competitive Radar Agent

    Scans competitor activity, analyzes messaging patterns, and detects market shifts.

    GTM

    GTM Intelligence Agent

    Prioritizes accounts using pipeline + intent + fit signals.

    Sales

    Account Intelligence Agent

    Summaries + personalized introductions based on buyer insights.

    Revenue

    Intent Discovery Agent

    Surfaces multi-signal buyer intent across search, content, CRM, and behavior.

    Marketing

    Marketing Intelligence Agent

    Unifies GA4, GSC, Ads, and CRM to expose high-impact opportunities.

    SEO

    SEO / AEO Agent

    Built for the AI search era — monitors SEO & AEO performance, tracks LLM trust scores, and adapts content for answer engines.

    Marketing

    Automated Content AI Agent

    Autonomous content engine powered by SEMrush data, RAG reasoning, and AI-driven generation.

    Agent reference

    What each agent does, what it reads, and what it produces. Every one of these is running in production on a client's own infrastructure.

    Competitive Intelligence Console

    Strategy

    Built for BlueConic (the customer data platform), this production system replaced the manual Monthly Market Trends & Competitive Intelligence deck with a real-time console that leadership, PMM, Product, and Sales use as a single source of truth — competitor moves, market trends, analyst insights, and 'How We Win' strategic guidance. Under the hood: automated n8n data-gathering workflows, a cost-tiered scraping architecture (free RSS and sitemap polling first, paid scraping only as a last resort), Supabase edge functions for AI processing and validation, and a front-end that renders only validated intelligence — no client-side AI guesswork. One of five-plus agents shipped for this client. The 60-second promo above shows it live.

    Use cases

    • Executive competitive-intelligence console
    • Automated competitor & market-move tracking
    • Analyst insight ingestion & classification
    • 'How We Win' battlecard guidance
    • Replacing manual CI decks with live intelligence

    Reads

    Competitor sites & RSS feeds, XML sitemaps, analyst reports, market news, CRM competitive mentions

    Produces

    Real-time CI console, market-move feed, trend reports, How-We-Win guidance, executive digest

    Competitive Radar Agent

    Strategy

    The Competitive Radar Agent continuously scans competitor activity, analyzes messaging patterns, and detects market shifts using SEMrush data and automated web intelligence. It highlights competitive strengths and weaknesses, uncovers strategic whitespace, and generates differentiated positioning and battlecards to help companies win their category.

    Use cases

    • Competitor content monitoring
    • Market & narrative shift detection
    • Messaging differentiation
    • Category whitespace identification
    • Competitive positioning & battlecards

    Reads

    SEMrush keyword & visibility data, Competitor website scans, Blogs, product pages, announcements, Messaging themes & category claims, CRM / Gong competitive mentions

    Produces

    Competitor profiles & snapshots, Positioning matrices, Messaging counterplays, Narrative trend reports, White-space opportunities

    GTM Intelligence Agent

    GTM

    The GTM Intelligence Agent analyzes your entire pipeline, combining buyer intent signals with fit scores to surface the accounts most likely to convert. It continuously monitors changes and alerts your team to high-priority opportunities.

    Use cases

    • Account prioritization and scoring
    • Pipeline health monitoring
    • Intent signal correlation
    • Territory optimization

    Reads

    CRM data, intent signals, firmographic data

    Produces

    Prioritized account lists, engagement recommendations, alerts

    Account Intelligence Agent

    Sales

    Generates comprehensive account summaries and crafts personalized outreach sequences based on deep buyer insights, social signals, and engagement history.

    Use cases

    • Personalized email sequences
    • Social selling enablement
    • Account research automation
    • Warm introduction pathways

    Reads

    LinkedIn profiles, company news, CRM history

    Produces

    Account briefs, personalized messaging, connection paths

    Intent Discovery Agent

    Revenue

    Aggregates and analyzes intent signals from multiple sources including search behavior, content consumption, and CRM activity to identify buyers actively in-market.

    Use cases

    • Early buying signal detection
    • Content consumption tracking
    • Search intent analysis
    • Competitive intelligence

    Reads

    Web analytics, search data, content engagement

    Produces

    Intent scores, buyer journey mapping, timing recommendations

    Marketing Intelligence Agent

    Marketing

    Connects your marketing stack to surface optimization opportunities, identify attribution gaps, and recommend budget allocation adjustments.

    Use cases

    • Cross-channel attribution
    • Campaign optimization
    • Budget allocation insights
    • Performance anomaly detection

    Reads

    GA4, Google Search Console, Ad platforms, CRM

    Produces

    Performance dashboards, recommendations, alerts

    SEO / AEO Agent

    SEO

    The SEO/AEO Agent is purpose-built for the rapidly evolving world of Answer Engine Optimization. As AI search transforms how users discover content, traditional SEO alone is no longer enough. This agent continuously monitors both traditional SEO metrics and emerging AEO signals — including LLM Trust Scores, GEO visibility, content quality depth, and AI search performance. It tracks keyword universes, generates optimized content briefs, and provides actionable score trends over time. The agent detects shifts in how AI models interpret and surface your content, ensuring your brand stays visible in ChatGPT, Perplexity, Google AI Overviews, and other answer engines. With real-time dashboards showing Technical SEO Score, Content Quality Score, GEO Score, Benchmark comparisons, and Keyword tracking, this agent gives you the intelligence needed to win in both traditional search and the new AI-powered discovery landscape.

    Use cases

    • SEO + AEO performance tracking
    • LLM Trust Score monitoring
    • AI search visibility optimization
    • Content quality & depth analysis
    • Keyword universe management

    Reads

    Website content, GSC data, competitor analysis, AI search behavior, content performance metrics

    Produces

    SEO/AEO dashboards, LLM Trust Scores, GEO visibility reports, content briefs, score trend analysis

    Automated Content AI Agent

    Marketing

    The Automated Content AI Agent is one of AnalyzeLens' most advanced agentic systems — a fully autonomous market intelligence engine powered by SEMrush data, RAG-enhanced reasoning, and AI-driven content generation. It combines external intelligence via SEMrush for competitor keyword movements and content performance, deep reasoning through a custom RAG pipeline storing competitor messaging patterns and semantic topic clusters, and autonomous content generation that produces differentiated blog posts, executive POVs, category narratives, positioning statements, and competitive battlecards. This agent operates like a virtual competitive analyst, market strategist, SEO expert, content marketer, and positioning consultant — all running continuously, powered by real data, and aligned to your GTM strategy.

    Use cases

    • SEMrush-powered competitive intelligence
    • RAG-enhanced strategic reasoning
    • Autonomous content & positioning generation
    • Market narrative & trend detection
    • Battlecard & counter-messaging creation

    Reads

    SEMrush keyword & visibility data, Competitor website scans, Historical content trends, Product feature claims, Semantic topic clusters

    Produces

    Differentiated blog posts, Executive POVs, Category narratives, Positioning statements, Competitive battlecards, Counter-messaging scripts

    Need a Custom Agent?

    We can design and deploy custom agents tailored to your specific workflows and data sources.

    Talk to Our Team