{
  "schemaVersion": 1,
  "agents": [
    {
      "id": "adobe-audience-agent",
      "name": "Adobe Audience Agent",
      "vendor": "Adobe",
      "url": "https://experienceleague.adobe.com/en/docs/cx-enterprise-ai/experience-cloud-ai/agents/audience",
      "category": "growth-acquisition",
      "summary": "Adobe agent for conversational audience exploration, audience insights, and guided audience creation.",
      "status": "published",
      "checked": "2026-10-01",
      "testing": "not-tested",
      "capabilities": [
        {
          "text": "Explores audiences conversationally, including audience sizes, attributes, inventory, and XDM fields.",
          "sources": [
            "audience-agent"
          ]
        },
        {
          "text": "Detects duplicate audiences and significant changes in audience size.",
          "sources": [
            "audience-agent"
          ]
        },
        {
          "text": "Guides creation of audiences by identifying characteristics, estimating size, and creating the audience after approval.",
          "sources": [
            "audience-agent"
          ]
        }
      ],
      "integrations": [
        {
          "text": "Supports Real-Time CDP B2B, B2C, and B2P editions, plus Adobe Journey Optimizer B2B and B2C editions.",
          "sources": [
            "agentic-ai"
          ]
        },
        {
          "text": "Operates through the conversational interface in AI Assistant.",
          "sources": [
            "agentic-ai"
          ]
        }
      ],
      "approval": "Audience creation requires approval of the audience characteristics and estimated size, followed by acceptance or rejection of the creation proposal.",
      "approvalSources": [
        "audience-agent"
      ],
      "pricing": "Unknown. Verify with vendor.",
      "limitations": [
        "Goal-based audience exploration is not currently supported.",
        "Data requires at least 24 hours of processing, so queries cannot look within the last 24 hours.",
        "Supported audience types are limited to people-based batch-segmented audiences and account-based audiences for conversational exploration and duplicate detection.",
        "The create-audience skill is available only to participants in the Agent Orchestrator Explorer program."
      ],
      "sources": [
        {
          "id": "audience-agent",
          "title": "Audience Agent",
          "url": "https://experienceleague.adobe.com/en/docs/cx-enterprise-ai/experience-cloud-ai/agents/audience",
          "checked": "2026-10-01"
        },
        {
          "id": "audience-overview",
          "title": "Audience Agent overview",
          "url": "https://experienceleague.adobe.com/en/docs/platform-learn/tutorials/ai-assistant/audience-agent-overview",
          "checked": "2026-10-01"
        },
        {
          "id": "agentic-ai",
          "title": "About Agentic AI in Adobe CX Enterprise",
          "url": "https://experienceleague.adobe.com/en/docs/cx-enterprise-ai/experience-cloud-ai/overview/agentic-ai",
          "checked": "2026-10-01"
        }
      ],
      "tasks": [
        {
          "id": "audience-creation",
          "label": "Audience creation",
          "capabilities": [
            {
              "text": "Guides creation of audiences by identifying characteristics, estimating size, and creating the audience after approval.",
              "sources": [
                "audience-agent"
              ]
            }
          ]
        }
      ],
      "canonical": "https://marketing-agent-directory.raoul-de-vries.workers.dev/agents/adobe-audience-agent/",
      "markdown": "https://marketing-agent-directory.raoul-de-vries.workers.dev/agents/adobe-audience-agent.md"
    },
    {
      "id": "adobe-data-insights-agent",
      "name": "Adobe Data Insights Agent",
      "vendor": "Adobe",
      "url": "https://experienceleague.adobe.com/en/docs/cx-enterprise-ai/experience-cloud-ai/agents/cja-data-insights-agent",
      "category": "analytics-operations",
      "summary": "A generative AI conversation agent in Adobe Customer Journey Analytics that builds and updates data visualizations in Analysis Workspace.",
      "status": "published",
      "checked": "2026-09-14",
      "testing": "not-tested",
      "capabilities": [
        {
          "text": "Builds and updates freeform tables and associated visualizations in Analysis Workspace from data-centric prompts.",
          "sources": [
            "guide"
          ]
        },
        {
          "text": "Supports follow-up questions using prior prompt context.",
          "sources": [
            "guide"
          ]
        },
        {
          "text": "Asks clarifying questions for ambiguous components and dimension items.",
          "sources": [
            "guide"
          ]
        }
      ],
      "integrations": [
        {
          "text": "Accessible through AI Assistant in Adobe Customer Journey Analytics.",
          "sources": [
            "guide"
          ]
        },
        {
          "text": "Can be accessed across Adobe CX Enterprise applications through Adobe Experience Platform Agent Orchestrator.",
          "sources": [
            "guide"
          ]
        }
      ],
      "approval": "Requires agreement to generative AI legal terms and administrator-granted permissions before organizational use.",
      "approvalSources": [
        "guide"
      ],
      "pricing": "Unknown. Verify with vendor.",
      "limitations": [
        "Availability is described as limited to eligible customers and contains conflicting end dates in the supplied documentation.",
        "It cannot provide inline summary responses in the chat rail.",
        "It supports only specified visualization types and does not support export, download, data-view management, or Analytics Dashboards app actions.",
        "A maximum of 50 data views can be enabled per IMS organization."
      ],
      "sources": [
        {
          "id": "guide",
          "title": "Visualize Data with Data Insights Agent",
          "url": "https://experienceleague.adobe.com/en/docs/cx-enterprise-ai/experience-cloud-ai/agents/cja-data-insights-agent",
          "checked": "2026-09-14"
        }
      ],
      "tasks": [
        {
          "id": "marketing-reporting",
          "label": "Marketing reporting",
          "capabilities": [
            {
              "text": "Builds and updates freeform tables and associated visualizations in Analysis Workspace from data-centric prompts.",
              "sources": [
                "guide"
              ]
            }
          ]
        }
      ],
      "canonical": "https://marketing-agent-directory.raoul-de-vries.workers.dev/agents/adobe-data-insights-agent/",
      "markdown": "https://marketing-agent-directory.raoul-de-vries.workers.dev/agents/adobe-data-insights-agent.md"
    },
    {
      "id": "adobe-experimentation-agent",
      "name": "Adobe Experimentation Agent",
      "vendor": "Adobe",
      "url": "https://experienceleague.adobe.com/en/docs/journey-optimizer-learn/tutorials/experimentation/experimentation-agent-overview",
      "category": "analytics-operations",
      "summary": "Speeds up digital optimization with insights, guided setup, and automated analysis.",
      "status": "published",
      "checked": "2026-10-02",
      "testing": "not-tested",
      "capabilities": [
        {
          "text": "Automates, analyzes, and synthesizes insights to identify high-impact experiments and growth opportunities from a centralized workspace.",
          "sources": [
            "agentic-ai"
          ]
        },
        {
          "text": "Provides insights, guided setup, and automated analysis for digital optimization.",
          "sources": [
            "experimentation-overview"
          ]
        }
      ],
      "integrations": [
        {
          "text": "AJO Experimentation Accelerator",
          "sources": [
            "agentic-ai"
          ]
        }
      ],
      "approval": "Not specified in supplied evidence.",
      "approvalSources": [
        "agentic-ai"
      ],
      "pricing": "Unknown. Verify with vendor.",
      "limitations": [
        "Supplied evidence does not specify the approval workflow for this agent."
      ],
      "sources": [
        {
          "id": "experimentation-overview",
          "title": "Experimentation Agent overview",
          "url": "https://experienceleague.adobe.com/en/docs/journey-optimizer-learn/tutorials/experimentation/experimentation-agent-overview",
          "checked": "2026-10-02"
        },
        {
          "id": "agentic-ai",
          "title": "About Agentic AI in Adobe CX Enterprise",
          "url": "https://experienceleague.adobe.com/en/docs/cx-enterprise-ai/experience-cloud-ai/overview/agentic-ai",
          "checked": "2026-10-02"
        }
      ],
      "tasks": [
        {
          "id": "experimentation-analysis",
          "label": "Experimentation analysis",
          "capabilities": [
            {
              "text": "Automates, analyzes, and synthesizes insights to identify high-impact experiments and growth opportunities from a centralized workspace.",
              "sources": [
                "agentic-ai"
              ]
            }
          ]
        }
      ],
      "canonical": "https://marketing-agent-directory.raoul-de-vries.workers.dev/agents/adobe-experimentation-agent/",
      "markdown": "https://marketing-agent-directory.raoul-de-vries.workers.dev/agents/adobe-experimentation-agent.md"
    },
    {
      "id": "adverity-atlas",
      "name": "Adverity Atlas",
      "vendor": "Adverity",
      "url": "https://www.adverity.com/",
      "category": "analytics-operations",
      "summary": "Marketing analysis through SQL queries against an existing data warehouse.",
      "status": "published",
      "checked": "2026-09-11",
      "testing": "not-tested",
      "capabilities": [
        {
          "text": "Executes SQL to investigate marketing questions",
          "sources": [
            "product"
          ]
        },
        {
          "text": "Supports scheduled analytical automations",
          "sources": [
            "product"
          ]
        }
      ],
      "integrations": [
        {
          "text": "Snowflake, BigQuery, Databricks and Redshift",
          "sources": [
            "product"
          ]
        }
      ],
      "approval": "Scheduled analysis is documented; granular approval controls have not been verified",
      "approvalSources": [
        "product"
      ],
      "pricing": "Unknown. Verify with vendor.",
      "limitations": [
        "Not independently tested. Query accuracy and warehouse permissions need evaluation.",
        "Atlas and Adverity Connect are separate products; Connect connectors are not attributed to Atlas."
      ],
      "sources": [
        {
          "id": "product",
          "title": "Adverity Atlas product documentation",
          "url": "https://www.adverity.com/",
          "checked": "2026-09-11"
        }
      ],
      "tasks": [
        {
          "id": "marketing-data-research",
          "label": "Marketing data research",
          "capabilities": [
            {
              "text": "Executes SQL to investigate marketing questions",
              "sources": [
                "product"
              ]
            }
          ]
        }
      ],
      "canonical": "https://marketing-agent-directory.raoul-de-vries.workers.dev/agents/adverity-atlas/",
      "markdown": "https://marketing-agent-directory.raoul-de-vries.workers.dev/agents/adverity-atlas.md"
    },
    {
      "id": "airops-quill",
      "name": "AirOps Quill",
      "vendor": "AirOps",
      "url": "https://www.airops.com/platform",
      "category": "seo-content",
      "summary": "AI search growth platform with Quill, an AI agent captain focused on driving results in AI search.",
      "status": "published",
      "checked": "2026-09-29",
      "testing": "not-tested",
      "capabilities": [
        {
          "text": "Agents can research, create, publish, review, monitor, and refresh content.",
          "sources": [
            "platform"
          ]
        },
        {
          "text": "Supports AI search intelligence, opportunity analysis, and measurement connected to conversions and revenue.",
          "sources": [
            "platform"
          ]
        },
        {
          "text": "Quill is presented as an AI agent captain for AI search.",
          "sources": [
            "launch"
          ]
        }
      ],
      "integrations": [
        {
          "text": "Supports MCP connector support and native external tool connectors.",
          "sources": [
            "platform"
          ]
        },
        {
          "text": "Offers native CMS integrations for creating, refreshing, and publishing owned content.",
          "sources": [
            "platform"
          ]
        }
      ],
      "approval": "Agents can pause execution for reviewer edits or approval, then resume after review.",
      "approvalSources": [
        "platform"
      ],
      "pricing": "Unknown. Verify with vendor.",
      "limitations": [
        "Not tested.",
        "Offsite content placement requires the team's review of the rationale before proceeding.",
        "Marketing claims and reported outcomes are vendor-provided."
      ],
      "sources": [
        {
          "id": "launch",
          "title": "The Next Chapter for AirOps",
          "url": "https://www.airops.com/blog/announcing-quill",
          "checked": "2026-09-29"
        },
        {
          "id": "platform",
          "title": "The growth system for the AI-first buyer journey",
          "url": "https://www.airops.com/platform",
          "checked": "2026-09-29"
        }
      ],
      "tasks": [
        {
          "id": "content-creation-publishing",
          "label": "Content creation and publishing",
          "capabilities": [
            {
              "text": "Agents can research, create, publish, review, monitor, and refresh content.",
              "sources": [
                "platform"
              ]
            }
          ]
        },
        {
          "id": "seo-ai-search-analysis",
          "label": "SEO and AI search analysis",
          "capabilities": [
            {
              "text": "Supports AI search intelligence, opportunity analysis, and measurement connected to conversions and revenue.",
              "sources": [
                "platform"
              ]
            }
          ]
        }
      ],
      "canonical": "https://marketing-agent-directory.raoul-de-vries.workers.dev/agents/airops-quill/",
      "markdown": "https://marketing-agent-directory.raoul-de-vries.workers.dev/agents/airops-quill.md"
    },
    {
      "id": "hubspot-data-agent",
      "name": "HubSpot Data Agent",
      "vendor": "HubSpot",
      "url": "https://knowledge.hubspot.com/data-management/use-data-agent",
      "category": "analytics-operations",
      "summary": "Uses AI to populate CRM properties, perform data actions in workflows, and research and analyze data in Data Studio.",
      "status": "published",
      "checked": "2026-09-12",
      "testing": "not-tested",
      "capabilities": [
        {
          "text": "Populate smart properties using prompts and sources including web research, company websites, property data, and call transcripts.",
          "sources": [
            "setup"
          ]
        },
        {
          "text": "Use Fill Smart Property and Research actions in workflows.",
          "sources": [
            "setup"
          ]
        },
        {
          "text": "Research and analyze data to add smart columns in Data Studio.",
          "sources": [
            "setup"
          ]
        }
      ],
      "integrations": [
        {
          "text": "HubSpot CRM properties.",
          "sources": [
            "setup"
          ]
        },
        {
          "text": "HubSpot workflows.",
          "sources": [
            "setup"
          ]
        },
        {
          "text": "HubSpot Data Studio.",
          "sources": [
            "setup"
          ]
        }
      ],
      "approval": "Smart property setup includes reviewing a preview and applying changes before creating the property. The evidence does not establish approval requirements for each subsequent agent response or workflow action.",
      "approvalSources": [
        "setup"
      ],
      "pricing": "Unknown. Verify with vendor.",
      "limitations": [
        "Requires HubSpot Credits, consumed when the agent generates a response to one prompt for one record.",
        "Requires specified AI settings and Data Agent user access to be enabled.",
        "HubSpot advises avoiding sensitive information in AI inputs, including prompts."
      ],
      "sources": [
        {
          "id": "setup",
          "title": "Set up and use the data agent",
          "url": "https://knowledge.hubspot.com/data-management/use-data-agent",
          "checked": "2026-09-12"
        }
      ],
      "tasks": [
        {
          "id": "marketing-data-research",
          "label": "Marketing data research",
          "capabilities": [
            {
              "text": "Research and analyze data to add smart columns in Data Studio.",
              "sources": [
                "setup"
              ]
            }
          ]
        }
      ],
      "canonical": "https://marketing-agent-directory.raoul-de-vries.workers.dev/agents/hubspot-data-agent/",
      "markdown": "https://marketing-agent-directory.raoul-de-vries.workers.dev/agents/hubspot-data-agent.md"
    },
    {
      "id": "hubspot-prospecting-agent",
      "name": "HubSpot Prospecting Agent",
      "vendor": "HubSpot",
      "url": "https://knowledge.hubspot.com/prospecting/use-the-prospecting-agent",
      "category": "growth-acquisition",
      "summary": "Researches contacts and target accounts and generates sales outreach emails, with configurable review or automatic sending.",
      "status": "published",
      "checked": "2026-09-12",
      "testing": "not-tested",
      "capabilities": [
        {
          "text": "Research contacts and execute email outreach strategies.",
          "sources": [
            "setup"
          ]
        },
        {
          "text": "Enroll contacts manually or automatically using rulesets.",
          "sources": [
            "setup"
          ]
        },
        {
          "text": "Research target accounts and generate emails without enrolling companies.",
          "sources": [
            "setup"
          ]
        },
        {
          "text": "Configure outreach send windows, frequency, and tone.",
          "sources": [
            "setup"
          ]
        }
      ],
      "integrations": [
        {
          "text": "Uses HubSpot CRM contact and company ownership to select outreach senders.",
          "sources": [
            "setup"
          ]
        },
        {
          "text": "Sends outreach through connected email inboxes.",
          "sources": [
            "setup"
          ]
        },
        {
          "text": "Can include HubSpot documents and HubSpot or external meeting links in outreach.",
          "sources": [
            "setup"
          ]
        }
      ],
      "approval": "Configurable: Review before sending requires approval of each message. Send automatically sends emails without review based on outreach settings.",
      "approvalSources": [
        "setup"
      ],
      "pricing": "Unknown. Verify with vendor.",
      "limitations": [
        "HubSpot Credits are consumed when a lead is enrolled for prospecting.",
        "Actions requiring HubSpot Credits cannot be completed in sandbox accounts.",
        "Setup and use require Super Admin or Access prospecting agent permissions.",
        "Only the default brand voice is supported. Additional brand voices created using the Brands add-on are not supported."
      ],
      "sources": [
        {
          "id": "setup",
          "title": "Set up and use the prospecting agent",
          "url": "https://knowledge.hubspot.com/prospecting/use-the-prospecting-agent",
          "checked": "2026-09-12"
        }
      ],
      "tasks": [
        {
          "id": "prospect-research-outreach",
          "label": "Prospect research and outreach",
          "capabilities": [
            {
              "text": "Research contacts and execute email outreach strategies.",
              "sources": [
                "setup"
              ]
            }
          ]
        }
      ],
      "canonical": "https://marketing-agent-directory.raoul-de-vries.workers.dev/agents/hubspot-prospecting-agent/",
      "markdown": "https://marketing-agent-directory.raoul-de-vries.workers.dev/agents/hubspot-prospecting-agent.md"
    },
    {
      "id": "jasper-seo-aeo-geo-rewriter",
      "name": "Jasper SEO/AEO/GEO Rewriter Agent",
      "vendor": "Jasper",
      "url": "https://www.jasper.ai/agents/seo-aeo-geo-rewriter",
      "category": "seo-content",
      "summary": "Jasper describes an agent that rewrites existing pages and posts for search and answer engines using search intent, entity coverage, and brand guidance.",
      "status": "published",
      "checked": "2026-09-13",
      "testing": "not-tested",
      "capabilities": [
        {
          "text": "Rewrites existing content into concise sections that lead with direct answers and align with search intent.",
          "sources": [
            "product"
          ]
        },
        {
          "text": "Applies keyword clustering, enriches entity coverage, and adds location-specific context.",
          "sources": [
            "product"
          ]
        },
        {
          "text": "Adjusts tone, length, headings, and structure using brand and audience guidance.",
          "sources": [
            "product"
          ]
        }
      ],
      "integrations": [
        {
          "text": "Works with Jasper IQ, including Brand Voice, Style Guide, Audiences, and Jasper Knowledge Base.",
          "sources": [
            "product"
          ]
        }
      ],
      "approval": "The supplied source does not specify human approval requirements or a review workflow.",
      "approvalSources": [
        "product"
      ],
      "pricing": "Unknown. Verify with vendor.",
      "limitations": [
        "Capabilities are vendor descriptions and have not been independently tested.",
        "Search visibility and ranking improvements are not verified by the supplied evidence.",
        "Plan availability is unclear because the supplied page includes both Pro and Business Only labels."
      ],
      "sources": [
        {
          "id": "product",
          "title": "The SEO/AEO/GEO Rewriter AI Agent purpose-built for marketing | Jasper",
          "url": "https://www.jasper.ai/agents/seo-aeo-geo-rewriter",
          "checked": "2026-09-13"
        }
      ],
      "tasks": [
        {
          "id": "seo-rewriting",
          "label": "SEO rewriting",
          "capabilities": [
            {
              "text": "Rewrites existing content into concise sections that lead with direct answers and align with search intent.",
              "sources": [
                "product"
              ]
            }
          ]
        }
      ],
      "canonical": "https://marketing-agent-directory.raoul-de-vries.workers.dev/agents/jasper-seo-aeo-geo-rewriter/",
      "markdown": "https://marketing-agent-directory.raoul-de-vries.workers.dev/agents/jasper-seo-aeo-geo-rewriter.md"
    },
    {
      "id": "klaviyo-marketing-agent",
      "name": "Klaviyo K:AI Marketing Agent",
      "vendor": "Klaviyo",
      "url": "https://www.klaviyo.com/blog/introducing-kai-marketing-agent",
      "category": "growth-acquisition",
      "summary": "Klaviyo describes Marketing Agent as an AI agent embedded in its platform that prepares marketing plans, campaigns, flows, and signup forms for marketer review and launch.",
      "status": "published",
      "checked": "2026-09-13",
      "testing": "not-tested",
      "capabilities": [
        {
          "text": "Generates a marketing plan and campaign drafts from a supplied URL.",
          "sources": [
            "introduction"
          ]
        },
        {
          "text": "Prepares campaigns, flows, and signup forms for review and approval.",
          "sources": [
            "introduction"
          ]
        },
        {
          "text": "Generates emails and audience targeting alongside campaign ideas.",
          "sources": [
            "introduction"
          ]
        }
      ],
      "integrations": [
        {
          "text": "Embedded directly in the Klaviyo platform.",
          "sources": [
            "introduction"
          ]
        }
      ],
      "approval": "The vendor states that marketers review and approve assets before launch and that every generated campaign is reviewed and launched by the marketer.",
      "approvalSources": [
        "introduction"
      ],
      "pricing": "Unknown. Verify with vendor.",
      "limitations": [
        "Capabilities are based on vendor descriptions and have not been independently tested.",
        "The supplied article labels advanced recommendations, continuous optimization, and omnichannel execution as coming soon. Current availability is not established by this evidence.",
        "The supplied evidence does not establish agent-specific third-party integrations or pricing."
      ],
      "sources": [
        {
          "id": "introduction",
          "title": "Meet K:AI Marketing Agent: Launch, Scale, & Optimize without Prompts",
          "url": "https://www.klaviyo.com/blog/introducing-kai-marketing-agent",
          "checked": "2026-09-13"
        }
      ],
      "tasks": [
        {
          "id": "email-ideation",
          "label": "Email ideation",
          "capabilities": [
            {
              "text": "Generates emails and audience targeting alongside campaign ideas.",
              "sources": [
                "introduction"
              ]
            }
          ]
        }
      ],
      "canonical": "https://marketing-agent-directory.raoul-de-vries.workers.dev/agents/klaviyo-marketing-agent/",
      "markdown": "https://marketing-agent-directory.raoul-de-vries.workers.dev/agents/klaviyo-marketing-agent.md"
    },
    {
      "id": "madgicx-ai-marketer",
      "name": "Madgicx AI Marketer",
      "vendor": "Madgicx",
      "url": "https://madgicx.com/ai-marketer",
      "category": "growth-acquisition",
      "summary": "Meta advertising audits with recommended changes for human approval.",
      "status": "published",
      "checked": "2026-09-11",
      "testing": "not-tested",
      "capabilities": [
        {
          "text": "Audits the ad account daily and recommends optimizations",
          "sources": [
            "academy"
          ]
        },
        {
          "text": "Prepares changes that the user can review and launch",
          "sources": [
            "academy"
          ]
        }
      ],
      "integrations": [
        {
          "text": "Meta Ads",
          "sources": [
            "product"
          ]
        }
      ],
      "approval": "The user reviews proposed settings and selects Launch to execute",
      "approvalSources": [
        "academy"
      ],
      "pricing": "Unknown. Verify with vendor.",
      "limitations": [
        "Not independently tested. Advertising performance improvements are unverified.",
        "Integrations for separate reporting products are not attributed to AI Marketer."
      ],
      "sources": [
        {
          "id": "product",
          "title": "AI Marketer product page",
          "url": "https://madgicx.com/ai-marketer",
          "checked": "2026-09-11"
        },
        {
          "id": "academy",
          "title": "How to use AI Marketer",
          "url": "https://academy.madgicx.com/lessons/how-to-use-ai-marketer",
          "checked": "2026-09-11"
        }
      ],
      "tasks": [
        {
          "id": "advertising-optimization",
          "label": "Advertising optimization",
          "capabilities": [
            {
              "text": "Audits the ad account daily and recommends optimizations",
              "sources": [
                "academy"
              ]
            }
          ]
        }
      ],
      "canonical": "https://marketing-agent-directory.raoul-de-vries.workers.dev/agents/madgicx-ai-marketer/",
      "markdown": "https://marketing-agent-directory.raoul-de-vries.workers.dev/agents/madgicx-ai-marketer.md"
    },
    {
      "id": "optimizely-email-ideation",
      "name": "Optimizely Email Ideation",
      "vendor": "Optimizely",
      "url": "https://support.optimizely.com/hc/en-us/articles/46944502030861-Email-Ideation-agent",
      "category": "growth-acquisition",
      "summary": "Optimizely Opal agent for brainstorming five to seven newsletter themes and content angles based on a business niche and current goals.",
      "status": "published",
      "checked": "2026-09-28",
      "testing": "not-tested",
      "capabilities": [
        {
          "text": "Generates five to seven newsletter concepts with hooks, subject lines, CTA strategies, and a creative brief.",
          "sources": [
            "optimizely-email-ideation-agent"
          ]
        },
        {
          "text": "Accepts Current Focus and optional Time of Year inputs.",
          "sources": [
            "optimizely-email-ideation-agent"
          ]
        },
        {
          "text": "Can be used in a workflow agent.",
          "sources": [
            "optimizely-email-ideation-agent"
          ]
        }
      ],
      "integrations": [
        {
          "text": "Runs in Optimizely Opal Chat using @email_ideation.",
          "sources": [
            "optimizely-email-ideation-agent"
          ]
        },
        {
          "text": "Uses the create_canvas and ask_user_question tools.",
          "sources": [
            "optimizely-email-ideation-agent"
          ]
        }
      ],
      "approval": "Administrator or appropriately permissioned user installation is required.",
      "approvalSources": [
        "optimizely-email-ideation-agent",
        "optimizely-agent-directory"
      ],
      "pricing": "Unknown. Verify with vendor.",
      "limitations": [
        "Not tested.",
        "Generative AI can be turned off by administrators using Opti ID.",
        "The agent has no file inputs."
      ],
      "sources": [
        {
          "id": "optimizely-email-ideation-agent",
          "title": "Email Ideation agent",
          "url": "https://support.optimizely.com/hc/en-us/articles/46944502030861-Email-Ideation-agent",
          "checked": "2026-09-28"
        },
        {
          "id": "optimizely-agent-directory",
          "title": "Agents in the Agent Directory",
          "url": "https://support.optimizely.com/hc/en-us/articles/39295834770957-Agents-in-the-Agent-Directory",
          "checked": "2026-09-28"
        },
        {
          "id": "optimizely-agent-overview",
          "title": "Agent overview",
          "url": "https://support.optimizely.com/hc/en-us/articles/39407442255245-Agent-overview",
          "checked": "2026-09-28"
        }
      ],
      "tasks": [
        {
          "id": "email-ideation",
          "label": "Email ideation",
          "capabilities": [
            {
              "text": "Generates five to seven newsletter concepts with hooks, subject lines, CTA strategies, and a creative brief.",
              "sources": [
                "optimizely-email-ideation-agent"
              ]
            }
          ]
        }
      ],
      "canonical": "https://marketing-agent-directory.raoul-de-vries.workers.dev/agents/optimizely-email-ideation/",
      "markdown": "https://marketing-agent-directory.raoul-de-vries.workers.dev/agents/optimizely-email-ideation.md"
    },
    {
      "id": "optimizely-marketing-analyst",
      "name": "Optimizely Marketing Analyst",
      "vendor": "Optimizely",
      "url": "https://support.optimizely.com/hc/en-us/articles/47378703065485-Marketing-Analyst",
      "category": "analytics-operations",
      "summary": "A scheduled Optimizely Opal workflow agent that turns connected GA4 data into decision-ready traffic, content, and conversion reports.",
      "status": "published",
      "checked": "2026-09-27",
      "testing": "not-tested",
      "capabilities": [
        {
          "text": "Analyzes traffic, content, and conversion performance against the prior period and recommends next actions.",
          "sources": [
            "marketing-analyst"
          ]
        },
        {
          "text": "Scans site performance data daily for anomalies and generates prioritized insights and action items.",
          "sources": [
            "marketing-analyst"
          ]
        },
        {
          "text": "Delivers reports each morning and supports follow-up questions in the same conversation.",
          "sources": [
            "marketing-analyst"
          ]
        }
      ],
      "integrations": [
        {
          "text": "Google Analytics 4 (GA4), used to read traffic, content, and conversion data.",
          "sources": [
            "marketing-analyst"
          ]
        },
        {
          "text": "Google Search Console, used to read search performance data.",
          "sources": [
            "marketing-analyst"
          ]
        }
      ],
      "approval": "An Opal administrator must enable the Marketing Analyst and connect available tools for the organization.",
      "approvalSources": [
        "marketing-analyst",
        "opal-features"
      ],
      "pricing": "Unknown. Verify with vendor.",
      "limitations": [
        "Requires an Opal administrator to enable the agent and connect tools.",
        "Only jobs and tools enabled or connected by an administrator are displayed.",
        "Users without Opti ID are not eligible for Optimizely Opal."
      ],
      "sources": [
        {
          "id": "marketing-analyst",
          "title": "Marketing Analyst",
          "url": "https://support.optimizely.com/hc/en-us/articles/47378703065485-Marketing-Analyst",
          "checked": "2026-09-27"
        },
        {
          "id": "opal-features",
          "title": "Optimizely Opal and AI features",
          "url": "https://support.optimizely.com/hc/en-us/articles/23727985454861-Optimizely-Opal-and-AI-features",
          "checked": "2026-09-27"
        }
      ],
      "tasks": [
        {
          "id": "marketing-reporting",
          "label": "Marketing reporting",
          "capabilities": [
            {
              "text": "Delivers reports each morning and supports follow-up questions in the same conversation.",
              "sources": [
                "marketing-analyst"
              ]
            }
          ]
        }
      ],
      "canonical": "https://marketing-agent-directory.raoul-de-vries.workers.dev/agents/optimizely-marketing-analyst/",
      "markdown": "https://marketing-agent-directory.raoul-de-vries.workers.dev/agents/optimizely-marketing-analyst.md"
    },
    {
      "id": "optimizely-seo-ai-search-analyst",
      "name": "Optimizely SEO & AI Search Analyst",
      "vendor": "Optimizely",
      "url": "https://support.optimizely.com/hc/en-us/articles/47378551363853-SEO-AI-Search-Analyst",
      "category": "seo-content",
      "summary": "An Optimizely Opal virtual teammate for monitoring SEO and AI search visibility, researching opportunities, and delivering prioritized findings.",
      "status": "published",
      "checked": "2026-09-15",
      "testing": "not-tested",
      "capabilities": [
        {
          "text": "Audits pages for answer engine optimization readiness, including structured data gaps, AI crawler accessibility issues, and content format problems.",
          "sources": [
            "guide"
          ]
        },
        {
          "text": "Researches SEO and AI search trends and competitor moves.",
          "sources": [
            "guide"
          ]
        },
        {
          "text": "Monitors SEO and generative engine optimization signals for anomalies.",
          "sources": [
            "guide"
          ]
        },
        {
          "text": "Researches keyword gaps and opportunities, then provides a ranked digest by estimated impact.",
          "sources": [
            "guide"
          ]
        },
        {
          "text": "Delivers a prioritized briefing in a message each morning.",
          "sources": [
            "guide"
          ]
        }
      ],
      "integrations": [
        {
          "text": "Google Analytics 4, for traffic and visibility data.",
          "sources": [
            "guide"
          ]
        },
        {
          "text": "Google Search Console, for search performance and keyword data.",
          "sources": [
            "guide"
          ]
        },
        {
          "text": "Conductor, for AI search brand and competitor visibility data.",
          "sources": [
            "guide"
          ]
        },
        {
          "text": "Optionally uses Optimizely Analytics Agent Visibility Analytics dashboard data and Optimizely Content Management System information.",
          "sources": [
            "guide"
          ]
        }
      ],
      "approval": "Administrator enablement is required. Permission is required before it runs agents to address flagged issues.",
      "approvalSources": [
        "guide"
      ],
      "pricing": "Unknown. Verify with vendor.",
      "limitations": [
        "Only jobs enabled by an administrator are displayed.",
        "Only tools connected by an administrator are displayed.",
        "Google Analytics 4, Google Search Console, and Conductor must be connected for the listed jobs to have their stated data sources.",
        "The agent runs follow-up agents only with permission."
      ],
      "sources": [
        {
          "id": "guide",
          "title": "SEO & AI Search Analyst",
          "url": "https://support.optimizely.com/hc/en-us/articles/47378551363853-SEO-AI-Search-Analyst",
          "checked": "2026-09-15"
        }
      ],
      "tasks": [
        {
          "id": "seo-ai-search-analysis",
          "label": "SEO and AI search analysis",
          "capabilities": [
            {
              "text": "Audits pages for answer engine optimization readiness, including structured data gaps, AI crawler accessibility issues, and content format problems.",
              "sources": [
                "guide"
              ]
            }
          ]
        }
      ],
      "canonical": "https://marketing-agent-directory.raoul-de-vries.workers.dev/agents/optimizely-seo-ai-search-analyst/",
      "markdown": "https://marketing-agent-directory.raoul-de-vries.workers.dev/agents/optimizely-seo-ai-search-analyst.md"
    },
    {
      "id": "profound-agents",
      "name": "Profound Agents",
      "vendor": "Profound",
      "url": "https://www.tryprofound.com/features/agents",
      "category": "seo-content",
      "summary": "A modular workflow builder for automating AEO research, content workflows, and connected publishing.",
      "status": "published",
      "checked": "2026-10-10",
      "testing": "not-tested",
      "capabilities": [
        {
          "text": "Builds node-based workflows that can query Profound data, prompt AI models, fetch web content, and publish to connected platforms.",
          "sources": [
            "documentation"
          ]
        },
        {
          "text": "Provides pre-built templates for workflows including content refresh, AEO FAQ generation, competitive research, and net-new content creation.",
          "sources": [
            "product",
            "documentation"
          ]
        },
        {
          "text": "Supports conditional logic, iterations, and spreadsheet-driven parallel Agent runs.",
          "sources": [
            "documentation"
          ]
        }
      ],
      "integrations": [
        {
          "text": "Can publish content to a connected CMS.",
          "sources": [
            "product",
            "documentation"
          ]
        },
        {
          "text": "Can send Answer Engine Insights reports to Slack.",
          "sources": [
            "documentation"
          ]
        },
        {
          "text": "Sheets can accept a CSV upload or connect to Google Sheets for row-based Agent runs.",
          "sources": [
            "documentation"
          ]
        }
      ],
      "approval": "Agent runs include an approval step before publishing, and generated content can be reviewed, edited, or held before publication.",
      "approvalSources": [
        "product"
      ],
      "pricing": "Unknown. Verify with vendor.",
      "limitations": [
        "Not tested independently.",
        "Available evidence does not specify supported CMS platforms or the full set of connected tools."
      ],
      "sources": [
        {
          "id": "product",
          "title": "Profound Agents",
          "url": "https://www.tryprofound.com/features/agents",
          "checked": "2026-10-10"
        },
        {
          "id": "documentation",
          "title": "About Agents",
          "url": "https://help.tryprofound.com/articles/9762251986",
          "checked": "2026-10-10"
        }
      ],
      "tasks": [],
      "canonical": "https://marketing-agent-directory.raoul-de-vries.workers.dev/agents/profound-agents/",
      "markdown": "https://marketing-agent-directory.raoul-de-vries.workers.dev/agents/profound-agents.md"
    },
    {
      "id": "seo-ai",
      "name": "SEO.AI",
      "vendor": "SEO.AI",
      "url": "https://seo.ai/",
      "category": "seo-content",
      "summary": "Content research, writing and CMS publishing with configurable review.",
      "status": "published",
      "checked": "2026-09-11",
      "testing": "not-tested",
      "capabilities": [
        {
          "text": "Researches keywords and writes content",
          "sources": [
            "product"
          ]
        },
        {
          "text": "Publishes content automatically or saves drafts for review",
          "sources": [
            "product"
          ]
        }
      ],
      "integrations": [
        {
          "text": "WordPress",
          "sources": [
            "plugin"
          ]
        }
      ],
      "approval": "Automatic publishing or review before publication",
      "approvalSources": [
        "product"
      ],
      "pricing": "Unknown. Verify with vendor.",
      "limitations": [
        "Not independently tested. Output quality and ranking impact are unverified.",
        "Only WordPress integration is listed here; this is not an exhaustive integration inventory."
      ],
      "sources": [
        {
          "id": "product",
          "title": "SEO.AI product documentation",
          "url": "https://seo.ai/",
          "checked": "2026-09-11"
        },
        {
          "id": "plugin",
          "title": "SEO.AI Publisher on WordPress.org",
          "url": "https://wordpress.org/plugins/seo-ai-publisher/",
          "checked": "2026-09-11"
        }
      ],
      "tasks": [
        {
          "id": "content-creation-publishing",
          "label": "Content creation and publishing",
          "capabilities": [
            {
              "text": "Researches keywords and writes content",
              "sources": [
                "product"
              ]
            },
            {
              "text": "Publishes content automatically or saves drafts for review",
              "sources": [
                "product"
              ]
            }
          ]
        }
      ],
      "canonical": "https://marketing-agent-directory.raoul-de-vries.workers.dev/agents/seo-ai/",
      "markdown": "https://marketing-agent-directory.raoul-de-vries.workers.dev/agents/seo-ai.md"
    }
  ]
}