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Overview

ChatFeatured features a Unified AI Agent that unifies AI search analytics, content strategy, technical auditing, CMS publishing, and task automation in a single conversation. Rather than switching between separate tools or bots, the agent maintains full context of your brand and automatically transitions across 6 specialized operating modes based on what you ask:

Analytics

Analyzes brand visibility, sentiment, source citations, competitor gaps, and edge crawler bot traffic across AI answer engines.

Brand

Manages your Brand Book guidelines, buyer personas, tracked prompt queries, tags, and competitor entity configurations.

Content

Transforms zero-visibility search gaps into structured, cite-worthy articles engineered for LLM retrieval and AEO scoring.

Publishing

Stages and deploys approved articles directly to connected CMS platforms (WordPress, Webflow, Framer, Ghost, Git) with featured images and metadata.

Site Audit

Inspects structured JSON-LD schema, semantic HTML hierarchy, and provides page-level code fixes to maximize machine citability.

Tasks & Automations

Manages surfaced opportunity workflows and executes autonomous background jobs like daily content research and weekly visibility digests.

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Page Context Awareness

Rather than having separate bots for different tasks, the ChatFeatured Agent automatically detects your active screen and injects your Page Context into the conversation. Context Awareness When you open the agent sidebar from any tab, it tailors its immediate suggestions and tool availability to the data on your screen:
  • Analytics Tab: Evaluates AI model visibility, competitor share of voice, and citation sources.
  • Prompts Tab: Audits your tracked search queries, identifies zero-visibility prompts, and organizes topic tags.
  • Articles Tab: Researches citation gaps, drafts structured AEO content, and evaluates AEO scores.
  • Site Audit Tab: Analyzes page-level JSON-LD structured schema and semantic HTML citability.
  • Tasks & Automations Tab: Manages surfaced opportunity cards, task lifecycles, and scheduled background jobs.
  • Knowledge Base & Brand Book: References your brand guidelines, personas, and uploaded documentation.
Switching Context 1
Continuous Workflow: You never need to restart a chat when moving across tabs. You can identify a competitor gap in Analytics, generate an article draft in Articles, and stage it to your CMS in Publishing—all within a single conversation thread.

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Interactive Visualization Panels

As you interact with the agent, interactive data panels render directly alongside the chat to ground recommendations in live platform data:

Performance Panel

Visualizes real-time visibility trajectories, model-by-model comparisons (ChatGPT vs. Claude vs. Perplexity), and competitor Share of Voice.

Sources Panel

Ranks top cited domains and displays the brand_found_in_source verification flag (verifying whether your brand is actively featured on the cited page).

URLs Panel

Highlights the specific brand, competitor, and editorial URLs cited by AI answer engines for your prompt sets.

Opportunities Panel

Displays prioritized review cards for newly discovered content, earned media (PR), UGC (Reddit/Quora), and sentiment gaps.

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Persistent Agent Memory & Interaction History

The ChatFeatured Agent remembers your preferences, rules, and guidelines across sessions through a 3-Tiered Memory Architecture:

User Scope

Personal Preferences Remembers your individual working style, output formats, and communication tone.

Brand Scope

Brand Voice & Rules Enforces Brand Book guidelines, positioning requirements, and forbidden phrasing across all generated content.

Organization Scope

Workspace Policies Applies global standards, such as default CMS staging environments or mandatory JSON-LD schema inclusion.
Interaction History & Provenance: The agent audits past scheduled runs, published articles, and completed tasks to prevent duplicate suggestions or re-opening resolved gaps. You can view, edit, or delete stored memory rules anytime in Agent Settings.

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Step-by-Step Workflows

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Uncover Zero-Visibility Opportunities

  1. Open the Agent from the sidebar or Analytics tab.
  2. Ask: “Where are our biggest competitor visibility gaps on Claude and Perplexity this week?”
  3. The agent reviews multi-model executions, highlights queries where competitors appear while your brand is missing, and displays top cited publications in the Sources Panel.
  4. The agent surfaces high-impact gaps as review cards in the Opportunities Panel.

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Quick Reference: Strategic Prompts by Mode

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Best Practices & Pro Tips

Be Specific with Search Intent

Prompts like “Write a comparison guide targeting B2B procurement teams evaluating SOC-2 compliance” produce significantly higher entity density than “Write an article about compliance.”

Ground Drafts in Citation Data

When generating content, instruct the agent: “Ground this draft in the key data points cited by the top 3 ranking sources for this query.”

Iterate Within the Conversation

The agent maintains memory throughout your chat thread. Refine drafts progressively: “Expand the technical architecture section” or “Add an FAQ block.”

Leverage Autonomous Automations

Set up scheduled jobs in Automations (agent-tasks) to receive weekly visibility digests and automated gap drafts delivered straight to your CMS drafts.
Avoid Generic Copy Requests: Generic requests like “write an article” will produce generic results. Always include your target persona, core value propositions, or reference your Brand Book guidelines for maximum AEO scoring.

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Troubleshooting

Check your Brand Book in Brand settings or teach the agent directly in chat: “Remember that our brand voice is direct, technical, and avoids marketing buzzwords.” The agent will save this rule to its persistent memory for all future drafts.
Ensure your competitor groups are configured in Brand settings. You can ask the agent: “List all currently tracked competitors” to verify active entities and aliases.
Verify your CMS credentials in the Integrations tab (WordPress Application Password, Webflow API Token, Ghost Admin Key, etc.). Ensure your API key has draft creation permissions.
Opportunities first appear as review cards in the Opportunities Panel. To persist them into your task list, click Add to Tasks on the card or tell the agent in chat: “Add that opportunity to my tasks.”