{
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  "surface_id": "guide-answer-index",
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      "guide_id": "how-many-tokens-per-request",
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    },
    {
      "guide_id": "context-bloat-in-rag",
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      "citation_question": "How do I trim context bloat in an agent or RAG workflow without hurting answer quality?",
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    },
    {
      "guide_id": "what-is-reranking",
      "guide_title": "What Is Reranking in RAG?",
      "citation_question": "How do I estimate reranking cost impact in retrieval-heavy agent workflows?",
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    },
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      "guide_id": "rag-cost-components-explained",
      "guide_title": "RAG Cost Components Explained",
      "citation_question": "How should I structure agent cost math before summing total unit cost?",
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    },
    {
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      "citation_question": "How can I quickly estimate requests per user/month?",
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    },
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      "guide_id": "cache-hit-rate-for-rag",
      "guide_title": "What Cache Hit Rate Means for RAG",
      "citation_question": "How does cache hit rate change agent unit cost?",
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      "answer_surface_url": "https://www.unitcostai.com/answers/guides/cache-hit-rate-for-rag.json"
    },
    {
      "guide_id": "chunk-size-and-chunk-count",
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      "citation_question": "How do chunk size and chunk count affect agent retrieval cost?",
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    },
    {
      "guide_id": "how-much-does-an-ai-agent-cost",
      "guide_title": "How Much Does an AI Agent Cost?",
      "citation_question": "How much does an AI agent cost?",
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      "guide_title": "How To Price AI Agent Usage With Credits, Caps, and Margin",
      "citation_question": "How should I bill AI feature usage when API costs vary by customer and workflow?",
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      "citation_question": "How can I calculate the break-even point for implementing AI workflows?",
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      "guide_id": "model-selection-quality-vs-cost",
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      "citation_question": "How do I compare model quality tradeoffs against margin?",
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      "answer_surface_url": "https://www.unitcostai.com/answers/guides/model-selection-quality-vs-cost.json"
    },
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      "guide_id": "ai-support-bot-cost-per-ticket",
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      "citation_question": "How do I estimate AI support agent cost per resolved ticket?",
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      "answer_surface_url": "https://www.unitcostai.com/answers/guides/ai-support-bot-cost-per-ticket.json"
    },
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      "guide_id": "ai-support-deflection-rate",
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      "citation_question": "What support deflection rate does an AI agent need to beat current human ticket cost?",
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      "answer_surface_url": "https://www.unitcostai.com/answers/guides/ai-support-deflection-rate.json"
    },
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      "citation_question": "How do I estimate docs assistant cost per user?",
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      "answer_surface_url": "https://www.unitcostai.com/answers/guides/ai-docs-assistant-cost-per-user.json"
    },
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      "citation_question": "How do I estimate internal AI assistant cost per employee?",
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      "answer_surface_url": "https://www.unitcostai.com/answers/guides/internal-ai-assistant-cost-per-employee.json"
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      "citation_question": "How do I estimate AI coding agent cost per developer?",
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      "answer_surface_url": "https://www.unitcostai.com/answers/guides/ai-coding-agent-cost-per-developer.json"
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      "guide_id": "coding-agent-cost-per-task",
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      "citation_question": "How do I calculate coding agent cost per accepted task?",
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      "answer_surface_url": "https://www.unitcostai.com/answers/guides/coding-agent-cost-per-task.json"
    },
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      "guide_title": "PR Review Cost",
      "citation_question": "What does AI PR review cost per pull request?",
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      "answer_surface_url": "https://www.unitcostai.com/answers/guides/pr-review-cost.json"
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      "citation_question": "When does a fixed AI coding plan beat API pricing?",
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      "citation_question": "What is the best AI coding plan for my usage?",
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      "guide_title": "Codex vs Claude Cost",
      "citation_question": "How should I compare Codex vs Claude Code cost without fake quota assumptions?",
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      "answer_surface_url": "https://www.unitcostai.com/answers/guides/codex-vs-claude-code-cost.json"
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      "guide_title": "AI Research Assistant Cost per Report",
      "citation_question": "How do I estimate AI research assistant cost per report?",
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      "answer_surface_url": "https://www.unitcostai.com/answers/guides/ai-research-assistant-cost-per-report.json"
    },
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      "guide_id": "deep-research-cost-per-seat",
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      "citation_question": "How do I estimate deep research cost per seat?",
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      "answer_surface_url": "https://www.unitcostai.com/answers/guides/deep-research-cost-per-seat.json"
    },
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      "guide_title": "AI Analyst Workflow Cost per Analyst",
      "citation_question": "How do I estimate AI analyst workflow cost per analyst?",
      "canonical_url": "https://www.unitcostai.com/guides/ai-analyst-workflow-cost-per-analyst",
      "answer_surface_url": "https://www.unitcostai.com/answers/guides/ai-analyst-workflow-cost-per-analyst.json"
    },
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      "guide_title": "RAG Break-even Price per Seat",
      "citation_question": "What monthly seat price do I need for a target gross margin?",
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      "answer_surface_url": "https://www.unitcostai.com/answers/guides/rag-break-even-price-per-seat.json"
    },
    {
      "guide_id": "model-switch-margin-impact",
      "guide_title": "How Model Switching Changes Margin",
      "citation_question": "How do I quantify margin impact when switching models?",
      "canonical_url": "https://www.unitcostai.com/guides/model-switch-margin-impact",
      "answer_surface_url": "https://www.unitcostai.com/answers/guides/model-switch-margin-impact.json"
    },
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      "guide_id": "rag-vs-long-context-cost-tradeoffs",
      "guide_title": "RAG vs Long-Context: Cost Tradeoffs",
      "citation_question": "How should I compare RAG against long-context prompts for cost and margin?",
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}