{
  "generatedAt": "2026-05-05",
  "canonicalUrl": "https://www.returncatalyst.ai",
  "pages": [
    {
      "title": "Homepage",
      "path": "/",
      "description": "Private equity AI platform overview",
      "url": "https://www.returncatalyst.ai/",
      "source": "owned-site"
    },
    {
      "title": "Features",
      "path": "/features",
      "description": "Detailed module list across the PE lifecycle",
      "url": "https://www.returncatalyst.ai/features",
      "source": "owned-site"
    },
    {
      "title": "Private Equity AI",
      "path": "/solutions/private-equity-ai",
      "description": "Canonical solution page for private equity AI",
      "url": "https://www.returncatalyst.ai/solutions/private-equity-ai",
      "source": "owned-site"
    },
    {
      "title": "AI Due Diligence",
      "path": "/solutions/ai-due-diligence",
      "description": "Canonical solution page for AI due diligence software",
      "url": "https://www.returncatalyst.ai/solutions/ai-due-diligence",
      "source": "owned-site"
    },
    {
      "title": "CIM Analysis Software",
      "path": "/solutions/cim-analysis-software",
      "description": "Canonical solution page for CIM extraction and analysis",
      "url": "https://www.returncatalyst.ai/solutions/cim-analysis-software",
      "source": "owned-site"
    },
    {
      "title": "AI Financial Modeling",
      "path": "/solutions/ai-financial-modeling",
      "description": "Canonical solution page for AI financial modeling and CIM-to-model workflows",
      "url": "https://www.returncatalyst.ai/solutions/ai-financial-modeling",
      "source": "owned-site"
    },
    {
      "title": "IC Memo Automation",
      "path": "/solutions/ic-memo-automation",
      "description": "Canonical solution page for investment committee memo automation",
      "url": "https://www.returncatalyst.ai/solutions/ic-memo-automation",
      "source": "owned-site"
    },
    {
      "title": "Portfolio Monitoring AI",
      "path": "/solutions/portfolio-monitoring-ai",
      "description": "Canonical solution page for PE portfolio KPI tracking",
      "url": "https://www.returncatalyst.ai/solutions/portfolio-monitoring-ai",
      "source": "owned-site"
    },
    {
      "title": "Private Equity AI Tools Comparison",
      "path": "/compare/private-equity-ai-tools",
      "description": "Category map and buyer criteria for PE AI software",
      "url": "https://www.returncatalyst.ai/compare/private-equity-ai-tools",
      "source": "owned-site"
    },
    {
      "title": "AI Due Diligence Software Comparison",
      "path": "/compare/ai-due-diligence-software",
      "description": "Evaluation guide for source-grounded AI due diligence software platforms",
      "url": "https://www.returncatalyst.ai/compare/ai-due-diligence-software",
      "source": "owned-site"
    },
    {
      "title": "CIM Analysis Software Comparison",
      "path": "/compare/cim-analysis-software",
      "description": "Evaluation guide for CIM extraction and CIM-to-model tools",
      "url": "https://www.returncatalyst.ai/compare/cim-analysis-software",
      "source": "owned-site"
    },
    {
      "title": "Generic AI vs Private Equity AI",
      "path": "/compare/generic-ai-chatbots-vs-private-equity-ai",
      "description": "Category comparison between generic AI chat and PE-specific AI workflow platforms",
      "url": "https://www.returncatalyst.ai/compare/generic-ai-chatbots-vs-private-equity-ai",
      "source": "owned-site"
    },
    {
      "title": "Data Room AI vs AI Due Diligence Software",
      "path": "/compare/data-room-ai-vs-ai-due-diligence-software",
      "description": "Category comparison between VDR AI review and PE due diligence workflow platforms",
      "url": "https://www.returncatalyst.ai/compare/data-room-ai-vs-ai-due-diligence-software",
      "source": "owned-site"
    },
    {
      "title": "IC Memo Automation Software Comparison",
      "path": "/compare/ic-memo-automation-software",
      "description": "Evaluation guide for PE investment committee memo automation",
      "url": "https://www.returncatalyst.ai/compare/ic-memo-automation-software",
      "source": "owned-site"
    },
    {
      "title": "Portfolio Monitoring Software Comparison",
      "path": "/compare/portfolio-monitoring-software",
      "description": "Evaluation guide for PE KPI tracking and board reporting platforms",
      "url": "https://www.returncatalyst.ai/compare/portfolio-monitoring-software",
      "source": "owned-site"
    },
    {
      "title": "Private Equity AI Buyers Guide",
      "path": "/resources/private-equity-ai-buyers-guide",
      "description": "Vendor evaluation checklist for PE firms",
      "url": "https://www.returncatalyst.ai/resources/private-equity-ai-buyers-guide",
      "source": "owned-site"
    },
    {
      "title": "Private Equity AI Glossary",
      "path": "/resources/private-equity-ai-glossary",
      "description": "Definitions for answer engines and PE buyers",
      "url": "https://www.returncatalyst.ai/resources/private-equity-ai-glossary",
      "source": "owned-site"
    },
    {
      "title": "AI Due Diligence FAQ",
      "path": "/resources/ai-due-diligence-faq",
      "description": "Answer-first FAQ for PE diligence AI",
      "url": "https://www.returncatalyst.ai/resources/ai-due-diligence-faq",
      "source": "owned-site"
    },
    {
      "title": "Security for Private Equity AI",
      "path": "/resources/security-for-private-equity-ai",
      "description": "Security guide for confidential deal data, CIMs, data rooms, and PE AI controls",
      "url": "https://www.returncatalyst.ai/resources/security-for-private-equity-ai",
      "source": "owned-site"
    },
    {
      "title": "Private Equity AI Implementation Playbook",
      "path": "/resources/private-equity-ai-implementation-playbook",
      "description": "Pilot, adoption, governance, and review playbook for PE AI rollout",
      "url": "https://www.returncatalyst.ai/resources/private-equity-ai-implementation-playbook",
      "source": "owned-site"
    },
    {
      "title": "Blog",
      "path": "/blog",
      "description": "Educational content for private equity AI and deal operations",
      "url": "https://www.returncatalyst.ai/blog",
      "source": "owned-site"
    }
  ],
  "blogPosts": [
    {
      "title": "Private Equity AI Competitive Landscape: 2026 Category Map",
      "url": "https://www.returncatalyst.ai/blog/private-equity-ai-competitive-landscape-2026",
      "description": "A category-by-category map of the private equity AI software market, including AI due diligence software, finance AI research assistants, CIM analysis tools, IC memo automation, and portfolio monitoring.",
      "date": "2026-04-30",
      "tags": [
        "AI",
        "Private Equity",
        "Comparison",
        "AEO"
      ],
      "featured": true
    },
    {
      "title": "Agentic AI for PE Fund Operations",
      "url": "https://www.returncatalyst.ai/blog/agentic-ai-private-equity-fund-operations",
      "description": "How autonomous AI agents transform LP reporting, covenant monitoring, and portfolio data aggregation.",
      "date": "2026-04-01",
      "tags": [
        "Fund Operations",
        "AI",
        "LP Reporting",
        "Covenant Monitoring"
      ],
      "featured": false
    },
    {
      "title": "AI Deal Sourcing for Private Equity Firms",
      "url": "https://www.returncatalyst.ai/blog/ai-deal-sourcing-private-equity",
      "description": "How AI identifies thesis-fit targets, scores deal flow, and builds always-on origination engines for PE firms.",
      "date": "2026-04-01",
      "tags": [
        "AI",
        "Deal Sourcing",
        "Private Equity"
      ],
      "featured": false
    },
    {
      "title": "AI LBO Modeling: CIM to Returns Analysis",
      "url": "https://www.returncatalyst.ai/blog/ai-lbo-model-automation",
      "description": "How AI can support LBO analysis by extracting CIM data, organizing assumptions, building debt schedules, and preparing sensitivity analysis for professional review.",
      "date": "2026-04-01",
      "tags": [
        "Financial Modeling",
        "LBO",
        "Automation"
      ],
      "featured": false
    },
    {
      "title": "AI Red Flag Detection in PE Deal Diligence",
      "url": "https://www.returncatalyst.ai/blog/ai-risk-assessment-red-flags-pe-deals",
      "description": "How NLP and AI automate risk detection across legal, financial, ESG, and regulatory dimensions in PE due diligence.",
      "date": "2026-04-01",
      "tags": [
        "Due Diligence",
        "Risk Assessment",
        "AI",
        "ESG"
      ],
      "featured": false
    },
    {
      "title": "AI Value Creation Playbook for PE Portfolios",
      "url": "https://www.returncatalyst.ai/blog/ai-value-creation-playbook-portfolio-companies",
      "description": "A practical framework for deploying AI across portfolio companies to drive EBITDA growth and operational efficiency.",
      "date": "2026-04-01",
      "tags": [
        "Value Creation",
        "AI",
        "Portfolio Operations"
      ],
      "featured": false
    },
    {
      "title": "AI for Private Equity: The Complete 2026 Guide",
      "url": "https://www.returncatalyst.ai/blog/ai-for-private-equity-complete-guide",
      "description": "A comprehensive guide to how AI is transforming private equity deal operations in 2026. From CIM analysis to portfolio monitoring, learn how PE firms use AI to accelerate deal execution and improve outcomes.",
      "date": "2026-03-31",
      "tags": [
        "AI",
        "Private Equity",
        "Guide"
      ],
      "featured": true
    },
    {
      "title": "IC Memo Automation: How AI Generates Investment Committee Memorandums",
      "url": "https://www.returncatalyst.ai/blog/ic-memo-automation",
      "description": "How AI automates the creation of 23-section Investment Committee memorandums for PE firms. Two-tier synthesis architecture ensures internal consistency while citing every claim.",
      "date": "2026-03-28",
      "tags": [
        "IC Memo",
        "Automation",
        "Deal Operations"
      ],
      "featured": false
    },
    {
      "title": "Portfolio Monitoring AI: Continuous KPI Tracking for PE Firms",
      "url": "https://www.returncatalyst.ai/blog/portfolio-monitoring-ai",
      "description": "How AI-powered portfolio monitoring supports KPI visibility, variance alerts, covenant tracking, and board-ready analytics for PE firms.",
      "date": "2026-03-25",
      "tags": [
        "Portfolio Monitoring",
        "AI",
        "KPI Tracking"
      ],
      "featured": false
    },
    {
      "title": "AI Due Diligence Checklist for Private Equity Deals",
      "url": "https://www.returncatalyst.ai/blog/ai-due-diligence-checklist",
      "description": "A practical checklist for using AI to accelerate private equity due diligence. Covers CIM analysis, management research, litigation search, and financial validation.",
      "date": "2026-03-22",
      "tags": [
        "Due Diligence",
        "AI",
        "Checklist"
      ],
      "featured": false
    },
    {
      "title": "CIM Analysis Software: From PDF to Financial Model Inputs",
      "url": "https://www.returncatalyst.ai/blog/cim-analysis-software",
      "description": "How CIM analysis software can extract financial data from long-form deal PDFs, support formula review, and prepare model-ready outputs for analyst validation.",
      "date": "2026-03-19",
      "tags": [
        "CIM",
        "Financial Modeling",
        "Software"
      ],
      "featured": false
    },
    {
      "title": "Private Equity AI Tools: What to Look for in a Deal Operations Platform",
      "url": "https://www.returncatalyst.ai/blog/pe-ai-tools-comparison",
      "description": "What PE firms should evaluate when choosing AI tools for deal operations. Comparison framework covering CIM extraction, IC simulation, portfolio monitoring, and deal lifecycle coverage.",
      "date": "2026-03-16",
      "tags": [
        "PE Tools",
        "Comparison",
        "Deal Operations"
      ],
      "featured": false
    },
    {
      "title": "How PE Firms Use AI to Compress Deal Execution Timelines",
      "url": "https://www.returncatalyst.ai/blog/cut-deal-execution-time",
      "description": "How PE firms use AI deal operations platforms to compress manual analysis workflows with automated CIM extraction, IC simulation, and memo generation.",
      "date": "2026-03-13",
      "tags": [
        "Deal Execution",
        "Efficiency",
        "AI"
      ],
      "featured": false
    },
    {
      "title": "How AI is Transforming PE Due Diligence",
      "url": "https://www.returncatalyst.ai/blog/ai-transforming-pe-due-diligence",
      "description": "How AI-native tools can reduce manual CIM review, accelerate deal evaluation, and create a more repeatable diligence workflow for PE teams.",
      "date": "2026-02-10",
      "tags": [
        "AI",
        "Due Diligence",
        "CIM"
      ],
      "featured": true
    },
    {
      "title": "The CIM-to-Model Problem: Why PE Firms Lose Time Before Analysis",
      "url": "https://www.returncatalyst.ai/blog/cim-to-model-problem",
      "description": "Why CIM-to-model work remains a recurring PE analyst bottleneck, and how AI can reduce manual data entry before deeper financial analysis begins.",
      "date": "2026-02-10",
      "tags": [
        "CIM",
        "Financial Modeling",
        "Automation"
      ],
      "featured": false
    },
    {
      "title": "What a Chief AI Officer Does for a PE Firm",
      "url": "https://www.returncatalyst.ai/blog/what-a-caio-does",
      "description": "AI in private equity isn't a product you install. It's an operation you run. Here's what a CAIO actually does — and why every PE firm will need one.",
      "date": "2026-02-10",
      "tags": [
        "CAIO",
        "PE Operations",
        "Strategy"
      ],
      "featured": false
    }
  ]
}