Fallom vs Peekaboo

End-to-End LLM Tracing & Live Dashboard

Gain real-time, granular visibility into every LLM interaction within your applications. Fallom's live dashboard displays a comprehensive trace of each call, showing the exact input prompt, the model used, token counts (in/out), precise cost, and latency—all updating in real time. This allows you to monitor the health and performance of your AI agents live, spot anomalies as they happen, and drill down into any call for immediate debugging, transforming opaque AI operations into a transparent, manageable system.

Granular Cost Attribution & Analytics

Take control of your AI spending with Fallom's powerful cost attribution engine. Break down your total LLM expenditure by model, individual user, team, or even specific customer. The platform provides clear visualizations and detailed reports, enabling precise budgeting, internal chargebacks, and identifying cost-optimization opportunities. You can instantly see which models or features are driving your bill, empowering data-driven decisions to improve efficiency without sacrificing performance.

Enterprise Compliance & Audit Trails

Built for regulated industries, Fallom ensures your AI deployments are audit-ready. It maintains complete, immutable audit trails of every LLM interaction, logging inputs, outputs, model versions, and user context. This is essential for meeting stringent regulatory requirements like the EU AI Act, GDPR, and SOC 2. Features like configurable privacy modes allow you to redact sensitive data while retaining full telemetry, balancing powerful observability with strict data governance and security standards.

Advanced Debugging with Timing Waterfalls & Tool Visibility

Debug complex, multi-step AI agent workflows with confidence. Fallom's timing waterfall visualizations break down the exact sequence and duration of each step in an agent's execution—from LLM calls and tool executions (like database queries or API calls) to final response formatting. Coupled with complete visibility into every tool call's arguments and results, you can pinpoint latency bottlenecks, diagnose logic errors, and optimize the performance of your most sophisticated AI chains.

Comprehensive Tracking

Peekaboo allows users to track specific prompts that are relevant to their brand. This feature enables businesses to monitor when and how AI models mention their brand, providing critical data for strategic decision-making.

Actionable Insights

The platform demystifies AI search visibility by providing actionable insights. Users can see not only where they rank but also the specific queries that lead to brand mentions, helping to refine marketing strategies effectively.

Competitive Analysis

Peekaboo offers robust competitive analysis tools that allow brands to compare their visibility against competitors. Understanding how you stack up against others in your industry empowers you to adjust your approach and stay ahead.

User-Friendly Dashboard

The intuitive dashboard provides an easy-to-navigate interface for all users, regardless of technical expertise. With clear visualizations and straightforward metrics, teams can quickly assess their visibility performance and make informed decisions.

Monitoring Production AI Customer Support Agents

Ensure your AI-powered customer support chatbots and agents are performing reliably and cost-effectively in live environments. Fallom allows you to trace every customer interaction, monitor response accuracy and latency in real-time, attribute costs per customer or support ticket, and quickly debug failed conversations or unexpected tool calls, leading to higher customer satisfaction and controlled operational costs.

Optimizing Cost and Performance for Internal Copilots

Deploy internal developer or business copilots with full financial and operational oversight. Use Fallom to track which teams and individuals are using the AI tools, analyze the cost-per-query for different types of tasks, and A/B test different models or prompts to find the optimal balance of intelligence and expense. This transforms an opaque utility into a managed, optimized service with clear ROI.

Ensuring Compliance for Financial or Legal AI Applications

Safely deploy AI in highly regulated sectors like finance, healthcare, or legal services. Fallom's comprehensive audit trails provide the necessary documentation for every AI-generated piece of advice, analysis, or content. Privacy controls allow sensitive data handling, and detailed logs support regulatory reviews, enabling innovation while maintaining rigorous compliance and risk management standards.

Debugging Complex Multi-Agent Workflow Systems

Troubleshoot and refine intricate systems where multiple AI agents collaborate or perform sequential tasks (e.g., a research agent that searches, analyzes, and then drafts a report). Fallom's session tracking groups all related traces, while timing waterfalls visually expose bottlenecks between agents or tools, allowing engineers to systematically improve the reliability and speed of these advanced AI architectures.

Brand Monitoring

Brands can use Peekaboo to continuously monitor their online presence across various AI searches. This helps identify trends, track mentions, and manage reputation effectively in real-time.

Marketing Strategy Optimization

By analyzing which prompts yield the best visibility, brands can tailor their marketing strategies to focus on high-impact areas. This data-driven approach maximizes return on investment for marketing campaigns.

Competitive Positioning

Agencies can utilize Peekaboo to gain insights into competitors' performance in AI searches. Understanding competitor visibility can guide your own strategies and help identify opportunities for differentiation.

Content Development

Content teams can leverage Peekaboo's insights to create relevant content that aligns with the prompts driving visibility. This ensures that the content resonates with target audiences and improves overall engagement.

Fallom is the game-changing AI-native observability platform that is transforming how organizations build, deploy, and manage production-grade Large Language Model (LLM) applications. Designed from the ground up for the unique challenges of AI agents and complex LLM workflows, Fallom delivers unparalleled, end-to-end visibility into every interaction. It empowers engineering and AI teams to move beyond guesswork, providing a crystal-clear lens into prompts, outputs, tool calls, token usage, latency, and the precise cost of every single LLM call. This transformative visibility is critical for teams that demand reliability, performance, and cost control from their AI systems. With its powerful, OpenTelemetry-native SDK, you can instrument your entire AI stack in under five minutes, unlocking live monitoring, instant debugging, and granular cost attribution across models, users, and teams. Fallom goes beyond basic metrics, offering enterprise-grade features like session-level context, timing waterfalls for multi-step agents, comprehensive audit trails for compliance, and robust testing frameworks. By providing a single pane of glass for your AI operations, Fallom unlocks the full potential of your LLM investments, enabling you to ship with confidence, optimize relentlessly, and scale intelligently.

Peekaboo is a revolutionary AI Search visibility platform that empowers brands and agencies to track, analyze, and optimize their presence across major AI platforms such as ChatGPT, Gemini, and Perplexity. In an era where traditional SEO techniques fall short, Peekaboo transforms how businesses engage with AI-driven search environments. As consumers increasingly rely on AI assistants for recommendations, your brand's visibility in these conversations is critical to driving growth. With Peekaboo, you gain invaluable insights into your brand's performance, including where you rank, how often you're mentioned, and the prompts that boost your visibility. This platform is tailored for forward-thinking marketing teams, SEO professionals, and agencies committed to leading in the conversational discovery landscape. By using Peekaboo, you move from mere speculation to informed decision-making, leveraging AI search as a powerful channel for customer engagement and brand authority.

How quickly can I integrate Fallom into my existing application?

Integration is remarkably fast. Fallom uses a single, OpenTelemetry-native SDK designed for minimal friction. For most applications, you can be up and running with full tracing in under five minutes. Simply install the SDK, add a few lines of configuration code to instrument your LLM calls, and your data will begin flowing to the Fallom live dashboard immediately.

Does Fallom support all major LLM providers?

Yes, Fallom is built with an open, provider-agnostic philosophy. It works seamlessly with every major LLM provider, including OpenAI (GPT-4, GPT-4o), Anthropic (Claude), Google (Gemini), and open-source models. The single SDK abstracts away provider differences, giving you a unified observability layer across your entire AI stack with zero vendor lock-in.

How does Fallom handle sensitive or private user data?

Fallom is built with enterprise-grade security and privacy controls. It offers a configurable "Privacy Mode" that allows you to disable full content capture for sensitive interactions. You can choose to log only metadata (like token counts and latency) or apply redaction rules, ensuring you maintain full observability for debugging while protecting user confidentiality and meeting data privacy regulations.

Can I use Fallom for testing and evaluating my LLM prompts before deployment?

Absolutely. Fallom includes robust evaluation and testing features. You can run automated evaluations on LLM outputs against metrics like accuracy, relevance, and hallucination rates. The integrated Prompt Store allows for version control and A/B testing of different prompt variations, enabling you to catch regressions and scientifically deploy the highest-performing prompts to production with confidence.

How does Peekaboo track AI mentions?

Peekaboo tracks AI mentions by monitoring selected prompts and analyzing when and how your brand is referenced across various AI platforms. This provides vital insights into your visibility.

What kind of reports can I generate with Peekaboo?

Peekaboo offers comprehensive reports detailing your brand's visibility metrics, including ranking positions, mention frequency, and the effectiveness of specific prompts. This allows for informed strategic planning.

Is Peekaboo suitable for small businesses?

Absolutely! Peekaboo is designed for brands of all sizes, including small businesses. Its user-friendly interface and actionable insights make it accessible and valuable for any marketing team.

Can I track multiple prompts at once?

Yes, Peekaboo allows users to track multiple prompts simultaneously. This feature enables brands to gain a broader understanding of their visibility across various topics and queries.

Fallom is a game-changing AI-native observability platform, a specialized tool in the development category designed to bring unprecedented visibility to LLM and agent operations in production. It transforms how teams track, debug, and optimize their AI systems with real-time insights into every interaction, cost, and performance metric. Organizations may explore alternatives for various reasons, such as aligning with specific budget constraints, integrating with an existing tech stack, or requiring different feature sets like custom reporting or on-premise deployment. The search for the right tool is a strategic step toward unlocking an AI system's full potential. When evaluating an alternative, focus on capabilities that match your transformative goals. Key considerations should include the depth of real-time tracing, granularity of cost attribution, strength of compliance and audit features, and the ease of integration. The ideal platform will not only monitor your AI but empower you to refine and scale it with confidence.

Peekaboo is a transformative AI search visibility platform that helps brands and agencies enhance their presence in the ever-evolving landscape of AI-driven search. By providing insights into how brands appear across major AI platforms like ChatGPT and Gemini, it empowers users to track, analyze, and optimize their visibility effectively. Users often seek alternatives to Peekaboo for various reasons, including pricing considerations, specific feature requirements, or compatibility with different platforms. When choosing an alternative, it's essential to evaluate the depth of analytics offered, the ability to customize monitoring for specific prompts, and the overall user experience to ensure that the solution aligns with your marketing goals.