Fallom vs Peekaboo

Real-Time LLM Call Dashboard

Monitor every AI interaction live from a centralized, mobile-friendly dashboard. See prompts, model outputs, token counts, latency, and cost for each call in real-time. Click into any trace for a detailed breakdown, enabling instant debugging and performance monitoring without sifting through logs.

Granular Cost Attribution & Analytics

Gain full financial transparency over your AI operations. Fallom automatically tracks and attributes spend per model, per user, per team, or per customer. Visualize costs with clear charts and reports, enabling accurate budgeting, chargeback, and optimization to control your LLM expenditure effectively.

Compliance-Ready Audit Trails

Meet stringent regulatory requirements like the EU AI Act, SOC 2, and GDPR with built-in compliance features. Fallom provides immutable, complete audit trails of every LLM interaction, including input/output logging, model versioning, and user consent tracking, all essential for enterprise deployments.

Advanced Debugging with Timing Waterfalls & Tool Visibility

Debug complex, multi-step agent workflows with precision. Visualize latency bottlenecks using timing waterfall diagrams that break down each step of an agent's execution. Inspect every function or tool call your agent makes, including arguments and results, to quickly identify and resolve issues.

AI Monitoring

Peekaboo enables users to track specific prompts across various AI platforms, allowing brands to see when and how they are mentioned in AI responses. This feature is vital for understanding brand perception and visibility.

Insightful Analytics

The platform provides deep insights into the performance of your brand across AI models, breaking down data to show which prompts yield the most engagement. This helps users identify areas for improvement and optimization.

User-Friendly Dashboard

Peekaboo’s app-centric dashboard is designed for a seamless user experience, making it easy for users to navigate complex AI visibility data. This feature enhances accessibility, allowing users to act on insights anytime, anywhere.

Free Visibility Report

Start your journey with Peekaboo by receiving a free visibility report. This no-sign-up, no-credit-card-required service gives you an initial understanding of your brand’s current standings in AI responses, setting the stage for informed strategy development.

Debugging Complex Agentic Workflows

When your multi-step AI agent fails or behaves unexpectedly, Fallom provides the clarity needed. Trace the entire execution path, view the exact inputs and outputs at each step (LLM calls, tool calls), and analyze timing waterfalls to pinpoint exactly where and why the failure occurred, drastically reducing mean time to resolution.

Managing and Optimizing LLM Costs

Gain control over unpredictable AI spending. Use Fallom's cost attribution dashboards to see which models, teams, or features are driving your bill. Identify inefficiencies, compare cost-performance of different models through A/B testing, and set up alerts for anomalous spend to maintain budget predictability.

Ensuring Compliance and Audit Readiness

For teams in regulated industries, Fallom automates the creation of a verifiable audit trail. Document every AI decision for compliance reviews, demonstrate user consent logging, and utilize privacy modes for sensitive data. This ensures your LLM applications meet legal and internal governance standards from day one.

Monitoring Production Reliability and Performance

Proactively ensure your AI features are reliable and fast. Set up real-time monitors on key metrics like latency, error rates, and token usage. Get alerted to performance degradation or model outages immediately, allowing you to maintain a high-quality user experience and trust in your AI-powered products.

Brand Visibility Analysis

Marketing teams can utilize Peekaboo to analyze their brand’s visibility within AI-generated content. By monitoring mentions, they can refine their messaging and engagement tactics to improve presence in relevant conversations.

SEO Strategy Optimization

SEO specialists can leverage the insights provided by Peekaboo to optimize their strategies specifically for AI search engines. Understanding which prompts lead to brand mentions allows for targeted content creation.

Competitive Benchmarking

Agencies can use Peekaboo to compare their clients’ visibility against competitors in AI responses. This feature helps identify gaps in visibility and opportunities to enhance competitive positioning.

Content Refinement

Content creators can track the effectiveness of their messaging and adjust their strategies based on the types of prompts that lead to successful engagement. Peekaboo helps ensure content aligns with user interests and AI behavior.

Fallom is the AI-native observability platform built for teams deploying production-grade LLM applications and autonomous agents. It transforms the opaque "black box" of AI interactions into a transparent, actionable window, giving developers, AI engineers, and platform teams complete, real-time visibility. The core challenge it solves is the inability to effectively monitor, debug, and manage the cost, performance, and reliability of complex LLM workloads at scale. Fallom's primary value proposition is delivering enterprise-ready observability in minutes through a single, OpenTelemetry-native SDK. With Fallom, you can see every granular detail of an LLM call—including prompts, outputs, tool calls, token usage, latency, and cost—all seamlessly correlated with session and user context. This empowers teams to swiftly debug intricate agentic workflows, accurately attribute spend across models and teams, ensure compliance with detailed audit trails, and maintain system reliability, all from an intuitive, mobile-friendly dashboard. Fallom ensures organizations can innovate and move fast with AI without flying blind, guaranteeing their applications are performant, cost-effective, and trustworthy from day one.

Peekaboo is an innovative AI search visibility platform designed to enhance brand presence in an increasingly mobile-first digital landscape. As AI-driven search mechanisms become more prevalent, brands and agencies must adapt their strategies to maintain visibility. Peekaboo provides essential tools for tracking, analyzing, and optimizing how brands are represented on leading AI platforms like ChatGPT, Gemini, and Perplexity. By transforming passive mentions into actionable insights, Peekaboo empowers marketing teams, SEO specialists, and agency professionals to refine their content strategies and boost their visibility in AI-generated responses. With an intuitive, app-centric dashboard, users can access complex data in a user-friendly manner, ensuring they can make informed decisions on-the-go. Start with a free, no-obligation report to understand your current visibility status, and leverage Peekaboo’s powerful tools to enhance your brand’s recognition and recommendations in the AI space.

How quickly can I integrate Fallom into my existing application?

Integration is designed to be incredibly fast. Using the OpenTelemetry-native SDK, you can typically start sending traces and seeing data in the Fallom dashboard in under 5 minutes. There's no need to change your LLM provider or application architecture.

Does Fallom support all major LLM providers and frameworks?

Yes, Fallom is provider-agnostic. Its single SDK works with every major provider like OpenAI, Anthropic, Google Gemini, and open-source models. It also integrates with popular agent frameworks (LangChain, LlamaIndex) and is 100% compatible with the OpenTelemetry standard, ensuring zero vendor lock-in.

How does Fallom handle sensitive or private user data?

Fallom offers robust privacy controls for sensitive deployments. You can enable "Privacy Mode" to disable full content capture, logging only metadata like token counts and latency. Configurable content redaction and per-environment settings allow you to balance observability needs with data protection and compliance requirements.

Can I use Fallom for A/B testing different models or prompts?

Absolutely. Fallom includes features specifically for experimentation. You can split traffic between different models (e.g., GPT-4 vs. Claude) or different versions of your prompts stored in the Prompt Store. Compare their performance, cost, and quality metrics side-by-side in the dashboard to make data-driven decisions before full rollout.

How does Peekaboo track AI mentions?

Peekaboo tracks AI mentions by monitoring specific prompts across various AI platforms, providing detailed analytics on when and how your brand is referenced in AI-generated responses.

Is there a cost associated with the free report?

No, the free visibility report offered by Peekaboo requires no credit card information or sign-up, allowing users to gain insights without any financial commitment.

Can I monitor multiple prompts at once?

Yes, Peekaboo allows users to select and track multiple prompts simultaneously, giving a comprehensive view of brand visibility across various topics and AI platforms.

What makes Peekaboo different from traditional SEO tools?

Unlike traditional SEO tools that focus primarily on search engine rankings, Peekaboo specializes in AI visibility, helping brands understand their presence in AI-generated content and optimize accordingly.

Fallom is an AI-native observability platform designed for teams running production LLM applications and autonomous agents. It provides real-time visibility into every AI interaction, helping developers monitor, debug, and manage costs. Users often explore alternatives for various reasons, such as budget constraints, specific feature needs like deeper integration with certain cloud providers, or a preference for a different deployment model like self-hosted solutions. When evaluating other options, key factors to consider include the depth of tracing for agentic workflows, real-time cost tracking capabilities, ease of integration with your existing stack, and the overall user experience for debugging and monitoring at scale.

Peekaboo is an innovative AI search visibility platform that enables brands and agencies to track, analyze, and enhance their presence across various AI platforms like ChatGPT and Gemini. As the landscape of digital marketing evolves, users often seek alternatives due to factors such as pricing, specific feature sets, or compatibility with their existing tools and workflows. Choosing the right alternative requires careful consideration of your unique needs, including the depth of analytics provided, user experience, and whether the solution aligns with your overall marketing strategy. When exploring alternatives, it's essential to assess the comprehensiveness of AI visibility tracking, the intuitiveness of the dashboard, and the ability to monitor key metrics that matter for your brand’s growth. Look for platforms that offer customizable insights and reporting features that can help you understand and improve your digital footprint in an increasingly AI-driven market.