Arize AI records 249,028 monthly visits with +3.2% month-over-month growth and Paid, Contact for Pricing pricing. Peec AI records 262,088 monthly visits with +0.8% growth and Free Trial, Paid, Contact for Pricing pricing.
Agent observability, evaluation, and continuous improvement for production AI
AI search visibility analytics for marketing teams
| Dimension / Metric | | |
|---|---|---|
| Official Domain | arize.com | peec.ai |
| Pricing Model | Paid, Contact for Pricing | Free Trial, Paid, Contact for Pricing |
| Monthly Visits | 249.03K (249,028) | 262.09K (262,088) |
| MoM Traffic Delta | +7.67K (+3.2%) | +2.18K (+0.8%) |
| Primary Market & Share | 🇺🇸 United States (51.6%) | 🇺🇸 United States (25.4%) |
| Direct Visits / mo | 107.84K | 157.3K |
| User Rating | 4.6 | 4.1 |
| Supported Platforms | Website | Website |
Agent observability, evaluation, and continuous improvement for production AI
Capture spans, traces, and sessions across agents and LLM calls using OpenInference conventions built on OpenTelemetry, so instrumentation stays portable.
Run evaluations at span, trace, and session level to grade retrieval quality, tool use, and final answers across large production datasets.
An in-product agent that inspects traces, diagnoses likely root causes, and proposes fixes that engineers can review before shipping.
Self-host the leading open-source tracing and eval tool when you need to keep trace data inside your own infrastructure.
AI search visibility analytics for marketing teams
Monitor the share of AI chats that mention your brand, where it ranks inside answers, and how positively models describe it, tracked daily against competitors.
Track the prompts that matter across ChatGPT, Perplexity, Gemini, Copilot, AI Overviews, Naver AI and more, with AI-suggested prompts and search volume context.
See which domains, URLs and subdomains AI retrieves when answering, classify sources as editorial, competitor, reference or UGC, and spot citation gaps.
Connect AI visibility data to Claude, Cursor, n8n and other tools via MCP, automate reporting through the API, export CSV or build Looker Studio dashboards.
Excels at experiment tracking and model registry workflows, but is less purpose-built for real-time LLM production observability.
Excels at experiment tracking and model registry workflows, but is less purpose-built for real-time LLM production observability.
Monitors brand mentions and citations across generative search engines, offering very comparable AI search analytics features.
Monitors brand mentions and citations across generative search engines, offering very comparable AI search analytics features.
Free / Open-sourceIncludes integrated guardrails and simulation tools, but is less mature for large-scale enterprise production telemetry monitoring.
Free / Open-sourceIncludes integrated guardrails and simulation tools, but is less mature for large-scale enterprise production telemetry monitoring.
Free / Open-sourceFeatures strong testing and prompt evaluation tools, though its monitoring interface is less oriented towards massive telemetry streams.
Free / Open-sourceFeatures strong testing and prompt evaluation tools, though its monitoring interface is less oriented towards massive telemetry streams.
Answer engine optimization platform tracking brand visibility and citations, though with broader automated optimization tools.
Answer engine optimization platform tracking brand visibility and citations, though with broader automated optimization tools.
Focuses heavily on prompt management and versioning control, whereas Arize prioritizes end-to-end tracing and ML observability.
Focuses heavily on prompt management and versioning control, whereas Arize prioritizes end-to-end tracing and ML observability.
See what AI assistants really say about your brand.
See what AI assistants really say about your brand.
Offers comprehensive LLM evaluation and unit testing via DeepEval, but lacks Arize's deep production monitoring infrastructure.
Offers comprehensive LLM evaluation and unit testing via DeepEval, but lacks Arize's deep production monitoring infrastructure.
SpecialistTraditional SEO rank tracker equipped with AI visibility monitoring features, though less specialized for pure GEO.
SpecialistTraditional SEO rank tracker equipped with AI visibility monitoring features, though less specialized for pure GEO.
Tracks brand rankings, citations, and content gaps across major AI search engines like Peec AI.
Tracks brand rankings, citations, and content gaps across major AI search engines like Peec AI.
Free / Open-sourceAgent observability, evals and governance for AI platform teams
Free / Open-sourceAgent observability, evals and governance for AI platform teams
SpecialistStronger focus on compliance enforcement and AI governance, but less specialized for deep developer tracing workflows.
SpecialistStronger focus on compliance enforcement and AI governance, but less specialized for deep developer tracing workflows.
