Developer tools › Observability & monitoring
Get your observability tool recommended by AI
When an SRE asks ChatGPT "best observability platform for microservices" or Perplexity "Datadog alternatives," does your product show up? We measure it across every engine and get you into the answer.
Free teardown for your toolThe buyer prompts we measure for observability
- "Best observability platform for microservices / Kubernetes"
- "Datadog alternatives" · "New Relic vs Grafana" · "cheapest APM for a small team"
- "Open-source monitoring vs SaaS" · "best logs + metrics + traces in one"
- "Observability for serverless / for a Series A startup"
Why observability is high-stakes in AI search
It's a crowded category with intense "best X / X alternatives" comparison behavior, and the buyers (SREs, platform engineers) are among the heaviest Claude and Perplexity users — exactly where we measure and most competitors don't. See the full dev-tools playbook →
Live leaderboard
AI Visibility Index — observability tools
Our public, free leaderboard for this exact category: which observability tools the AI engines name most, by share of model. See the full leaderboard →
Measured snapshot (June 2026) from our AI Visibility Index — median of 10+ runs/engine across 5 engines.
What's included
The outcome is share of model. Here's the engine beneath it.
AI-answer optimization
The wedge — we get you named and cited in AI answers
SEO foundation
The ground AEO stands on
Included
Done-for-you content
We write & publish — not just brief
Published across 30+ channels — your accounts, tuned per platform
On your domain
Off-site authority
Listing & review sites the models cite
Curated entity work — Boost 30+ · Growth 60+ · Authority 100+
Digital PR — earned coverage (best-effort)