AI visibility report
AI visibility report for Sentry in Observability & Monitoring.
Outside the top three on 22 of the 25 prompts buyers actually ask.
New Relic is cited on 13 of those losses.
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Also benchmarked
Sentry appears in another vertical
Track Sentry across these prompts daily.
Start free trialStill absent from 100% of tracked prompt responses
Top-3 citations across 150 prompt × platform pairs
Peer Ranking
Key Metrics
Platform Breakdown
Google AI Mode
Bing Copilot
ChatGPT
Gemini Search
Perplexity
GrokHow to read this. Sentry appears in 0% of tracked prompt responses. Presence is absolute coverage; share of voice is relative citation share; sentiment measures tone only when the brand appears.
Where Sentry is losing
Prompts where competitors are visible and Sentry is not.
These prompt-level losses are the first prompts to track and repair.
Where Sentry is winning
No clear strengths identified yet.
Where Sentry is losing5
Which observability platforms make it easiest to correlate a user-reported error with the right trace and log lines in a distributed system?
Competitors on 5 platforms
Track this promptWhich observability platforms integrate with deployment pipelines to correlate performance regressions with specific code changes?
Competitors on 5 platforms
Track this promptWhich observability platforms support real user monitoring alongside backend APM for correlating frontend and backend performance?
Competitors on 4 platforms
Track this promptWhat are the best cloud-hosted observability platforms for migrating from a legacy self-hosted logging stack without losing historical data?
Competitors on 4 platforms
Track this promptI'm evaluating observability platforms — which ones are best suited for a logs-first approach versus a traces-first approach?
Competitors on 3 platforms
Track this prompt
Track Sentry daily before the next report refresh.
Track these gapsResearch dossierCapabilities, use cases, sources, reviews, pricing, and FAQ
Overview
Sentry is tracked in DevTune's Observability & Monitoring benchmark. This page combines public AI search visibility measurements with reviewed brand context when available.
Key Facts
Target users
Recent Trend
How AI describes Sentry3
Short answer: The fastest path for a small engineering team to get _meaningful dashboards and alerting_ is Grafana Cloud, Netdata, Sentry, or a lightweight Prometheus + Grafana setup.
What observability platforms can a small engineering team realistically get to meaningful dashboards and alerting on quickly?
Short answer: Datadog, New Relic, Dynatrace, and Sentry consistently deliver the best _day‑one onboarding_ and _fast time‑to‑value_ with minimal noise.
Which APM tools have the best day-one onboarding to get immediate value without drowning in noise?
Sentry — lightweight serverless error + performance monitoring Sentry is not a full APM but provides: * Error tracking and lightweight performance tracing for serverless functions * SDKs for AWS Lambda, Cloudflare Workers, and more mipaov...
Which APM tools integrate best with cloud provider managed databases and serverless functions for end-to-end visibility?
Most cited sources
No cited source mix is available for this brand yet.
Alternatives in Observability & Monitoring6
Topic coverageCoverage by buyer topic
Topic Coverage
Prompt-Level Results
| Prompt | Google AI Mode | Bing Copilot | ChatGPT | Gemini Search | Perplexity | Grok |
|---|---|---|---|---|---|---|
Capability0/5 cited (0%) | ||||||
Which monitoring platforms have the best anomaly detection — automatically surfacing regressions without manual threshold tuning? | ||||||
Which observability platforms support real user monitoring alongside backend APM for correlating frontend and backend performance? | ||||||
I'm evaluating observability platforms — which ones are best suited for a logs-first approach versus a traces-first approach? | ||||||
Which observability platforms support business-level metrics like conversion funnels alongside infrastructure and application telemetry? | ||||||
Which enterprise observability platforms handle multi-tenant environments with isolated views per team or service best? | ||||||
Developer Experience0/5 cited (0%) | ||||||
Which observability platforms make it easiest for developers new to OpenTelemetry to adopt a trace-first workflow? | ||||||
Which observability platforms make it easiest to correlate a user-reported error with the right trace and log lines in a distributed system? | ||||||
Which observability platforms have the best alert management features to help teams reduce alert fatigue through smart routing and thresholds? | ||||||
Which monitoring platforms offer the best on-call experience — from alert firing through to root cause identification? | ||||||
Which observability platforms have the best ad-hoc query experience for high-cardinality log data during an active incident? | ||||||
Integrations & Ecosystem0/5 cited (0%) | ||||||
Which observability backends support receiving OpenTelemetry data simultaneously to avoid vendor lock-in? | ||||||
Which APM tools integrate best with cloud provider managed databases and serverless functions for end-to-end visibility? | ||||||
Which observability platforms integrate with deployment pipelines to correlate performance regressions with specific code changes? | ||||||
What log shipping tools work best for getting structured logs from containerized applications to an observability platform without code changes? | ||||||
Which observability platforms integrate best with incident management and on-call scheduling tools for a seamless response workflow? | ||||||
Performance & Reliability0/5 cited (0%) | ||||||
Which cloud observability platforms have the most reliable synthetic monitoring checks with the lowest false positive rates? | ||||||
What observability platforms offer the best tail-based sampling for high-throughput systems to control costs without losing important traces? | ||||||
Which SaaS monitoring platforms have the lowest ingestion lag during high-volume log bursts so alerting stays fast? | ||||||
Which observability platforms handle data retention and query performance best as log volume grows into terabytes per day? | ||||||
Which distributed tracing platforms add the least overhead to latency-sensitive APIs — safe to run in production at full sampling? | ||||||
Setup & First Run0/5 cited (0%) | ||||||
Which APM tools have the best day-one onboarding to get immediate value without drowning in noise? | ||||||
What are the best cloud-hosted observability platforms for migrating from a legacy self-hosted logging stack without losing historical data? | ||||||
What's the quickest distributed tracing platform to set up across a microservices architecture on a container orchestration platform? | ||||||
What observability platforms can a small engineering team realistically get to meaningful dashboards and alerting on quickly? | ||||||
What observability platforms support unified metrics, traces, and logs instrumentation for Node.js and Python polyglot applications? | ||||||
Turn this matrix into daily prompt monitoring.
Track prompt changesVertical Ranking
| # | Brand | PresencePres. | Share of VoiceSoV | DocsDocs | BlogBlog | MentionsMent. | Avg PosPos | Sentiment |
|---|---|---|---|---|---|---|---|---|
| 1 | New Relic | 25.3% | 15.3% | 2.7% | 20.7% | 61.3% | #14.7 | +0.39 |
| 2 | Datadog | 22.0% | 18.3% | 8.0% | 12.0% | 73.3% | #13.9 | +0.46 |
| 3 | Grafana | 16.7% | 14.5% | 10.7% | 2.0% | 10.0% | #18.7 | +0.53 |
| 4 | Splunk | 14.7% | 12.1% | 0.7% | 8.0% | 41.3% | #17.3 | +0.40 |
| 5 | Better Stack | 10.7% | 5.6% | 0.7% | 0.7% | 7.3% | #15.2 | +0.50 |
| 6 | Honeycomb | 10.0% | 11.0% | 4.0% | 6.7% | 30.0% | #19.8 | +0.57 |
| 7 | Dynatrace | 8.7% | 10.5% | 4.0% | 4.7% | 48.0% | #39.3 | +0.42 |
| 8 | Elastic | 8.0% | 5.1% | 2.0% | 1.3% | 25.3% | #20.6 | +0.41 |
| 9 | Logz.io | 7.3% | 3.5% | 0.0% | 6.0% | 4.0% | #7.8 | +0.40 |
| 10 | Coralogix | 4.7% | 2.2% | 0.0% | 0.0% | 0.7% | #9.3 | +0.44 |
| 11 | Chronosphere | 1.3% | 0.8% | 0.0% | 0.0% | 1.3% | #23.3 | +0.75 |
| 12 | Axiom | 0.7% | 0.8% | 0.0% | 0.7% | 4.7% | #74.7 | +0.80 |
| 13 | Mezmo | 0.7% | 0.3% | 0.7% | 0.0% | 0.7% | #75.0 | +0.80 |
| 14 | Sentry | 0.0% | 0.0% | 0.0% | 0.0% | 10.0% | — | — |
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