# Embrace AI visibility in Error Tracking & Crash Reporting

Canonical: https://devtune.ai/verticals/error-tracking-crash-reporting/embrace

[Website](https://embrace.io/)

Updated: 2026-10-15T14:04:43.991732+00:00
Prompts: 25
Runs: 6


## Platforms

- chatgpt-search
- google-ai
- perplexity
- google-ai-mode
- bing-copilot-search
- xai-search

Rank: 9
Total brands: 11
Measured responses: 150
Presence percent: 2
Share of voice percent: 0.5899705014749262
Average position: 13
Docs presence percent: 0
Blog presence percent: 2
Brand mention percent: 0.6666666666666667


## Profile

Overview: Embrace is a user-focused observability platform built on OpenTelemetry, purpose-built for mobile and web engineering teams. Founded in 2016 and headquartered in Los Angeles, the company captures 100% of user sessions—rather than sampling—to give engineering, SRE, and DevOps teams full visibility into crashes, ANRs, network failures, performance regressions, and user journey issues across iOS, Android, React Native, Flutter, Unity, and web apps. It is the only frontend-focused vendor in the Cloud Native Computing Foundation (CNCF) and an OpenTelemetry vendor, with fully open-source SDKs under Apache 2.0. In November 2025, Embrace acquired SpeedCurve, adding synthetic monitoring and deep Core Web Vitals expertise. The combined entity serves nearly 1,000 customers including AllTrails, The New York Times, GOAT, Hyatt, and Amazon, backed by ~$79.5M in funding from NEA, Greycroft, AV8 (Allianz), Eniac, and Y Combinator.
Product summary: Embrace is a user-focused observability platform providing Real User Monitoring (RUM) for mobile (iOS, Android, React Native, Flutter, Unity) and web applications. Built natively on OpenTelemetry, it captures 100% of user sessions to surface crashes, ANRs, network issues, performance traces, and user journey data with full session-level context. The platform includes AI-powered workflows, an MCP Server for agentic observability, custom dashboards, metrics forwarding, and integrations with backend observability tools (Grafana, Elastic, Chronosphere). Following its November 2025 acquisition of SpeedCurve, Embrace also offers synthetic monitoring, Core Web Vitals benchmarking, and JavaScript performance analytics.


### Key capabilities

- 100% user session capture with automatic instrumentation (no sampling)
- Mobile RUM: crash reporting, ANR monitoring, OOM detection, network insights, thread profiling
- Web RUM: Core Web Vitals, JavaScript exception tracking, session timelines, custom metrics and alerts
- OpenTelemetry-native SDKs for iOS, Android, React Native, Flutter, Unity, and Web
- User session timeline with full play-by-play of technical and behavioral events
- Synthetic monitoring and web performance benchmarking (via SpeedCurve)
- AI-powered workflows, natural language filtering, MCP Server for agentic observability
- Metrics and spans forwarding to external observability platforms (Grafana, Elastic, Chronosphere)
- Custom dashboards, alerting, and mobile SLO construction
- Network span forwarding for end-to-end distributed trace propagation from mobile/web to backend



### Target users

- Mobile engineers (iOS, Android, React Native, Flutter, Unity)
- Web frontend developers
- Site reliability engineers (SREs) and DevOps teams
- Engineering managers and VP Engineering at digital-first companies
- Platform/observability teams managing multi-team mobile and web stacks



### Key use cases

- Diagnosing and resolving mobile app crashes, ANRs, and out-of-memory errors
- Monitoring Core Web Vitals and web performance regressions in production
- Correlating frontend user impact with backend service issues via OpenTelemetry
- Building mobile and web SLOs tied to real user experience data
- Identifying non-crash UX issues such as slow screen loads and network failures
- Unifying mobile and backend observability across SRE, DevOps, and mobile engineering teams
- Monitoring high-stakes release events and live production incidents in real time
- Tracking user journey abandonment rates and incomplete interactions

Integrations ecosystem: Embrace integrates natively with Grafana Labs (go-to-market partnership signed June 2024 enabling mobile SLOs in Grafana dashboards), Chronosphere, and Elastic for backend observability correlation. Workflow integrations include Jira (issue creation), Slack (alerting), and PagerDuty (incident routing) on Pro and Enterprise tiers. Data forwarding is supported via PromQL API (metrics), TraceQL API (spans), and a metrics-forwarding pipeline to third-party platforms. The platform exports data as OpenTelemetry signals (traces, logs, metrics), enabling integration with any OTel-compatible backend. Open-source SDKs (Apache 2.0) are published for iOS/Apple, Android, React Native, Flutter, Unity, and Web. The November 2025 SpeedCurve acquisition added synthetic monitoring and WebPageTest-based web performance capabilities. Embrace is a CNCF member and contributes to multiple OpenTelemetry SIGs.
Pricing summary: Embrace offers three tiers. Free: $0 for up to 1 million sessions/year, up to 5 users, 3-day event data retention, includes crash reporting, error tracking, basic dashboards, and performance monitoring. Pro: $0.80 per 1,000 sessions with a minimum spend of $80/month; up to 10 users, 14-day event data retention, custom dashboards, API access, metrics forwarding, Jira/Slack/PagerDuty integrations, and standard support. Enterprise: Custom pricing (minimum $80), unlimited users, 30-day event data retention, custom metrics, event and span forwarding, code owners, tagging, gold-tier support, and a focused CSM. Synthetic monitoring (web) is available as an add-on at $15 per 1,000 checks on paid plans. Log ingestion beyond error logs is charged additionally on Pro and Enterprise. A 30-day Pro trial is available.
Review summary: Embrace receives consistently positive feedback from mobile engineering teams, who praise the depth of session-level visibility, ease of SDK integration, and the value of crash/ANR/OOM reporting in a single platform. The user session timeline and Moments feature for tracking interaction abandonment are frequently highlighted. Customer support is described as a standout. Criticisms center on the dashboard UI being less accessible for non-technical stakeholders, limited data filtering flexibility, absence of a native mobile dashboard app, and dark-mode email rendering issues. The review volume on public platforms is relatively modest (~22 reviews on G2 as of research date), reflecting the platform's focus on enterprise and mid-market mobile engineering buyers rather than broad self-serve adoption.
Competitive positioning: Embrace positions itself as the only user-focused, frontend-native observability platform built on OpenTelemetry, contrasting against general-purpose APM vendors (Datadog, Dynatrace) that have bolted on mobile RUM as an afterthought, and against narrower crash-only tools. Its differentiation rests on: (1) capturing 100% of user sessions rather than sampling, (2) being the only frontend-focused CNCF member vendor, (3) offering open-source SDKs for iOS, Android, React Native, Flutter, Unity, and web under Apache 2.0, (4) tying mobile and web performance directly to end-user business impact via OpenTelemetry-native traces and spans, and (5) the November 2025 acquisition of SpeedCurve adding synthetic monitoring and deep Core Web Vitals expertise. The combined entity now serves nearly 1,000 customers across mobile and web, spanning gaming, e-commerce, travel, media, and financial services.
Limitations: Review feedback notes the UI can be less intuitive for non-technical team members. Data filtering options have been described as limited, restricting the ability to build fully customized dashboards. There is no native mobile app for the Embrace dashboard itself. Email reports are reported to render poorly on mobile devices in dark mode. Data retention is relatively short on lower tiers (3 days on Free, 14 days on Pro for event data). Web RUM is newer than the mobile offering and some web capabilities are still maturing post-SpeedCurve acquisition. The platform's primary depth remains mobile-first; teams with purely web or backend needs may find broader APM platforms more feature-complete on those dimensions.


### Source urls

- https://embrace.io/
- https://embrace.io/pricing/
- https://embrace.io/platform/integrations/
- https://github.com/embrace-io
- https://embrace.io/blog/embrace-closes-series-b/
- https://www.prnewswire.com/news-releases/embrace-acquires-speedcurve-expands-user-focused-observability-platform-with-web-performance-insights-302608261.html
- https://www.crunchbase.com/organization/embrace-io
- https://tracxn.com/d/companies/embrace/__ARAlV1qR49ADRBEfOAyPGKAze2KrzZY-AvR_G0JhPYg
- https://www.ycombinator.com/companies/embrace
- https://siliconangle.com/2025/11/10/embrace-acquires-web-performance-startup-speedcurve-expand-user-focused-observability/
- https://pitchbook.com/profiles/company/169525-63
- https://www.g2.com/sellers/embrace-582a2b14-5da3-4588-8e54-6fcf5a3a0115

Reviewed at: 2026-04-28T23:10:49.233+00:00


### Customer outcomes





### Reviews breakdown





### Review themes



#### Praised

- Comprehensive user session visibility and timeline playback
- Crash, ANR, and OOM reporting depth
- Easy SDK integration and setup
- Moments feature for tracking user interaction abandonment
- Responsive and knowledgeable customer support team
- Network insights and performance monitoring in one platform
- Actionable insights without requiring manual log correlation



#### Criticized

- Dashboard UI less intuitive for non-technical stakeholders
- Limited data filtering flexibility for custom dashboards
- No native mobile app for monitoring on the go
- Email reports render poorly in dark mode on mobile
- Short data retention windows on lower-tier plans




### Company facts

Founded year: 2016
Hq: Los Angeles, CA, USA


#### Founders

- Eric Futoran
- Maggie Shih
- Fredric Newberg

Employees range: 100-150
Total funding: ~$79.5M
Valuation: Not available
Arr: Not available
Customer count: ~1,000 (combined with SpeedCurve post-ac
Status: Private (Series B)


Readiness: Not available


## Ranking

| Display name | Pair count | Total pairs | Presence percent | Avg position |
| --- | --- | --- | --- | --- |
| Sentry | 86 | 150 | 57.333333333333336 | 19.59778597785978 |
| Bugsnag | 60 | 150 | 40 | 26.64457831325301 |
| Rollbar | 51 | 150 | 34 | 28.966442953020135 |
| Raygun | 18 | 150 | 12 | 33.36 |
| LogRocket | 16 | 150 | 10.666666666666668 | 25.818181818181817 |
| TrackJS | 16 | 150 | 10.666666666666668 | 30.545454545454547 |
| Highlight.io | 5 | 150 | 3.3333333333333335 | 44 |
| Airbrake | 4 | 150 | 2.666666666666667 | 20.714285714285715 |
| Embrace | 3 | 150 | 2 | 13 |
| Jam.dev | 0 | 150 | 0 | Not available |
| Luciq | 0 | 150 | 0 | Not available |



## Platform breakdown

| Platform | Prompt count | Presence rate |
| --- | --- | --- |
| chatgpt-search | 0 | 0 |
| google-ai | 0 | 0 |
| perplexity | 0 | 0 |
| google-ai-mode | 1 | 4 |
| bing-copilot-search | 0 | 0 |
| xai-search | 2 | 8 |



## Strengths





## Gaps

| Prompt text | Competitor presence count |
| --- | --- |
| Which error tracking platforms handle error grouping best for flaky or non-deterministic errors with slightly different stack traces each time? | 5 |
| What are the best error tracking tools for a Next.js app that handles both server-side and client-side rendering without doubling up on error events? | 5 |
| Which error tracking platforms can correlate a frontend JS error with the backend API call that caused it across a distributed trace? | 4 |
| Which error tracking platforms offer the best webhook and event streaming support for building internal tooling on top of error data? | 4 |
| What event volume limits should I expect from error tracking platforms at scale — and which ones have the most predictable pricing as volume grows? | 4 |



## Topic scores

| Topic name | Prompt count | Cited prompt count |
| --- | --- | --- |
| Capability | 5 | 0 |
| Developer Experience | 5 | 0 |
| Integrations & Ecosystem | 5 | 1 |
| Performance & Reliability | 5 | 0 |
| Setup & First Run | 5 | 1 |



## Prompt results

- Prompt text: Which error tracking platforms integrate natively with observability stacks — metrics, tracing, and logs — so you don't need two separate dashboards?


#### Brand position by platform

Chatgpt-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: 15



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Sentry | 1 |



##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| Sentry | 1 |



##### Google-ai-mode





##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Embrace | 15 |
| Sentry | 16 |
| Raygun | 21 |
| Bugsnag | 27 |
| TrackJS | 29 |
| Rollbar | 30 |


- Prompt text: Which error tracking platforms have the best two-way sync with issue trackers so bugs automatically get created and closed in the right project board?


#### Brand position by platform

Chatgpt-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Sentry | 1 |
| Bugsnag | 4 |
| Rollbar | 6 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Bugsnag | 3 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Sentry | 1 |
| Bugsnag | 4 |
| Rollbar | 6 |



##### Google-ai-mode





##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Bugsnag | 6 |
| Sentry | 9 |
| Rollbar | 58 |


- Prompt text: Which error tracking platforms can correlate a frontend JS error with the backend API call that caused it across a distributed trace?


#### Brand position by platform

Chatgpt-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Sentry | 7 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Sentry | 1 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Sentry | 1 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Sentry | 3 |



##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Sentry | 1 |
| Bugsnag | 24 |
| Rollbar | 47 |


- Prompt text: Which error tracking tools integrate best with on-call and incident management systems to page the right person when a critical error spikes?


#### Brand position by platform

Chatgpt-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Chatgpt-search





##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| Sentry | 1 |
| Bugsnag | 4 |



##### Google-ai-mode





##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Bugsnag | 30 |
| Sentry | 33 |
| Rollbar | 45 |


- Prompt text: Which error tracking platforms are designed for microservices architectures where errors in one service can cascade into others?


#### Brand position by platform

Chatgpt-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Sentry | 7 |



##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| Sentry | 1 |



##### Google-ai-mode





##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Sentry | 35 |


- Prompt text: What's the easiest error tracking and crash reporting platform to integrate into a React Native app for both iOS and Android from a single SDK?


#### Brand position by platform

Chatgpt-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: 2
Bing-copilot-search: Not available
Xai-search: 12



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Sentry | 1 |
| Bugsnag | 5 |



##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| Sentry | 1 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Embrace | 2 |
| Sentry | 5 |



##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Sentry | 3 |
| Embrace | 12 |
| Bugsnag | 19 |
| Raygun | 33 |
| LogRocket | 61 |


- Prompt text: What error tracking tools do teams typically use to manage the full workflow from alert to assignment to resolution in one place?


#### Brand position by platform

Chatgpt-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Rollbar | 1 |
| Bugsnag | 3 |



##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| Sentry | 1 |
| Bugsnag | 3 |
| Rollbar | 6 |



##### Google-ai-mode





##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Raygun | 21 |
| Sentry | 29 |
| TrackJS | 43 |
| Bugsnag | 46 |
| Rollbar | 48 |


- Prompt text: Which error tracking platforms integrate best into a developer's normal workflow — IDE plugins, chat notifications, or built-in triage dashboards?


#### Brand position by platform

Chatgpt-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Sentry | 3 |
| Rollbar | 5 |
| Bugsnag | 8 |



##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| Sentry | 1 |
| Bugsnag | 3 |
| Rollbar | 4 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| LogRocket | 2 |



##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Sentry | 5 |
| Raygun | 10 |
| LogRocket | 28 |
| Rollbar | 35 |


- Prompt text: Which error tracking platforms offer the best webhook and event streaming support for building internal tooling on top of error data?


#### Brand position by platform

Chatgpt-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Sentry | 1 |
| Rollbar | 2 |
| Bugsnag | 6 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Sentry | 1 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Sentry | 1 |
| Bugsnag | 4 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Sentry | 1 |



##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Raygun | 11 |
| Sentry | 13 |
| LogRocket | 22 |
| Bugsnag | 50 |
| Rollbar | 60 |


- Prompt text: What event volume limits should I expect from error tracking platforms at scale — and which ones have the most predictable pricing as volume grows?


#### Brand position by platform

Chatgpt-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Rollbar | 1 |
| Bugsnag | 10 |



##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| Rollbar | 1 |
| Bugsnag | 4 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| TrackJS | 3 |
| Sentry | 5 |



##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Sentry | 1 |
| TrackJS | 23 |
| Bugsnag | 37 |
| Rollbar | 56 |


- Prompt text: I'm migrating error tracking to a new platform — which tools make it easiest to preserve historical data and recreate alert rules?


#### Brand position by platform

Chatgpt-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Sentry | 1 |
| Rollbar | 4 |
| Bugsnag | 9 |



##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| Sentry | 1 |



##### Google-ai-mode





##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Sentry | 1 |
| TrackJS | 14 |
| Rollbar | 17 |
| Raygun | 27 |
| LogRocket | 37 |


- Prompt text: Which error tracking platforms offer the best release tracking so teams can tell whether a new deploy made error rates better or worse?


#### Brand position by platform

Chatgpt-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Sentry | 1 |
| Bugsnag | 4 |
| Rollbar | 7 |



##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| Sentry | 2 |
| Bugsnag | 4 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Sentry | 1 |
| Bugsnag | 3 |



##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Raygun | 3 |
| Rollbar | 10 |
| Sentry | 12 |
| TrackJS | 17 |
| Airbrake | 26 |
| Bugsnag | 44 |


- Prompt text: Which error tracking platforms handle error storms gracefully when a bad deploy suddenly generates millions of events per minute?


#### Brand position by platform

Chatgpt-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Sentry | 2 |
| Rollbar | 6 |
| Bugsnag | 8 |



##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| Sentry | 1 |
| Bugsnag | 2 |
| Rollbar | 5 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Sentry | 1 |
| Raygun | 5 |
| Bugsnag | 6 |



##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Sentry | 1 |
| Bugsnag | 11 |
| Rollbar | 19 |
| TrackJS | 21 |
| Raygun | 28 |
| LogRocket | 32 |


- Prompt text: What tools help teams correlate error tracking data with feature flag releases to automatically flag which deployment introduced a regression?


#### Brand position by platform

Chatgpt-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Sentry | 1 |
| Rollbar | 8 |



##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| Sentry | 1 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Sentry | 1 |



##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Sentry | 16 |
| Bugsnag | 37 |


- Prompt text: Which platforms offer both error tracking and full session replay in one tool — and when does a team actually need both together?


#### Brand position by platform

Chatgpt-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| LogRocket | 3 |
| Sentry | 12 |



##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| Sentry | 1 |
| LogRocket | 3 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Sentry | 3 |



##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Rollbar | 3 |
| Sentry | 6 |
| Highlight.io | 9 |
| LogRocket | 19 |


- Prompt text: Which error tracking platforms offer the best sampling rate controls to manage cost and noise in production without missing critical low-frequency errors?


#### Brand position by platform

Chatgpt-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Sentry | 1 |
| Rollbar | 7 |
| Bugsnag | 9 |



##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| Sentry | 3 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Sentry | 1 |



##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| TrackJS | 4 |
| Bugsnag | 5 |
| Sentry | 11 |
| Raygun | 16 |
| LogRocket | 18 |
| Rollbar | 38 |


- Prompt text: Which error tracking platforms handle error grouping best for flaky or non-deterministic errors with slightly different stack traces each time?


#### Brand position by platform

Chatgpt-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Sentry | 1 |
| Rollbar | 3 |
| Bugsnag | 6 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Bugsnag | 2 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Sentry | 2 |
| Rollbar | 4 |
| Bugsnag | 7 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Rollbar | 1 |
| Sentry | 2 |
| Bugsnag | 4 |



##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Sentry | 1 |
| Bugsnag | 2 |
| Rollbar | 4 |
| TrackJS | 16 |
| Raygun | 23 |
| LogRocket | 36 |


- Prompt text: Which error tracking SDKs have the lowest page load overhead and offer async or lazy-loading options to minimise impact?


#### Brand position by platform

Chatgpt-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Rollbar | 1 |
| Airbrake | 6 |
| Bugsnag | 8 |



##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| Sentry | 1 |
| Bugsnag | 4 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Sentry | 2 |



##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| TrackJS | 19 |
| Sentry | 27 |
| Raygun | 34 |
| Bugsnag | 51 |
| Rollbar | 78 |


- Prompt text: Which error tracking platforms automatically capture the most useful context — breadcrumbs, user state, request data — so engineers can reproduce bugs without user help?


#### Brand position by platform

Chatgpt-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Bugsnag | 1 |
| Rollbar | 3 |



##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| Sentry | 1 |
| Bugsnag | 3 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Sentry | 1 |
| Bugsnag | 4 |



##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| TrackJS | 1 |
| Raygun | 10 |
| Sentry | 13 |
| Bugsnag | 24 |
| Rollbar | 58 |
| Highlight.io | 65 |


- Prompt text: Which error tracking platforms handle background job errors as well as request-response errors from a web server?


#### Brand position by platform

Chatgpt-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Bugsnag | 1 |
| Rollbar | 4 |



##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| Sentry | 1 |
| Bugsnag | 2 |
| Rollbar | 3 |



##### Google-ai-mode





##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Sentry | 1 |
| Raygun | 5 |
| LogRocket | 13 |
| Rollbar | 36 |
| TrackJS | 37 |
| Bugsnag | 69 |
| Airbrake | 79 |


- Prompt text: Which error tracking tools handle deduplication and grouping best to reduce alert fatigue when a single bug triggers thousands of duplicate events?


#### Brand position by platform

Chatgpt-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Sentry | 1 |
| Rollbar | 3 |
| Bugsnag | 5 |
| Airbrake | 8 |



##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| Sentry | 1 |
| Rollbar | 4 |
| Bugsnag | 6 |



##### Google-ai-mode





##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| TrackJS | 16 |
| Rollbar | 24 |
| Raygun | 27 |
| Sentry | 33 |
| LogRocket | 70 |


- Prompt text: What are the best error tracking tools for a Next.js app that handles both server-side and client-side rendering without doubling up on error events?


#### Brand position by platform

Chatgpt-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Sentry | 1 |
| Bugsnag | 3 |
| Rollbar | 4 |
| Highlight.io | 5 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Sentry | 2 |



##### Perplexity

| Display name | Position |
| --- | --- |
| Sentry | 1 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Sentry | 2 |



##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Sentry | 3 |
| Rollbar | 9 |
| Highlight.io | 13 |
| LogRocket | 18 |
| TrackJS | 35 |


- Prompt text: Which error tracking tools offer the best PII scrubbing and GDPR compliance features for stripping sensitive fields from payloads before they leave the browser?


#### Brand position by platform

Chatgpt-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Bugsnag | 3 |
| Rollbar | 5 |
| Highlight.io | 9 |



##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| Sentry | 1 |
| Raygun | 3 |
| Bugsnag | 4 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Sentry | 1 |
| Bugsnag | 3 |



##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Sentry | 8 |
| TrackJS | 32 |
| Raygun | 43 |
| Rollbar | 55 |
| Bugsnag | 65 |


- Prompt text: Which error tracking platforms handle source map uploads well so you see original TypeScript line numbers instead of minified bundle references?


#### Brand position by platform

Chatgpt-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Bugsnag | 1 |
| Rollbar | 3 |
| Sentry | 7 |



##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| Sentry | 1 |
| Bugsnag | 3 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Sentry | 1 |



##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Sentry | 1 |
| Bugsnag | 26 |
| Rollbar | 27 |
| LogRocket | 54 |
| TrackJS | 69 |


- Prompt text: Which error tracking platforms buffer events locally during outages and replay them when connectivity is restored, rather than dropping events?


#### Brand position by platform

Chatgpt-search: Not available
Google-ai: Not available
Perplexity: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Xai-search: Not available



#### Platform rows



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Sentry | 3 |
| Bugsnag | 4 |
| Rollbar | 6 |



##### Google-ai





##### Perplexity

| Display name | Position |
| --- | --- |
| Sentry | 1 |
| Rollbar | 3 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Sentry | 1 |



##### Bing-copilot-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Sentry | 1 |
| LogRocket | 4 |
| Raygun | 8 |
| Rollbar | 31 |
| Bugsnag | 35 |





## Top sources

| Url | Title | Domain | Logo url | Source vertical | Content type | Citation count | Last30d count |
| --- | --- | --- | --- | --- | --- | --- | --- |
| https://embrace.io/blog/top-react-native-performance-monitoring-tools/ | Top React Native performance monitoring tools for 2026 | embrace.io | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/36b1910b-2bb7-424d-be2f-ab824992ea50/83986e6641aae2d28a06a0359ec44b94eee5ec45.png | commercial | blog_post | 1 | 1 |
| https://embrace.io/blog/what-is-an-observability-platform/ | What Is an Observability Platform? - Embrace.io | embrace.io | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/36b1910b-2bb7-424d-be2f-ab824992ea50/83986e6641aae2d28a06a0359ec44b94eee5ec45.png | commercial | blog | 1 | 0 |
| https://embrace.io/blog/top-react-native-performance-monitoring-tools-for-2023/ | Top React Native performance monitoring tools for 2023 | embrace.io | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/36b1910b-2bb7-424d-be2f-ab824992ea50/83986e6641aae2d28a06a0359ec44b94eee5ec45.png | commercial | blog | 1 | 0 |
| https://embrace.io/blog/best-ios-crash-reporting-tools/ | 10 Best iOS Crash Reporting Tools in 2026 - Embrace.io | embrace.io | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/36b1910b-2bb7-424d-be2f-ab824992ea50/83986e6641aae2d28a06a0359ec44b94eee5ec45.png | commercial | blog | 1 | 0 |



## Response excerpts

| Prompt text | Platform | Excerpt |
| --- | --- | --- |
| What's the easiest error tracking and crash reporting platform to integrate into a React Native app for both iOS and Android from a single SDK? | google-ai-mode | Top React Native performance monitoring tools for 2026[Zero to Hero: Mastering Sentry Integration in React Native](https://medium.com/@shankhanbkr/zero-to-hero-mastering-sentry-in... |



## Competitor excerpts

| Platform | Competitor name | Excerpt |
| --- | --- | --- |
| chatgpt-search | Sentry | ## Best error tracking platforms for this use case ## 1. Sentry Best overall for variable stack traces Sentry is my first choice when stack traces differ slightly but the underlying failure may be the same. |
| chatgpt-search | Rollbar | Docs: Issue grouping · Enhanced grouping ## 2. Rollbar Best for automatic grouping with custom rules Rollbar uses automation-grade grouping, including machine-learning components, and supports custom fingerprinting rules and manual merging. |
| google-ai | Bugsnag | Bugsnag (Best for Configurable Grouping Strategies) Bugsnag offers explicit control over _how_ errors are aggregated via selectable grouping algorithms in project settings. |
| perplexity | Sentry | For errors whose stack traces vary slightly, Sentry and Rollbar are the strongest fits to evaluate first—but they solve the problem differently. |
| google-ai-mode | Rollbar | rollbar.com/docs/error-grouping-best-practices)Issue Grouping: Smarter, Faster, Half as Wrong \| Sentry BlogIssue Grouping[BugSnag docs... |
| google-ai-mode | Sentry | ...st Practices](https://docs.rollbar.com/docs/error-grouping-best-practices)Issue Grouping: Smarter, Faster, Half as Wrong \| Sentry Blog[Issue Grouping](https://docs.sentry.io/concepts/data-management/eve... |
| chatgpt-search | Sentry | ## Best error tracking tools for Next.js ## 1. Sentry Best overall Sentry has an official Next.js SDK that covers browser, Node.js server, and Edge runtimes, with support for React Server Components, server actions, hydration errors, and performance tracing. |
| chatgpt-search | Bugsnag | Next.js setup and features ## 2. BugSnag A strong alternative if your main priority is application stability and actionable error reports. |
| google-ai | Sentry | Sentry ( `@sentry/nextjs` ) — _Best Overall & Industry Standard_ Sentry is widely considered the gold standard for full-stack Next.js error tracking. |
| perplexity | Sentry | For a Next.js app that renders on both the server and client, Sentry is the strongest default choice: its Next.js SDK is designed to instrument the browser, Node.js server, and Edge runtimes, and it captures many unhandled errors automatically. |
| google-ai-mode | Sentry | Sentry is the industry standard and best error tracking tool for Next.js applications, providing unified, full-stack error tracking across both client-side rendering (CSR) and server-side rendering (SSR) without duplicating events. |
| google-ai | Sentry | Sentry \+ 1 The primary platforms capable of this correlation include: ### 1\. |



## Trend

Visibility delta: 0.8
Avg position delta: Not available
Citation count delta: 1