AI visibility report
Highlight.io ranks #7 in Error Tracking & Crash Reporting AI search.
Outside the top three on 20 of the 25 prompts buyers actually ask.
Sentry is cited on 18 of those losses.
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Track Highlight.io across these prompts daily.
Start free trial#7 among 11 vendors · still absent from 98% of tracked prompt responses
Top-3 citations across 150 prompt × platform pairs
Peer Ranking
Key Metrics
Platform Breakdown
Grok
Gemini Search
Perplexity
Google AI Mode
Bing Copilot
ChatGPTNarrower footprint, stronger tone. Highlight.io ranks #7 on presence but #3 on sentiment. That means the brand is framed well when it appears, but still needs broader prompt-response coverage.
Where Highlight.io is losing
Prompts where competitors are visible and Highlight.io is not.
These prompt-level losses are the first prompts to track and repair.
Where Highlight.io is winning
No clear strengths identified yet.
Where Highlight.io is losing5
Which error tracking platforms can correlate a frontend JS error with the backend API call that caused it across a distributed trace?
Competitors on 4 platforms
Track this promptWhat 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?
Competitors on 4 platforms
Track this promptWhich error tracking platforms handle source map uploads well so you see original TypeScript line numbers instead of minified bundle references?
Competitors on 4 platforms
Track this promptWhat event volume limits should I expect from error tracking platforms at scale — and which ones have the most predictable pricing as volume grows?
Competitors on 3 platforms
Track this promptWhich error tracking SDKs have the lowest page load overhead and offer async or lazy-loading options to minimise impact?
Competitors on 3 platforms
Track this prompt
Track Highlight.io daily before the next report refresh.
Track these gapsResearch dossierCapabilities, use cases, sources, reviews, pricing, and FAQ
Overview
Highlight.io is an open-source, full-stack application monitoring platform founded in 2020 and backed by Y Combinator (W23). It combines session replay, error monitoring, logging, and distributed tracing into a single cohesive interface, enabling engineering teams to understand both the 'what' and 'why' behind application issues without manually correlating data across disparate tools. Built on OpenTelemetry and powered by ClickHouse, it supports modern full-stack frameworks including Next.js, React, and Remix, with SDKs across JavaScript, Go, Python, Java, and Ruby. A self-hosting path via Docker or Kubernetes caters to privacy-sensitive deployments. Highlight raised $8.5M in seed funding before being acquired by LaunchDarkly in April 2025, where it is being integrated as the observability layer for LaunchDarkly's Guarded Releases feature flag platform.
Highlight.io is an open-source, full-stack monitoring platform that unifies session replay, error monitoring, structured logging, and distributed tracing in a single developer-centric interface. It enables engineering teams to correlate front-end user sessions with back-end errors, logs, and traces to rapidly diagnose and resolve application issues. Built on OpenTelemetry and ClickHouse, it supports self-hosting and integrates with modern frameworks and developer workflows. Acquired by LaunchDarkly in April 2025, it is being embedded into LaunchDarkly's Guarded Releases offering as a real-time observability layer.
Key Facts
- Founded
- 2020
- HQ
- Seattle, WA, USA
- Founders
- Jay Khatri, Vadim Korolik
- Employees
- 11-50
- Funding
- $8.5M
- Status
- Acquired by LaunchDarkly (April 2025)
Target users
Key Capabilities10
- DOM-based high-fidelity session replay with console and network request recording
- Full-stack error monitoring with custom grouping and customizable alerting rules
- Structured logging with search, alerts, and ClickHouse-powered scalability
- Distributed tracing with OpenTelemetry support and end-to-end performance visualization
- Customizable dashboards and APM views for unified observability
- AI-powered error grouping for noise reduction
- Self-hosting via Docker Compose or Kubernetes Helm Chart
- Powerful privacy controls and compliance support (SOC 2, HIPAA, ISO)
- Cross-signal correlation linking sessions, errors, logs, and traces
- Open-source codebase with active community contribution model
Key Use Cases7
- Reproducing and debugging hard-to-crack frontend bugs using session replay
- Detecting and triaging frontend and backend errors before users report them
- Searching and alerting on full-stack logs in real time
- Tracing distributed request performance across microservices
- Providing engineering and support teams with user session context for faster resolution
- Self-hosting monitoring infrastructure for data-sensitive or compliance-bound environments
- Integrating observability into feature flag-driven release workflows (via LaunchDarkly)
Recent Trend
How AI describes Highlight.io2
...re the ones that provide framework‑aware deduplication and unified event grouping. Across the ecosystem, Sentry, Highlight.io, AppSignal, and Honeybadger stand out because they explicitly support Next.js SSR + CSR and avoid duplicate ev...
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?
2. Highlight.io : An open-source alternative that provides session replay along with error tracking, allowing you to see the exact user action that led to an error in both server and client contexts.
Which error tracking platforms can correlate a frontend JS error with the backend API call that caused it across a distributed trace?
Most cited sources8
- H2
highlight.io: The open source monitoring platform.
highlight.io·Landing Page
- H1
highlight.io: The open source monitoring platform.
highlight.io·Product Page
- H1
Error Monitoring Features
highlight.io·Landing Page
- H1
highlight.io: The open source monitoring platform.
highlight.io·Landing Page
- H1
The Open Source Mouseflow alternative
highlight.io·Landing Page
- H1
Tracking Users & Recording Events
highlight.io·Landing Page
Alternatives in Error Tracking & Crash Reporting6
Highlight.io positioned itself as the open-source, full-stack alternative to siloed monitoring tools.
- Where Sentry focuses on error tracking and LogRocket on session replay, Highlight combined both with logging and distributed tracing in a single, unified platform purpose-built for modern full-stack frameworks (Next.js, Remix, etc.).
- Its core differentiators were open-source transparency with a self-hosting path, OpenTelemetry-native tracing, and a generous free tier — targeting developer-led teams frustrated by stitching together multiple point solutions.
- Following its April 2025 acquisition by LaunchDarkly, Highlight is being repositioned as the real-time observability layer for LaunchDarkly's 'Guarded Releases' feature flag workflows, deepening its value proposition beyond standalone error monitoring.
Reviews
Praised
- Easy, fast setup with a few lines of code
- Unified session replay + error + log correlation in one view
- Open-source transparency and self-hosting flexibility
- Helps catch bugs that would otherwise go undetected
- Surfaces actionable user session context for support and debugging
- Active community and responsive team
- Generous free tier for early-stage teams
- OpenTelemetry-native distributed tracing
Criticized
- Free tier limited to 500 sessions/month
- Uncertainty around roadmap post-LaunchDarkly acquisition
- Smaller ecosystem and integrations vs Sentry
- No native mobile (iOS/Android) SDK support
- Enterprise SLA and support maturity below category leaders
- Standalone product future unclear as migration to LaunchDarkly proceeds
No verified third-party review platform scores (G2, Gartner Peer Insights, Capterra) were found specifically for highlight.io the developer monitoring tool. Developer sentiment sourced from GitHub (9.1k stars, 474 forks as of mid-2026) and the YCombinator listing is broadly positive, with users citing quick setup, the value of session-replay-linked error context, and appreciation for the open-source model. Customer testimonials on the Highlight website praise the product for surfacing hard-to-find bugs, enabling faster debugging, and improving customer support quality. Critical observations from public channels center on the limited free tier and ongoing uncertainty following the LaunchDarkly acquisition.
Pricing
Highlight.io offers four tiers.
- Free
$0/month — 500 monthly sessions, 1K errors, 1M logs, 25M traces, up to 15 seats, 3-month retention, AI error grouping. Pay-as-you-go: starts at $50/month — up to 3 dashboards, 2 projects, 15 seats, 7-day retention, with per-unit overage fees for sessions, errors, logs, and traces.
- Business
starts at $800/month — unlimited dashboards, projects, and seats, custom retention, data ingest filters.
- Enterprise
custom pricing with SAML/SSO, RBAC, audit logs, custom MSAs/SLAs, and data export. Self-Hosted Enterprise is also available for large organizations hosting on their own infrastructure.
Limitations
- Highlight.io's pre-acquisition scale was modest (~35 employees as of Dec 2022), limiting enterprise sales, SLA guarantees, and support breadth compared to Sentry or Datadog.
- The free tier is restricted to 500 monthly sessions, which constrains evaluation for higher-traffic applications.
- The April 2025 acquisition by LaunchDarkly introduces product roadmap uncertainty for teams using Highlight as a standalone tool — existing accounts are being migrated and the open-source repository will eventually transition to community-only maintenance.
- Brand visibility is low relative to category leaders, ranking 8th of 11 in its vertical by the input metrics.
- No mobile SDK (iOS/Android) monitoring is offered, limiting reach for mobile-heavy engineering teams.
Frequently asked questions
Topic coverageCoverage by buyer topic
Topic Coverage
Prompt-Level Results
| Prompt | Gemini Search | Perplexity | Google AI Mode | Bing Copilot | ChatGPT | Grok |
|---|---|---|---|---|---|---|
Capability1/5 cited (20%) | ||||||
Which error tracking platforms can correlate a frontend JS error with the backend API call that caused it across a distributed trace? | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited |
Which error tracking tools offer the best PII scrubbing and GDPR compliance features for stripping sensitive fields from payloads before they leave the browser? | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited |
Which error tracking platforms handle background job errors as well as request-response errors from a web server? | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited |
Which error tracking platforms handle error grouping best for flaky or non-deterministic errors with slightly different stack traces each time? | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited |
Which platforms offer both error tracking and full session replay in one tool — and when does a team actually need both together? | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Your brand and a competitor were cited |
Developer Experience1/5 cited (20%) | ||||||
What error tracking tools do teams typically use to manage the full workflow from alert to assignment to resolution in one place? | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited |
Which error tracking tools handle deduplication and grouping best to reduce alert fatigue when a single bug triggers thousands of duplicate events? | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited |
Which error tracking platforms offer the best release tracking so teams can tell whether a new deploy made error rates better or worse? | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited |
Which error tracking platforms integrate best into a developer's normal workflow — IDE plugins, chat notifications, or built-in triage dashboards? | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited |
Which error tracking platforms automatically capture the most useful context — breadcrumbs, user state, request data — so engineers can reproduce bugs without user help? | A competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Your brand and a competitor were cited |
Integrations & Ecosystem0/5 cited (0%) | ||||||
Which error tracking platforms offer the best webhook and event streaming support for building internal tooling on top of error data? | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited |
Which error tracking platforms integrate natively with observability stacks — metrics, tracing, and logs — so you don't need two separate dashboards? | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited |
Which error tracking tools integrate best with on-call and incident management systems to page the right person when a critical error spikes? | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited |
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? | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited |
What tools help teams correlate error tracking data with feature flag releases to automatically flag which deployment introduced a regression? | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited |
Performance & Reliability0/5 cited (0%) | ||||||
What event volume limits should I expect from error tracking platforms at scale — and which ones have the most predictable pricing as volume grows? | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited |
Which error tracking SDKs have the lowest page load overhead and offer async or lazy-loading options to minimise impact? | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited |
Which error tracking platforms offer the best sampling rate controls to manage cost and noise in production without missing critical low-frequency errors? | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited |
Which error tracking platforms buffer events locally during outages and replay them when connectivity is restored, rather than dropping events? | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited |
Which error tracking platforms handle error storms gracefully when a bad deploy suddenly generates millions of events per minute? | A competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited |
Setup & First Run1/5 cited (20%) | ||||||
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? | A competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited |
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? | A competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | Your brand and a competitor were cited |
Which error tracking platforms handle source map uploads well so you see original TypeScript line numbers instead of minified bundle references? | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | A competitor was cited |
Which error tracking platforms are designed for microservices architectures where errors in one service can cascade into others? | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited |
I'm migrating error tracking to a new platform — which tools make it easiest to preserve historical data and recreate alert rules? | Neither your brand nor a competitor was cited | A competitor was cited | Neither your brand nor a competitor was cited | Neither your brand nor a competitor was cited | A competitor was cited | A competitor was cited |
Turn this matrix into daily prompt monitoring.
Track prompt changesVertical Ranking
| # | Brand | PresencePres. | Share of VoiceSoV | DocsDocs | BlogBlog | MentionsMent. | Avg PosPos | Sentiment |
|---|---|---|---|---|---|---|---|---|
| 1 | Sentry | 35.3% | 39.3% | 20.7% | 9.3% | 90.7% | #26.5 | +0.51 |
| 2 | Rollbar | 33.3% | 22.9% | 13.3% | 19.3% | 64.7% | #37.1 | +0.36 |
| 3 | Bugsnag | 18.7% | 20.9% | 16.7% | 0.7% | 63.3% | #40.2 | +0.46 |
| 4 | Raygun | 15.3% | 6.2% | 1.3% | 14.7% | 19.3% | #28.5 | +0.40 |
| 5 | TrackJS | 11.3% | 4.8% | 0.7% | 2.7% | 4.7% | #29.5 | +0.38 |
| 6 | LogRocket | 8.7% | 3.1% | 0.7% | 2.0% | 14.7% | #35.3 | +0.46 |
| 7 | Highlight.io | 2.0% | 1.9% | 0.7% | 0.0% | 3.3% | #56.4 | +0.50 |
| 8 | Embrace | 1.3% | 0.6% | 0.0% | 1.3% | 0.7% | #16.7 | +0.68 |
| 9 | Airbrake | 1.3% | 0.4% | 0.7% | 0.0% | 6.7% | #52.5 | +0.30 |
| 10 | Jam.dev | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | — | — |
| 11 | Luciq | 0.0% | 0.0% | 0.0% | 0.0% | 0.0% | — | — |
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