Developer Infrastructure Prompt

“Best error tracking tool for web apps”

Which brands do AI models actually recommend for this developer infrastructure question? We re-run this regularly and track how the answers shift.

Tracked since Mar 21·Last scanned Aug 15

10

AI Models

38

Snapshots

103

Brands Detected

70

Sources Cited

75 brands come up when 10 AI models answer “Best error tracking tool for web apps”. We re-run this prompt every few days with web search on across ChatGPT, Claude, Gemini, Grok, DeepSeek, and Perplexity.

What AI models recommend

10 models queried · Last scanned Aug 15

Unanimous

10/10 models recommend Session

ChatGPTChatGPT
ClaudeClaude
DeepSeekDeepSeek
Ddeepseek-chat
GeminiGemini
Ggemini-3-flash
Ggpt-5
GrokGrok
Ggrok-4-1-fast
PerplexityPerplexity
Brand
ChatGPTChatGPT
ClaudeClaude
DeepSeekDeepSeek
Ddeepseek-chat
GeminiGemini
Ggemini-3-flash
Ggpt-5
GrokGrok
Ggrok-4-1-fast
PerplexityPerplexity
Total
SessionSession
10/10
BugsnagBugsnag
9/10
SentrySentry
9/10
TeamsTeams
9/10
RollbarRollbar
9/10
LogRocketLogRocket
7/10
DatadogDatadog
6/10
RUMRUM
6/10
GlitchTipGlitchTip
5/10
JavaScriptJavaScript
5/10
New RelicNew Relic
5/10
ReactReact
5/10
OnOn
4/10
CI/CDCI/CD
4/10
GitGit
4/10
SlackSlack
4/10
GitHubGitHub
4/10
PostHogPostHog
3/10
HoneybadgerHoneybadger
3/10
ImpactImpact
3/10
Node.jsNode.js
3/10
SigNozSigNoz
3/10
VueVue
3/10
DocsDocs
3/10
EaseEase
3/10
JiraJira
3/10
RaygunRaygun
3/10
FidelityFidelity
3/10
APIAPI
2/10
InsightsInsights
2/10
TrackJSTrackJS
2/10
AngularAngular
2/10
ExcelExcel
2/10
GDPRGDPR
2/10
HIPAAHIPAA
2/10
Highlight.ioHighlight.io
2/10
InstantlyInstantly
2/10
OpenTelemetryOpenTelemetry
2/10
OpenAIOpenAI
2/10
G2G2
2/10
CursorCursor
1/10
GoldGold
1/10
HTMLHTML
1/10
VS CodeVS Code
1/10
ClickHouseClickHouse
1/10
FullyFully
1/10
MITMIT
1/10
MemoryMemory
1/10
PostgresPostgres
1/10
ReduxRedux
1/10
SAFeSAFe
1/10
SQLSQL
1/10
SaaSSaaS
1/10
PDFPDF
1/10
DynatraceDynatrace
1/10
InspectletInspectlet
1/10
AndroidAndroid
1/10
BoxBox
1/10
FortuneFortune
1/10
Fortune 500Fortune 500
1/10
FrontFront
1/10
KubernetesKubernetes
1/10
PythonPython
1/10
iOSiOS
1/10
UltronUltron
1/10
Better StackBetter Stack
1/10
ClaudeClaude
1/10
GDPR/HIPAAGDPR/HIPAA
1/10
LaunchDarklyLaunchDarkly
1/10
Next.jsNext.js
1/10
PlainPlain
1/10
CLEARCLEAR
1/10
PagerDutyPagerDuty
1/10
SignalSignal
1/10
GitLabGitLab
1/10

Key Quotes

ClaudeClaude

“🟡 Raygun — Best for Real User Impact Prioritization Raygun is best for real-time error tracking and crash reporting for web and mobile applications, with RUM session drill-down that helps teams prioritize fixes based on real user impact.”

Ddeepseek-chat

“Rollbar - Best for: Teams wanting error monitoring + session replay in one platform.”

DeepSeekDeepSeek

“However, Sentry and PostHog stand out most strongly for web-app-specific error tracking, while Datadog offers the broadest observability platform.”

Ggemini-3-flash

“Best Open-Source & Privacy-First: GlitchTip or SigNoz If you need to self-host for data compliance (GDPR/HIPAA): GlitchTip: A lightweight, open-source alternative to Sentry.”

GeminiGemini

“SigNoz (or Datadog / New Relic) – Best for Full-Stack APM & Observability If you are running a complex microservice architecture (e.g., Node.js backend, Go services, Postgres database, and a React frontend) and need to trace errors through the stack, you need an APM platform.”

Developer Infrastructure brand rankings

Brands ranked by how many AI models mention them. Trend shows change since the last scan.

#BrandScoreTrend
1Session10/10↑1
2Rollbar9/10—
3Sentry9/10↓1
4Bugsnag9/10↑1
5Teams9/10—
6LogRocket7/10↑1
7Datadog6/10↑2
8RUM6/10↑2
9React5/10↓2
10GlitchTip5/10↓1
11JavaScript5/10↓1
12New Relic5/10—
13CI/CD4/10—
14GitHub4/10↑1
15Slack4/10↑2
16Git4/10↑3
17On4/10↑4
18Node.js3/10↑1
19Docs3/10↑1
20Ease3/10↑1
21Fidelity3/10↑1
22Honeybadger3/10↑1
23Impact3/10↑1
24Jira3/10↑1
25PostHog3/10↓3
26Raygun3/10↓1
27SigNoz3/10↑1
28Vue3/10↓3
29Instantly2/10—
30Angular2/10↓1
31TrackJS2/10↓1
32API2/10↑2
33HIPAA2/10—
34G22/10↑2
35GDPR2/10↓1
36OpenAI2/10—
37OpenTelemetry2/10—
38Insights2/10↑2
39Excel2/10↑2
40Highlight.io2/10↑2
41PDF1/10↑1
42PagerDuty1/10↑1
43Plain1/10—
44Ultron1/10↑1
45Postgres1/10↑1
46Python1/10↑1
47ClickHouse1/10↑1
48VS Code1/10—
49Claude1/10↑1
50Redux1/10—
51CLEAR1/10—
52SAFe1/10↑1
53SQL1/10—
54SaaS1/10↓3
55Box1/10↓1
56Better Stack1/10↑1
57iOS1/10↓1
58Signal1/10—
59GDPR/HIPAA1/10—
60Fully1/10↑1
61Front1/10↓1
62GitLab1/10—
63Gold1/10↑1
64Fortune 5001/10↑1
65HTML1/10↑1
66Android1/10↓1
67Inspectlet1/10—
68Fortune1/10↑1
69Kubernetes1/10↑1
70LaunchDarkly1/10↑1
71MIT1/10↑1
72Memory1/10↑1
73Dynatrace1/10↑1
74Next.js1/10↓4
75Cursor1/10↑1

Developer Infrastructure brand visibility over time

Track how brand mentions shift across AI models over time.

What changed and when

Every brand addition, removal, and citation change logged with timestamps.

Aug 15
GrokGrok started mentioning On
Aug 15
ChatGPTChatGPT started mentioning PDF
Aug 15
ChatGPTChatGPT started mentioning On
Aug 15
ChatGPTChatGPT stopped mentioning React
Aug 15
ChatGPTChatGPT stopped mentioning Next.js
Aug 15
ChatGPTChatGPT stopped mentioning Vue
Aug 15
ChatGPTChatGPT stopped mentioning SaaS
Aug 15
ChatGPTChatGPT added citation docs.sentry.io
Aug 15
ChatGPTChatGPT rank changed for Sentry
Aug 15
ChatGPTChatGPT rank changed for OpenAI

Where AI models get their sources

Domains cited by AI models when answering this prompt, ranked by how many models reference them.

DomainModels
sentry.io5 models
bugsnag.com5 models
rollbar.com5 models
inspectlet.com5 models
posthog.com4 models
signoz.io3 models
trackjs.com3 models
datadoghq.com3 models
newrelic.com3 models
logrocket.com2 models
saucelabs.com2 models
g2.com2 models
scoutapm.com2 models
glitchtip.com2 models
ultron.live1 model
vemetric.com1 model
vmblog.com1 model
www.g2.com1 model
N/A1 model
dev.to1 model
embrace.io1 model
highlight.io1 model
medium.com1 model
pkgpulse.com1 model
raygun.com1 model

Related developer infrastructure prompts

Frequently asked questions

Session ranks first, mentioned by 10/10 AI models. Also mentioned often: Rollbar, Sentry, Bugsnag.

10 AI models answer this prompt: Claude Sonnet 4.6, deepseek-chat, DeepSeek V4, gemini-3-flash, Gemini 3.5 Flash, gpt-5, GPT-5.4 Mini, grok-4-1-fast, Grok 4.3, Perplexity. We look at each response to see which brands show up and what sources get cited.

On a recurring schedule. We run this prompt through every model with web search on, pull out brand mentions and citations, then flag anything that changed.

AI models cite 40 unique domains when answering this prompt. The most-cited sources include sentry.io, bugsnag.com, rollbar.com.

We regularly send real developer infrastructure prompts to ChatGPT, Claude, Gemini, Grok, DeepSeek, and Perplexity. Sign up free to track your own brand and competitors.

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