Sonarly

Visibility11

Vibe71

AI Visibility & Sentiment

Sonarly

Sonarly is a Y Combinator-backed AI-powered platform that transforms noisy production alerts into actionable bug reports with automatic pull request fixes. It connects to existing observability tools like Sentry, Datadog, and Grafana to triage alerts, identify root causes, and generate code fixes autonomously.

Active Monitoring

sonarly.com

Software YC25-26

AI Visibility Score

11/100

Invisible

Sentiment Score

71/100

AI Perception

Summary

Sonarly is currently a ghost in the AI-driven discovery landscape, appearing in fewer than 10% of critical industry conversations while competitors like PagerDuty and Datadog dominate the narrative. The most striking finding is a localized success on Google Gemini where the brand maintains a high average position of 2.0, suggesting a narrow but potent data footprint that hasn't yet scaled to ChatGPT or Claude.

Value Proposition

Cut alert resolution time by 10x through AI-powered triage, root cause analysis, and automatic PR generation—eliminating manual alert handling and context switching

Overview

Mission

Stop wasting time on production alerts by automating the entire journey from alert to fix with AI agents

Products & Services

AI-powered alert triage and deduplicationAutomated root cause analysisAutomatic pull request generation with fixesMulti-platform observability integrations (Sentry, Datadog, Grafana, GCP)Slack and Discord notifications

Agent Breakdown

AI Platforms

How often do different AI platforms reference Sonarly?

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Conversation Analysis

Topics

What conversations is Sonarly included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Sonarly to, and when?

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Programmatic Testing

Sample Conversations

We programmatically analyze questions that real customers are asking to AI agents and chatbots, extract brand mentions and sentiment, analyze every response, and synthesize the data into an action plan to increase AI visibility.

ChatGPT

Claude

Gemini

AI Overviews

Alert Fatigue Reduction & Triage(2 queries)

“how to deal with alert fatigue in a growing dev team, any specific tools to help?”

0/4 platforms mentioned

ChatGPT

1.PagerDuty

2.OpsGenie

3.Atlassian

4.Jira

5.Slack

+23 more

Claude

1.PagerDuty

2.Opsgenie

3.Atlassian

4.Incident.io

5.Grafana OnCall

+7 more

Gemini

1.PagerDuty

2.Opsgenie

3.Atlassian

4.Jira

5.Splunk On-Call

+12 more

AI Overviews

1.Dropzone AI

2.Slack

3.LogicMonitor

4.Rootly

5.PagerDuty

+3 more

“best ways to deduplicate and triage production alerts automatically”

0/3 platforms mentioned

Claude

1.Prometheus

2.Thanos

3.Telegraf

4.InfluxDB

5.PagerDuty

+7 more

Gemini

1.Terraform

2.K8s

3.Datadog

4.PagerDuty

5.BigPanda

+9 more

AI Overviews

1.PagerDuty

2.Opsgenie

3.GitHub

4.Dependabot

5.BigPanda

+4 more

Automated Incident Remediation(1 query)

“is there an ai that can do root cause analysis and actually write the code fix”

0/4 platforms mentioned

ChatGPT

1.GitHub Copilot

2.Copilot X

3.GPT-4

4.Amazon CodeWhisperer

5.Sourcegraph Cody

+23 more

Claude

1.GitHub Copilot

2.Perplexity AI

3.Sentry

4.Snyk

5.Amazon CodeGuru

+2 more

Gemini

1.Devin

2.Cognition

3.Sweep

4.GitHub

5.OpenDevin

+13 more

AI Overviews

1.Sentry

2.Seer

3.Autofix

4.GitHub Copilot Workspace

5.Sonar AI CodeFix

+3 more

Observability Stack Modernization(1 query)

“best ai agents for devops and sre teams to use in 2026”

0/3 platforms mentioned

Claude

1.Terraform Cloud

2.Pulumi AI

3.Runway

4.PagerDuty Event Intelligence

5.New Relic AI

+11 more

Gemini

1.PagerDuty Advance

2.Shoreline.io

3.Rootly

4.Kubiya.ai

5.Pulumi

+10 more

AI Overviews

1.DEV Community

2.Datadog

3.Bits AI

4.Sherlocks.ai

5.Agent0

+19 more

Incident Management Trust & Comparison(1 query)

“best reviewed incident management and alert triage software right now”

0/4 platforms mentioned

ChatGPT

1.PagerDuty

2.Opsgenie

3.Atlassian

4.BigPanda

5.Moogsoft

+22 more

Claude

1.PagerDuty

2.Opsgenie

3.Atlassian

4.Jira

5.Splunk On-Call

+8 more

Gemini

1.PagerDuty

2.Opsgenie

3.Atlassian

4.Jira

5.Confluence

+16 more

AI Overviews

1.Xurrent

2.incident.io

3.Slack

4.Teams

5.Rootly

+11 more

Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

Exceptional performance on Google Gemini with a 17% mention rate and a prime average position of 2.0.

Strength

Strong resonance with the Technical Researcher persona, achieving a 43% mention rate and position 6.0, indicating the brand is indexed in deep technical documentation.

Strength

Perfect 100% visibility for brand-direct vibe checks across ChatGPT, Claude, and AI Overviews, confirming that the LLMs are aware of the brand's identity even if they don't recommend it in category searches.

Gap

Total absence for the 'Overwhelmed SRE Lead' and 'Efficiency-Obsessed Startup CTO' personas, leaving the highest-intent buyers completely unreached.

Gap

Zero visibility in ChatGPT and AI Overviews for discovery queries, representing a massive loss in market share for incident management and triage software searches.

Gap

Critical failure to appear in queries regarding 'Alert Fatigue' and 'Root Cause Analysis,' which are the primary pain points Sonarly is designed to solve.

Opportunity

Capitalize on existing Gemini visibility by reverse-engineering the technical documentation or citations that are driving those high-rankings.

Opportunity

Target the 'Observability Stack Modernization' niche where Claude and Gemini are already beginning to recognize Sonarly's relevance.

Opportunity

Bridge the gap between brand awareness and category discovery by creating comparison content that benchmarks Sonarly against PagerDuty and Datadog.

Technical Health

Site Health for AI Visibility

How well Sonarly's website is optimized for AI agent discovery and comprehension.

88/100

18 passed 2 warnings 2 issues

Audited 2/27/2026

Crawlability100

Can AI bots find your pages?

Technical90

SSL, mobile, doctype basics

On-Page SEO84

Titles, descriptions, headings

Content Quality60

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG100

Open Graph, Twitter cards

AI Readability100

How well AI can parse your content

Critical Issues

Page has no H1 heading

Add a single H1 tag as the main page heading.

Content is too thin

Expand your content to at least 300-500 words with valuable information.

Warnings

5 render-blocking resources are slowing initial render

Defer non-critical JS with async/defer. Inline critical CSS. Move stylesheets to load asynchronously.

Few headings on page

Add more H2 and H3 headings to organize content into sections.

Few internal links on this page

Add more internal links to related pages on your site.

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan

Brand Identity

Brand Voice & Style

How AI perceives Sonarly's communication style and personality

Sonarly communicates with a confident, technically-savvy voice that speaks directly to developers and engineering teams. The tone is efficient and no-nonsense, mirroring the product's promise to eliminate wasted time. They use clear, jargon-appropriate language that resonates with their technical audience while maintaining approachability. The brand balances authority in the DevOps space with a startup energy, using direct statements and avoiding corporate fluff.

Core Tone Traits

Direct & Efficient

Gets straight to the point without unnecessary words, reflecting the product's time-saving value

Technically Confident

Speaks fluently about complex DevOps concepts without being condescending

Developer-First Friendly

Approachable and relatable to engineering teams, avoiding corporate stiffness

Solution-Oriented

Focuses on outcomes and fixes rather than dwelling on problems

Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of Sonarly

PagerDuty30 mentions

Datadog25 mentions

BigPanda21 mentions

OpsGenie19 mentions

Incident.io19 mentions

Prometheus18 mentions

Slack17 mentions

Rootly17 mentions

Sentry14 mentions

Atlassian13 mentions

Sonarly3 mentions

Source Intelligence

Citations

Sources that AI assistants cite. Getting featured here improves visibility.

Best Tools for On‑Call Engineers to Reduce Alert Fatigue - Rootly

https://rootly.com/sre/best-tools-for-on-call-engineers-to-reduce-alert-fatigue

Referenced in 1 query

Review

8 Tips to Reduce IT Burnout and Alert Fatigue [2025 Guide]

https://www.controlup.com/resources/blog/8-tips-to-reduce-it-burnout-and-alert-fatigue-2025-guide/

Referenced in 1 query

Review

Reducing Alert Fatigue: Practical Steps for SRE Teams - Rootly

https://rootly.com/sre/reducing-alert-fatigue-practical-steps-sre-teams

Referenced in 1 query

Review

Understanding Alert Fatigue & How to Prevent it - PagerDuty

https://www.pagerduty.com/resources/digital-operations/learn/alert-fatigue/

Referenced in 1 query

Review

20 Most used incident management tools in 2026 | Xurrent Blog

https://www.xurrent.com/blog/top-incident-management-software

Referenced in 2 queries

Review

Alert Management Software Comparison for Reducing ... - Rootly

https://rootly.com/sre/alert-management-software-comparison-for-reducing-alert-fatigue

Referenced in 1 query

Review

Top 9 Automated Incident Response Tools for 2026 Teams

https://rootly.com/sre/top-9-automated-incident-response-tools-2026-teams

Referenced in 2 queries

Review

Alert Management Software Comparison: Which Tool Is Best for ...

https://rootly.com/sre/alert-management-software-comparison-which-tool-is-best-for-teams

Referenced in 1 query

Review

Alert Fatigue in Cybersecurity: AI-Powered SOC Solutions Guide

https://www.dropzone.ai/blog/how-to-address-cybersecurity-alert-fatigue-with-ai

Referenced in 1 query

Review

15 Best Incident Management Tools for 2026 [AI-powered]

https://www.atomicwork.com/itsm/best-incident-management-tools

Referenced in 1 query

Review

Top Incident Management Software for On‑Call Engineers 2026

https://rootly.com/sre/top-incident-management-software-for-on-call-engineers-2026

Referenced in 1 query

Review

How to Create Alert Fatigue Prevention - OneUptime

https://oneuptime.com/blog/post/2026-01-30-alert-fatigue-prevention/view

Referenced in 1 query

Review

Content Engineering

Recommended Actions

Execute a Technical SEO and LLM-seeding campaign focused on 'Alert Fatigue' and 'Automated Incident Remediation.'

Sonarly is currently being bypassed for its core value propositions; seeding authoritative case studies into AI-indexed repositories will help capture these high-intent queries.

Impact: High

Optimize content for the SRE Lead persona by publishing deep-dive technical documentation on root cause analysis.

With 0% visibility among SRE Leads, the brand is missing the primary decision-maker in the sales cycle.

Impact: High

Investigate and amplify the data sources fueling Gemini's top-tier rankings.

Gemini is the only platform where Sonarly is a leader (avg pos 2.0); identifying these sources allows for a blueprint to be replicated across ChatGPT and Claude.

Impact: Medium

Develop 'Sonarly vs. PagerDuty' and 'Sonarly vs. Datadog' comparison pages optimized for AI extraction.

Competitors have 20-30x the mentions of Sonarly; piggybacking on their search volume through comparison queries is the fastest way to gain visibility.

Impact: Medium

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