What does "AI visibility" mean for my business?

When someone asks ChatGPT, Claude, or Gemini "what is the best..." or "where can I find...", AI gives specific recommendations. AI visibility is a measure of how often — and how positively — these AI platforms mention your business. It's the new version of being on the first page of Google, except now there are no pages — just one answer.

Which AI platforms do you monitor?

Pendium monitors ChatGPT, Claude, Gemini, Grok, Perplexity, DeepSeek, and Google AI Overviews — seven major AI platforms that consumers use to research local services. We run real queries that your customers actually ask and analyze the responses for mentions of your business, competitors, and industry topics.

How does Pendium improve my visibility?

Three ways. First, we identify the exact queries and topics where you're invisible. Second, we generate AI-optimized content — articles, guides, social posts — designed to help AI agents understand your business and recommend your services to the right people. Third, we continuously monitor to track improvement and find new opportunities. Most clients see measurable improvement within 60 days.

How long until I see results?

You'll get your first visibility report within minutes of signing up. Actual visibility improvement varies, but our clients typically see a 47% average improvement within 60 days. Some see results faster — it depends on your current online presence and how competitive your local market is.

Do I need to be technical to use this?

Not at all. Enter your website URL and Pendium handles everything: scanning AI platforms, analyzing your visibility, generating content, and tracking improvement. The dashboard is designed for business owners, not engineers. If you can check your email, you can use Pendium.

What makes this different from SEO?

Traditional SEO optimizes for Google's search rankings — blue links on a results page. AI visibility is different: AI doesn't show links, it gives direct answers. Even if you rank #1 on Google, ChatGPT might recommend a competitor. Pendium optimizes for the new paradigm — making sure AI platforms know about, trust, and recommend your business.

Pricing

Get a demo

Causely

Visibility40

Vibe100

Businesses/Software/Causely

AI Visibility & Sentiment

Causely

Causely is a Causal AI platform that helps engineering teams achieve continuous application reliability by instantly identifying the root cause behind system symptoms. The platform creates live causal models that enable teams to quickly diagnose and resolve incidents in complex microservices environments.

Active Monitoring

causely.io

Software

AI Visibility Score

40/100

Moderate

Sentiment Score

100/100

Score by Reach

How often this business is recommended to users across different types of conversations — from direct product queries to broader open-ended conversations where AI could recommend this company's products and services

core

adjacent

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Causely today.

Causely has successfully captured a dominant 80% visibility rate among AI-First Technical Researchers, yet it remains critically invisible in the high-intent 'alternatives to legacy' conversations that drive enterprise displacement. While Claude and Gemini champion the brand in causal AI queries, its 18% presence in Google AI Overviews indicates a failure to capture the broad-market search traffic currently monopolized by incumbents like Dynatrace and Datadog.

Value Proposition

Unlike traditional observability tools that only show symptoms, Causely uses Causal AI to instantly reveal the single root cause behind incidents, dramatically reducing mean time to resolution and preventing revenue loss.

Overview

Mission

Enabling teams who can't afford downtime to achieve continuous application reliability through Causal AI.

Products & Services

Causal AI PlatformLive Causal ModelingRoot Cause AnalysisIncident PreventionTelemetry Intelligence

Current State

Visibility Landscape

A high-level view of how Causely performs across AI platforms, broken down by strategic reach level — from core brand queries to growth opportunities.

	ChatGPT	Claude	Gemini	AI Overviews
Reputation Brand recognition & direct queries	32	56	57	31
Core Topics Product/service category queries	41	56	46	9
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

Growth Areas

Adjacent, aspirational & visionary

—

Competitive Landscape

Dynatrace

98 mentions

Datadog

95 mentions

BigPanda

77 mentions

OpenTelemetry

69 mentions

Prometheus

67 mentions

Honeycomb

58 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

What's working, what's not, and specific steps to improve Causely's AI visibility.

Key Findings

Strength

High authority among AI-First Technical Researchers with an 80% mention rate and strong positive sentiment.

Strength

Exceptional performance on Gemini (avg pos 5.4) and Claude (71% mention rate) for modern observability queries.

Strength

Consistently ranked #1 across all platforms for direct brand vibe checks, indicating a clear and well-defined brand identity.

Recommended Actions

Deploy a targeted 'Legacy Alternative' content strategy specifically comparing Causely to Dynatrace and New Relic.

Causely is currently ignored in direct comparison queries, allowing incumbents to retain market share by default during the evaluation phase.

Optimize technical documentation for Google AI Overviews using structured data and concise 'How-to' RCA schemas.

The 18% mention rate in AI Overviews is the brand's biggest bottleneck for organic discovery among mainstream users.

Develop specific content pillars around 'Proactive Incident Prevention' and 'Continuous Reliability' in microservices.

These query categories returned zero mentions, representing a massive untapped opportunity to reach SRE leaders looking to move beyond reactive fire-fighting.

Content Engineering

Content Ideas

Content designed to help AI agents learn about your category and recommend your brand.

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

Accelerating Incident Resolution And RCA(3 queries)

“how can I find the root cause of microservices failures faster, suggest some specific tools”

0/4 platforms mentioned

Core

ChatGPT

1.Jaeger

2.Zipkin

3.Datadog APM

4.New Relic APM

5.ELK Stack

+20 more

Claude

1.Jaeger

2.Zipkin

3.Tempo

4.Grafana

5.AWS X-Ray

+22 more

Gemini

1.Jaeger

2.Honeycomb

3.AWS X-Ray

4.Lambda

5.ECS

+19 more

AI Overviews

1.New Relic

2.Dynatrace

3.Davis

4.Instana

5.IBM

+10 more

“help me automate RCA for Kubernetes clusters where Datadog only shows the symptoms”

1/4 platforms mentioned

Core

The Burnout-Averse SRE Manager · SRE Manager

ChatGPT

1.Datadog

2.Kubernetes

3.Terraform Cloud

4.ArgoCD

5.Helm

+21 more

Claude

1.Datadog

2.Botkube

3.Slack

4.Robusta

5.Coroot

+11 more

Gemini

1.Kubernetes

2.Datadog

3.Komodor

4.Slack

5.Botkube

+6 more

AI Overviews

1.Datadog

2.Watchdog RCA

3.Kubernetes

4.Bits AI

5.Slack

6.Causely

“what's the best way to use causal AI for incident response in a complex cloud environment”

2/4 platforms mentioned

Core

The Burnout-Averse SRE Manager · SRE Manager

ChatGPT

1.Chronosphere

2.Dynatrace

3.Davis AI

4.BigPanda

5.Slack

+7 more

Claude

1.Dynatrace Davis AI

2.Causely

3.Zebrium

4.Sumo Logic

5.Coralogix RCO

+8 more

Gemini

1.Datadog

2.Slack

3.Causely

4.Dynatrace

5.Davis AI

+2 more

AI Overviews

1.Databricks

2.IBM

Source Intelligence

Citations

The sources AI platforms cite when recommending this brand. Pendium reverse-engineers what's already proven to be catnip to AI agents, then engineers content that fills gaps and helps agents do their job — which means more citations for you.

Causely

causely.ai

Web1 ref

Dynatrace

dynatrace.com

Web1 ref

BayesiaLab

bayesia.com

Web1 ref

New Relic

newrelic.com

Web1 ref

Datadog

datadoghq.com

Web1 ref

Splunk ITSI

splunk.com

Web1 ref

PyWhy

pywhy.org

Web1 ref

Amazon Lookout for Metrics

aws.amazon.com

Web1 ref

Observability Solutions | ScienceLogic

sciencelogic.com

Web1 ref

Observability - ScienceLogic

sciencelogic.com

Web1 ref

Causely Announces OpenTelemetry Integration: Solving ...

youtube.com

Video1 ref

Top 8 Cloud Observability Tools in 2026 | CloudQuery Blog

cloudquery.io

Web1 ref

The 17 Best AI Observability Tools In December 2025

montecarlodata.com

Web1 ref

Top 7 AI Observability Tools & Platforms - Medium

medium.com

Blog1 ref

AI Root Cause Analysis Based on Accurate Telemetry Data

coroot.com

Web1 ref

Competitive Landscape

Brands and products that AI platforms mention alongside or instead of Causely.

Dynatrace98 mentions

Datadog95 mentions

BigPanda77 mentions

Causely75 mentions

OpenTelemetry69 mentions

Prometheus67 mentions

Honeycomb58 mentions

Grafana54 mentions

New Relic54 mentions

Kubernetes53 mentions

PagerDuty51 mentions

Brand Identity

Brand Voice & Style

How AI perceives Causely's communication style and personality

Causely communicates with confident technical authority while remaining accessible to engineering professionals. The brand voice is direct and solution-focused, emphasizing clarity over complexity. There's an underlying sense of urgency that resonates with teams who understand the cost of downtime, balanced with reassurance that their AI-powered approach delivers results. The tone is modern, intelligent, and pragmatic—speaking peer-to-peer with technical decision-makers.

Core Tone Traits

Technically Authoritative

Speaks with deep expertise in observability, AI, and distributed systems

Solution-Focused

Cuts through noise to highlight clear outcomes and value

Confidently Direct

Makes bold claims backed by technical substance

Urgency-Aware

Understands the stakes of downtime and speaks to teams who can't afford it

Backing

Investors

Blue Moon

Engineer content that makes AI agents recommend you

Pendium analyzes how AI platforms perceive your brand, reverse-engineers what they already cite, and continuously publishes content designed to fill gaps and earn more mentions — on autopilot, with you in the loop.

Data generated by Pendium.ai AI visibility scanning. Last scanned February 27, 2026.