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

Tensol

Visibility0

Vibe63

Businesses/Enterprise Software/Tensol

AI Visibility & Sentiment

Tensol

Tensol provides AI employees that integrate with business tools like Slack, Sentry, GitHub, and CRMs to automate busywork, maintain context across teams, and work proactively 24/7. Built on the OpenClaw open-source platform, they help engineering, sales, and marketing teams eliminate context switching and manual data entry.

Active Monitoring

tensol.ai

Enterprise Software YC25-26

AI Visibility Score

0/100

Invisible

Sentiment Score

63/100

Score by Priority

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 Tensol today.

Tensol exists in a digital blind spot where it is recognized by name but ignored as a solution, failing to capture a single mention across all high-intent category queries. While AI models can identify the brand in a direct 'vibe check,' they systematically default to competitors like Sentry, Linear, and Zapier when users ask for automation and engineering productivity tools. This disconnect reveals a critical lack of solution-oriented data seeding in the ecosystems that drive modern enterprise software discovery.

Working in your favor

Successfully established baseline brand identity, as ChatGPT, Claude, and AI Overviews can identify Tensol during direct brand-specific 'vibe check' queries.

Maintains a neutral-to-positive sentiment profile in the rare instances the brand is mentioned directly by name.

Gaps to close

Total absence from 'Engineering Productivity & Incident Response' queries, where Sentry and Linear currently hold 40+ collective mentions.

Zero visibility among the 'Efficiency-Obsessed Ops Manager' persona, a core demographic that is instead being directed toward Zapier and Make.

Complete failure to appear in 'Trust & Reviews' queries for mid-size businesses, indicating a lack of third-party validation in the datasets training these LLMs.

Opportunities

Aggressively target the 'Engineering Productivity' vertical by publishing technical documentation that explicitly links Tensol to the Sentry and Linear ecosystems.

Displace lower-tier automation competitors by positioning Tensol as the 'enterprise-grade' alternative in AI agent workflow queries.

Leverage the existing 'brand-only' recognition to pivot AI responses toward functional capabilities through more structured public-facing case studies.

Highest-Impact Actions

Deploy a 'Connective Tissue' content strategy linking Tensol to Sentry and Linear.

Competitors dominate incident response queries because they are the primary tools mentioned; Tensol must be positioned as the essential automation layer between them to earn mentions in those workflows.

Secure placements on authoritative 'Best AI Agent' and 'Enterprise Automation' lists.

AI models use third-party review sites and 'Top X' lists as proxy signals for trust; Tensol's 0% mention rate in trust queries stems from a lack of these external authority signals.

Optimize technical documentation for LLM crawling focusing on Sales Ops and CRM automation.

The data shows zero mentions for HubSpot/Salesforce integration queries, a high-value category currently owned by Zapier and HubSpot themselves.

Value Proposition

AI employees that never forget a single detail - proactively monitoring tools, connecting dots across systems, and handling busywork 24/7 so teams can focus on building instead of context switching.

Overview

Mission

Stop losing context. Stop repeating yourself. Stop drowning in busywork. Hire an AI employee that knows everything your team knows and works 24/7.

Products & Services

AI Employee for Engineering Teams - Sentry monitoring, bug correlation, context surfacingAI Employee for Sales Teams - automatic CRM updates, call logging, follow-up schedulingAI Employee for Marketing Teams - LinkedIn/X content management, engagement trackingMulti-tool integration platform - Slack, GitHub, HubSpot, Linear, and 40+ integrationsEnterprise-grade infrastructure with isolated VMs and security compliance

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Brand recognition & direct queries	97	97	70	97
“What do you know about Tensol? What do they do and what's their reputation?”	#1	#1	Yes	#1
Core4q Product/service category queries	0	0	0	0
“how to automate bug correlation across sentry and linear with ai”	No	No	No	No
“ai agent to handle my hubspot updates and follow up scheduling”	No	No	No	No
“best enterprise-grade platforms for building ai agent workflows”	No	No	No	No
“is there an ai that can monitor my dev tools and summarize issues in slack?”	No	No	No	No
Growth Areas1q Adjacent, aspirational & visionary	0	0	0	0
“most trusted ai employee companies for mid-size businesses”	No	No	No	No

“What do you know about Tensol? What do they do and what's their reputation?”

Yes

“how to automate bug correlation across sentry and linear with ai”

“ai agent to handle my hubspot updates and follow up scheduling”

“best enterprise-grade platforms for building ai agent workflows”

“is there an ai that can monitor my dev tools and summarize issues in slack?”

“most trusted ai employee companies for mid-size businesses”

Competitive Landscape

Sentry

21 mentions

Linear

20 mentions

Zapier

17 mentions

Make

13 mentions

Slack

13 mentions

n8n

12 mentions

HubSpot

12 mentions

LangChain

11 mentions

GitHub

11 mentions

Pinecone

9 mentions

Tensol

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Successfully established baseline brand identity, as ChatGPT, Claude, and AI Overviews can identify Tensol during direct brand-specific 'vibe check' queries.

Strength

Maintains a neutral-to-positive sentiment profile in the rare instances the brand is mentioned directly by name.

Gap

Total absence from 'Engineering Productivity & Incident Response' queries, where Sentry and Linear currently hold 40+ collective mentions.

Recommended Actions

Deploy a 'Connective Tissue' content strategy linking Tensol to Sentry and Linear.

Secure placements on authoritative 'Best AI Agent' and 'Enterprise Automation' lists.

AI models use third-party review sites and 'Top X' lists as proxy signals for trust; Tensol's 0% mention rate in trust queries stems from a lack of these external authority signals.

Optimize technical documentation for LLM crawling focusing on Sales Ops and CRM automation.

The data shows zero mentions for HubSpot/Salesforce integration queries, a high-value category currently owned by Zapier and HubSpot themselves.

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

Engineering Productivity & Incident Response(2 queries)

“how to automate bug correlation across sentry and linear with ai”

0/4 platforms mentioned

Core

ChatGPT

1.Sentry

2.Linear

3.GPT-4o

4.GPT-4o-mini

5.Cohere

+23 more

Claude

1.Sentry

2.Linear

3.GPT-4

4.Anthropic Claude API

5.Ollama

+14 more

Gemini

1.Sentry

2.Linear

3.Pipedream

4.Make.com

5.GPT-4o

+11 more

AI Overviews

1.Sentry

2.Linear

3.Sentry Agent

4.Seer

5.Ona

+1 more

“is there an ai that can monitor my dev tools and summarize issues in slack?”

0/4 platforms mentioned

Core

The High-Growth Startup CTO · Chief Technology Officer

ChatGPT

1.PagerDuty

2.Datadog

3.Sentry

4.FireHydrant

5.Workato

+30 more

Claude

1.Jira

2.Slack

3.GitHub

4.Zapier

5.GPT-4

+3 more

Gemini

1.Zapier

2.Jira

3.GitHub

4.GitLab

5.Slack

+9 more

AI Overviews

1.Slack

2.GitHub

3.Datadog

4.Prometheus

5.AWS

+12 more

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.

ona.com

Tensol

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Enterprise Software

Start gettingrecommended by AI.

Frequently asked questions

Tensol

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Enterprise Software

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.