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.

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Dealops, Inc.

Visibility0

Vibe88

Businesses/Enterprise Software / SaaS/Dealops, Inc.

AI Visibility & Sentiment

Dealops, Inc.

Dealops is an AI-native Configure, Price, Quote (CPQ) and revenue platform designed for modern enterprise software and AI companies. It replaces legacy tools and spreadsheets with a dynamic system that enables teams to manage complex pricing models and accelerate the deal lifecycle.

Active Monitoring

dealops.com

Enterprise Software / SaaS Startups

AI Visibility Score

0/100

Invisible

Sentiment Score

88/100

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

aspirational

visionary

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Dealops, Inc. today.

Dealops, Inc. currently suffers from a total absence of AI-driven market awareness, failing to appear in critical category-defining queries where competitors like DealHub and Salesforce dominate. While the brand maintains a clear factual identity for users directly searching its name, it has failed to translate this into the contextual relevance needed to be recommended as a solution for enterprise CPQ, dynamic pricing, or revenue operations.

Working in your favor

Successfully established brand identity and 'vibe check' awareness across ChatGPT, Claude, and Gemini when users explicitly search for the company name.

Gaps to close

Complete failure to capture intent in high-value, top-of-funnel searches for 'AI-native CPQ platforms' and 'enterprise software for automated contract lifecycle'.

Total lack of representation in strategic revenue technology comparisons against incumbents like Salesforce CPQ and Conga.

Invisibility to critical decision-makers, specifically the Strategic CFO and Technical Sales Engineer, who are actively seeking revenue infrastructure but not finding Dealops, Inc. in their AI-assisted research.

Opportunities

Capitalize on the search volume for 'alternatives to Salesforce CPQ' by positioning Dealops as the modern, AI-native successor.

Develop content clusters focused on 'scalable revenue ops frameworks' to align with the specific research needs of growth-stage revenue leaders.

Optimize technical documentation and market messaging to target the specific multi-variable dynamic pricing and guided selling use cases currently being queried.

Highest-Impact Actions

Implement an AI-optimized content strategy focused on 'Category-Aware' long-form articles.

The current data shows that LLMs do not associate Dealops with core revenue ops keywords; creating content that directly answers 'what is the best CPQ for...' will provide the necessary training data for model attribution.

Execute a structured 'Competitive Comparison' campaign targeting key alternatives.

Competitors are winning by occupying the space for 'alternatives to Salesforce/Conga.' By creating high-quality comparison pages that address specific pain points of these legacy tools, Dealops can force its way into the model's consideration set.

Optimize digital footprint to map Dealops to 'AI-native revenue infrastructure' and 'dynamic pricing' keywords.

The brand is invisible in 'core' reach categories; mapping these specific technical descriptors to brand assets will improve the likelihood of discovery by the Technical Sales Engineer persona.

Value Proposition

Dealops functions as the Pricing System of Record, allowing RevOps teams to deploy, test, and scale pricing strategies in minutes without code, ultimately increasing Average Contract Value and significantly speeding up quoting time.

Overview

Mission

Build the revenue infrastructure the next decade of B2B companies run on.

Products & Services

AI-Native CPQ PlatformDynamic Pricing EngineGuided Selling & Deal IntelligenceRevenue Analytics & GuardrailsGuided selling software

Current State

Visibility Landscape

A high-level view of how Dealops, Inc. 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	97	—
“What do you know about Dealops, Inc.? What do they do and what's their reputation?”	#1	#1	#1	—
Core4q Product/service category queries	0	0	0	—
“what are the best ai-native cpq platforms for a growing software company”	No	No	No	—
“top rated dynamic pricing engines that handle multi-variable SaaS models”	No	No	No	—
“recommend software that helps with guided selling and deal intelligence for enterprise sales”	No	No	No	—
“what are some good alternatives to salesforce cpq and conga for mid-market b2b companies”	No	No	No	—
Growth Areas5q Adjacent, aspirational & visionary	0	0	0	—
“compare the best revenue analytics and guardrails tools for keeping pricing consistent”	No	No	No	—
“which sales operations tools should i look at if i want to move away from spreadsheet-based quoting”	No	No	No	—
“what software stack does a high-growth ai startup need to manage sales and billing”	No	No	No	—
“best enterprise software to automate contract lifecycle and pricing for a startup scaling up”	No	No	No	—
“how do i build a scalable revenue ops framework for a growing b2b software firm”	No	No	No	—

“What do you know about Dealops, Inc.? What do they do and what's their reputation?”

—

“what are the best ai-native cpq platforms for a growing software company”

—

“top rated dynamic pricing engines that handle multi-variable SaaS models”

—

“recommend software that helps with guided selling and deal intelligence for enterprise sales”

—

“what are some good alternatives to salesforce cpq and conga for mid-market b2b companies”

—

“compare the best revenue analytics and guardrails tools for keeping pricing consistent”

—

“which sales operations tools should i look at if i want to move away from spreadsheet-based quoting”

—

“what software stack does a high-growth ai startup need to manage sales and billing”

—

“best enterprise software to automate contract lifecycle and pricing for a startup scaling up”

—

“how do i build a scalable revenue ops framework for a growing b2b software firm”

—

Competitive Landscape

DealHub

53 mentions

HubSpot

44 mentions

Clari

35 mentions

Zuora

29 mentions

Salesforce

28 mentions

Salesforce (Salesforce CPQ)

28 mentions

Gong

28 mentions

Ironclad

28 mentions

NetSuite

24 mentions

Metronome

22 mentions

Dealops, Inc.

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Successfully established brand identity and 'vibe check' awareness across ChatGPT, Claude, and Gemini when users explicitly search for the company name.

Gap

Complete failure to capture intent in high-value, top-of-funnel searches for 'AI-native CPQ platforms' and 'enterprise software for automated contract lifecycle'.

Gap

Total lack of representation in strategic revenue technology comparisons against incumbents like Salesforce CPQ and Conga.

Recommended Actions

Implement an AI-optimized content strategy focused on 'Category-Aware' long-form articles.

Execute a structured 'Competitive Comparison' campaign targeting key alternatives.

Optimize digital footprint to map Dealops to 'AI-native revenue infrastructure' and 'dynamic pricing' keywords.

The brand is invisible in 'core' reach categories; mapping these specific technical descriptors to brand assets will improve the likelihood of discovery by the Technical Sales Engineer persona.

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

Enterprise CPQ And Pricing Automation Research(3 queries)

“what are the best ai-native cpq platforms for a growing software company”

0/3 platforms mentioned

Core

ChatGPT

1.Hyperline

2.DealHub

3.Logik.ai

4.ServiceNow

5.PROS Smart CPQ

+3 more

Claude

1.Salesforce Revenue Cloud

2.DealHub

3.Revenue Hub

4.Salesforce (Einstein AI)

5.HubSpot (HubSpot CPQ)

+8 more

Gemini

1.Alguna

2.Subskribe

3.MonetizeNow

4.DealHub

5.Nue

+6 more

“top rated dynamic pricing engines that handle multi-variable SaaS models”

0/3 platforms mentioned

Core

ChatGPT

1.Pricefx (PricingAI)

2.PROS Smart Price Management (Pricing Evaluation API)

3.Zilliant Precision Pricing Platform

4.Salesforce

5.SAP

+3 more

Claude

1.Maxio (SaaSOptics, Chargify)

2.Orb

3.Metronome

4.Databricks

5.Lago

+8 more

Gemini

1.Orb

2.Metronome

3.Databricks

4.Lago

5.Vayu

+8 more

“recommend software that helps with guided selling and deal intelligence for enterprise sales”

0/3 platforms mentioned

Core

ChatGPT

1.Clari

2.Gong

3.Salesloft

4.Outreach

5.6sense

+3 more

Claude

1.Highspot

2.Showpad

3.DealHub

4.Salesforce (Salesforce Einstein)

5.Freshworks

+7 more

Gemini

1.Gong

2.Clari

3.People.ai

4.6sense

5.DealHub

+9 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.

Hyperline The New Standard For Revenue Management

fr.wikipedia.org

Wiki1 ref

Hyperline%3A The Best Revenue Management Platform

fr.wikipedia.org

Wiki1 ref

The Best Cpq Tools For Saas In 2026 Why Unified Revenue Platforms Are Winning

hyperline.co

Dealops, Inc.

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Dealops, Inc.

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.