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.

Roadmap Pricing

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Summation

Visibility0

Vibe50

Businesses/Artificial Intelligence / Enterprise Software (B2B SaaS)/Summation

AI Visibility & Sentiment

Summation

Summation is an enterprise AI platform that provides decision-grade insights by unifying fragmented data across finance, operations, and revenue. Founded by Ian Wong, it enables leaders to perform complex analyses and scenario testing with a traceable, audit-ready AI engine.

Active Monitoring

summation.com

Artificial Intelligence / Enterprise Software (B2B SaaS)Startups

AI Visibility Score

0/100

Invisible

Sentiment Score

50/100

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 Summation today.

Summation currently remains entirely invisible within the AI-driven ecosystem, missing every critical opportunity to be recommended for enterprise financial planning and data reconciliation. While competitors like Anaplan and SAP dominate the conversation, Summation is failing to capture the intent of decision-makers searching for next-generation automated financial tools.

Working in your favor

Brand recognition exists in isolation, as evidenced by a #1 ranking on Gemini for direct 'vibe check' inquiries regarding company identity.

Gaps to close

Total absence in high-intent vendor selection queries for enterprise planning software.

Complete failure to appear in queries targeting the Risk-Averse CFO and Data-Driven COO personas.

Zero presence in AI-powered financial reconciliation and audit-ready calculation engine search results.

Opportunities

Targeting the 'Strategic Business Transformation' narrative to differentiate from legacy competitors.

Capitalizing on the search volume for modern CFO tech stacks by creating authoritative, AI-optimized content that addresses reconciliation and planning pain points.

Establishing presence in 'best-of' category lists to intercept potential customers evaluating established players like Anaplan or Pigment.

Highest-Impact Actions

Launch an AI-optimized content pillar focused on 'AI-powered financial reconciliation' and 'audit-ready calculation engines'.

These queries represent the core of the buyer journey; establishing domain authority here is essential to shifting the brand from invisible to a primary consideration.

Develop persona-specific landing pages and technical collateral mapped to CFO and COO priorities.

Our current data shows zero alignment with critical decision-making personas; we must speak the language of efficiency, accuracy, and risk reduction to trigger AI recall.

Execute a structured SEO and PR campaign to increase brand mentions alongside tier-one competitors.

AI models learn association; by consistently appearing in authoritative enterprise software analysis where incumbents like Anaplan and SAP reside, Summation will gain visibility through contextual proximity.

Value Proposition

The company offers 'Decision-Grade AI' that provides traceable, verified insights rather than just descriptive dashboards, eliminating hallucinations through an audit trail linked to source systems.

Overview

Mission

Turning data chaos into decisive action, Summation is reimagining the way enterprises plan, decide, and lead.

Products & Services

AI Calculation EngineVerified TasksDeep Dive AgentsForward Deployed Team

Current State

Visibility Landscape

A high-level view of how Summation 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	—
“What do you know about Summation? What do they do and what's their reputation?”	—	—	#1	—
Core4q Product/service category queries	0	0	0	0
“what are the best enterprise ai platforms for unifying finance and operations data”	No	No	No	No
“compare enterprise ai calculation engines that offer audit-ready insights”	—	—	No	—
“recommend tools that replace manual reconciliation with verified ai tasks”	—	—	No	—
“what are the most trusted enterprise planning software alternatives to anaplan and pigment”	—	—	No	—
Growth Areas4q Adjacent, aspirational & visionary	—	—	0	—
“what should i look for when vetting ai-powered financial planning software for a large company”	—	—	No	—
“best enterprise data platforms that include expert forward deployed teams for implementation”	—	—	No	—
“what ai consulting or software tools are best for deep dive operational analysis”	—	—	No	—
“how do i build a more responsive and data-driven finance team in a large enterprise”	—	—	No	—

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

—

“what are the best enterprise ai platforms for unifying finance and operations data”

“compare enterprise ai calculation engines that offer audit-ready insights”

—

“recommend tools that replace manual reconciliation with verified ai tasks”

—

“what are the most trusted enterprise planning software alternatives to anaplan and pigment”

—

“what should i look for when vetting ai-powered financial planning software for a large company”

—

“best enterprise data platforms that include expert forward deployed teams for implementation”

—

“what ai consulting or software tools are best for deep dive operational analysis”

—

“how do i build a more responsive and data-driven finance team in a large enterprise”

—

Competitive Landscape

Anaplan

13 mentions

SAP

12 mentions

Pigment

9 mentions

Salesforce

7 mentions

Snowflake

7 mentions

Oracle

7 mentions

OneStream

6 mentions

Databricks

6 mentions

Planful

6 mentions

DataRobot

6 mentions

Summation

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Brand recognition exists in isolation, as evidenced by a #1 ranking on Gemini for direct 'vibe check' inquiries regarding company identity.

Gap

Total absence in high-intent vendor selection queries for enterprise planning software.

Gap

Complete failure to appear in queries targeting the Risk-Averse CFO and Data-Driven COO personas.

Recommended Actions

Launch an AI-optimized content pillar focused on 'AI-powered financial reconciliation' and 'audit-ready calculation engines'.

These queries represent the core of the buyer journey; establishing domain authority here is essential to shifting the brand from invisible to a primary consideration.

Develop persona-specific landing pages and technical collateral mapped to CFO and COO priorities.

Our current data shows zero alignment with critical decision-making personas; we must speak the language of efficiency, accuracy, and risk reduction to trigger AI recall.

Execute a structured SEO and PR campaign to increase brand mentions alongside tier-one competitors.

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

Enterprise Financial Planning & Data Reconciliation Tools(3 queries)

“what are the best enterprise ai platforms for unifying finance and operations data”

0/4 platforms mentioned

Core

ChatGPT

1.Databricks (Delta)

2.Snowflake (Unistore, OpenFlow, Snowpark)

3.Microsoft Fabric (OneLake)

4.Power BI

5.Microsoft 365

+8 more

Claude

1.Anaplan (PlanIQ)

2.OneStream

3.Cube (FP&Agents)

4.Oracle Fusion Cloud Financials

5.Kore.ai

+4 more

Gemini

1.Oracle Fusion Cloud (Fusion)

2.SAP Business Data Cloud (SAP IBP, Analytics Cloud)

3.Workday Adaptive Planning

4.Kinaxis (Kinaxis Maestro)

5.NetSuite

+8 more

AI Overviews

1.Anaplan (PlanIQ)

2.Planful

3.Prophix One

4.ChatFin

5.Workiva

+7 more

“compare enterprise ai calculation engines that offer audit-ready insights”

0/1 platforms mentioned

Core

Gemini

1.Anaplan (Hyperblock)

2.Pigment

3.MindBridge (Ensemble AI)

4.Trullion

5.InRule (irVerify)

+3 more

“recommend tools that replace manual reconciliation with verified ai tasks”

0/1 platforms mentioned

Core

Gemini

1.BlackLine (Verity AI)

2.HighRadius

3.Ledge

4.Nanonets

5.Staple AI

+3 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.

Scope

docs.databricks.com

Summation

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Summation

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

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.