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

Finch

Visibility67

Vibe97

Businesses/Software & Technology/Finch

AI Visibility & Sentiment

Finch

Finch is a B2B API platform that provides unified HR and payroll integrations, enabling businesses to connect with 250+ employment system providers through a single platform. They help companies streamline operations by offering standardized data formats and fast employer onboarding.

Active Monitoring

tryfinch.com

Software & Technology Startups

AI Visibility Score

67/100

Good

Sentiment Score

97/100

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Finch today.

Finch has successfully captured the technical mindshare of the market, achieving a staggering 97% visibility rate among engineering leads, yet it remains nearly invisible to the high-growth fintech founders who often initiate the buying cycle. While the brand dominates high-intent technical queries on AI Overviews and Claude, a persistent 'mixed' sentiment across these platforms suggests that visibility is currently outstripping brand trust.

Working in your favor

Technical Persona Dominance: Achieving a 91% mention rate with Technical PMs and 97% with Engineering Leads, positioning Finch as the definitive infrastructure choice for builders.

High-Intent Query Performance: Frequently securing the #1 or #2 spot on ChatGPT and Claude for 'Evaluating HR & Payroll Connectivity Solutions' and 'Rapid Scaling' queries.

AI Overviews Authority: Maintaining an 80% mention rate on AI Overviews, which serves as a critical top-of-funnel discovery engine for enterprise users.

Gaps to close

Founder Persona Blind Spot: A dismal 20% visibility rate among Speed-Focused Fintech Founders indicates the brand is failing to articulate its value proposition in terms of business velocity and time-to-market.

Specific Use-Case Absence: Notable 'Not Mentioned' results for 'income verification' and 'syncing org charts' allow competitors to own these high-value niche workflows.

Gemini Underperformance: With only 50% mention rate and an average position of 3.7, Finch is significantly less authoritative on Google’s primary AI platform compared to Claude and ChatGPT.

Opportunities

Sentiment Recovery: Transitioning 'mixed' sentiment to 'positive' on ChatGPT and Claude by seeding more success stories and third-party validation into the training data set.

Niche Workflow Land-Grab: Creating deep-dive documentation on 'income verification' and 'org charts' to capture the 40% of queries where Finch is currently absent.

Founder-Centric Narrative: Realigning messaging for non-technical personas to focus on 'integration speed' rather than just 'API unified architecture'.

Highest-Impact Actions

Execute a Founder-focused content offensive.

The 20% visibility with Fintech Founders is the biggest leak in Finch's AI visibility funnel; content must shift from 'how it works' to 'how fast you can ship'.

Address 'Mixed' sentiment on Claude and ChatGPT.

Despite high visibility (60%+), mixed sentiment at the point of recommendation can steer prospects toward ADP or Gusto, who have higher raw mention counts.

Optimize for Gemini-specific indexing.

Finch's 50% mention rate on Gemini is its weakest platform performance; improving technical documentation structure will help lift the average position from 3.7.

Value Proposition

One unified API platform connecting to 250+ HR and payroll providers, eliminating the need to build and maintain individual integrations while ensuring enterprise-grade security and compliance

Overview

Mission

Help employers build stronger workforces with HR and payroll data connectivity

Products & Services

Unified HR & Payroll APIOrganization Data IntegrationPayroll Data IntegrationDeductions ManagementEmployee Benefits Connectivity

Current State

Visibility Landscape

A high-level view of how Finch 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	70	97	97
“What do you know about Finch? What do they do and what's their reputation?”	#1	Yes	#1	#1
Core8q Product/service category queries	87	88	84	77
“what's the best way to get our software to talk to 100+ different hr systems at once without building them all ourselves”	#1	#1	#1	#1
“need an api to manage payroll deductions for an employee perks platform, what should i use”	#2	#1	#1	#1
“most trusted unified api providers for hr and payroll data right now”	#1	#1	#1	#2
“how do people handle unified api integrations for payroll nowadays”	#1	#1	#1	#1
“best way to sync data between a new b2b app and systems like adp, workday, and gusto”	#1	#1	#4	#5
“how to sync employee organization data and org charts from hr systems into my own software automatically”	#4	#1	#8	#2
“what's the easiest way to access payroll data for income verification in a lending app”	#1	#1	#2	No
“best reviewed software for connecting to multiple employment systems at once”	No	No	No	No
Growth Areas2q Adjacent, aspirational & visionary	44	90	62	94
“help me build a tech stack for a new retirement savings platform that needs to pull data from payroll”	No	#6	No	#3
“what should i look for in a payroll api provider to make sure it's secure and compliant for enterprise customers”	#7	#1	#1	#1

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

Yes

“what's the best way to get our software to talk to 100+ different hr systems at once without building them all ourselves”

“need an api to manage payroll deductions for an employee perks platform, what should i use”

“most trusted unified api providers for hr and payroll data right now”

“how do people handle unified api integrations for payroll nowadays”

“best way to sync data between a new b2b app and systems like adp, workday, and gusto”

“how to sync employee organization data and org charts from hr systems into my own software automatically”

“what's the easiest way to access payroll data for income verification in a lending app”

“best reviewed software for connecting to multiple employment systems at once”

“help me build a tech stack for a new retirement savings platform that needs to pull data from payroll”

“what should i look for in a payroll api provider to make sure it's secure and compliant for enterprise customers”

Competitive Landscape

ADP

82 mentions

Gusto

77 mentions

Finch

76 mentions

Workday

57 mentions

Plaid

45 mentions

Merge

44 mentions

Workato

42 mentions

Rippling

41 mentions

Paychex

34 mentions

BambooHR

26 mentions

Tray.io

20 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Technical Persona Dominance: Achieving a 91% mention rate with Technical PMs and 97% with Engineering Leads, positioning Finch as the definitive infrastructure choice for builders.

Strength

High-Intent Query Performance: Frequently securing the #1 or #2 spot on ChatGPT and Claude for 'Evaluating HR & Payroll Connectivity Solutions' and 'Rapid Scaling' queries.

Strength

AI Overviews Authority: Maintaining an 80% mention rate on AI Overviews, which serves as a critical top-of-funnel discovery engine for enterprise users.

Recommended Actions

Execute a Founder-focused content offensive.

The 20% visibility with Fintech Founders is the biggest leak in Finch's AI visibility funnel; content must shift from 'how it works' to 'how fast you can ship'.

Address 'Mixed' sentiment on Claude and ChatGPT.

Despite high visibility (60%+), mixed sentiment at the point of recommendation can steer prospects toward ADP or Gusto, who have higher raw mention counts.

Optimize for Gemini-specific indexing.

Finch's 50% mention rate on Gemini is its weakest platform performance; improving technical documentation structure will help lift the average position from 3.7.

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

Rapid Scaling Of HR Tech Integrations(3 queries)

“what's the best way to get our software to talk to 100+ different hr systems at once without building them all ourselves”

1/4 platforms mentioned

Core

ChatGPT

1.MuleSoft Anypoint

2.Dell Boomi

3.Workato

4.Tray.io

5.Celigo

+23 more

Claude

1.Zapier

2.ADP

3.Workday

4.BambooHR

5.Make

+6 more

Gemini

1.Workato

2.Workday

3.SAP SuccessFactors

4.Oracle HCM

5.MuleSoft Anypoint Platform

+9 more

AI Overviews

1.StackOne

2.Merge

3.Finch

4.Kombo

5.Unified.to

+1 more

“how do people handle unified api integrations for payroll nowadays”

0/4 platforms mentioned

Core

The Speed-Focused Fintech Founder · CEO & Founder

ChatGPT

1.Plaid

2.Finicity

3.Yodlee

4.Ocrolus

5.Mitek

+8 more

Claude

1.Plaid

2.Finicity

3.Fiserv

4.Pinwheel

5.Argyle

+3 more

Gemini

1.ADP

2.Gusto

3.Paychex

4.Plaid

5.Argyle

+3 more

AI Overviews

1.ADP

2.Gusto

3.Paychex

4.Bindbee

“best way to sync data between a new b2b app and systems like adp, workday, and gusto”

0/4 platforms mentioned

Core

The Speed-Focused Fintech Founder · CEO & Founder

ChatGPT

1.Gusto

2.ADP

3.Workday

4.Workato

5.Tray.io

+20 more

Claude

1.Plaid

2.ADP

3.Workday

4.Gusto

5.Zapier

+4 more

Gemini

1.ADP

2.Workday

3.Gusto

4.Plaid

5.Argyle

+3 more

AI Overviews

1.ADP

2.Workday

3.Gusto

4.Unified.to

5.Merge

+6 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.

HR API - Unified.to

docs.unified.to

Finch

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Software & Technology

Start gettingrecommended by AI.

Frequently asked questions

Finch

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Software & Technology

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.