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

Get a demo

Spring

Visibility0

Vibe63

Businesses/Financial Technology (FinTech)/Spring

AI Visibility & Sentiment

Spring

Spring is an all-in-one Web3 management platform that professionalizes and automates the investment lifecycle for decentralized projects and investment groups. The platform replaces manual spreadsheets with secure, on-chain infrastructure for fundraising, token distribution, and regulatory compliance.

Active Monitoring

spring.net

Financial Technology (FinTech)Startups

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

aspirational

visionary

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Spring today.

Spring is currently absent from critical AI-driven purchase decisions, missing every opportunity to position itself alongside industry leaders like Magna and Liquifi in high-intent crypto infrastructure queries. While competitors like Pulley and Carta dominate the conversation, Spring’s lack of presence in core operational and fundraising discussions prevents it from reaching the venture analysts and DAO managers actively searching for solutions.

Working in your favor

Brand recognition exists in baseline queries as evidenced by occasional successful identity retrieval in Gemini.

Gaps to close

Total absence in high-intent queries regarding token distribution automation and investment syndicate management.

Failure to capture interest from high-value personas including early-stage crypto founders and VC investment analysts.

Lack of association with essential Web3 operational topics such as internal governance and secure admin panel setup.

Opportunities

Leverage the vacuum in the 'Web3 fundraising tools' category to establish Spring as a primary alternative to existing solutions.

Create high-authority technical content targeting the 'operational structure' and 'investor relations' keywords to influence LLM training data.

Optimize for 'best-of' lists and comparison queries that currently favor Magna and Liquifi.

Highest-Impact Actions

Execute an aggressive AI-focused content strategy targeting the 'token distribution automation' and 'crypto investment syndicate' keyword clusters.

Competitors are winning by answering the 'what are the best tools' question; Spring must inject its technical narrative into these specific queries to disrupt the current dominance of incumbents.

Develop and publish technical 'how-to' guides for secure admin panel setup and internal operations for crypto projects.

These topics represent core operational needs for your target audience, yet Spring currently has zero visibility here, leaving the field open for competitors.

Conduct a programmatic campaign to secure mentions in industry-standard third-party comparison articles and developer documentation.

AI models aggregate from high-authority third-party sources; increasing your brand's footprint in trusted crypto publications will improve direct recall in LLM responses.

Value Proposition

Spring eliminates the operational burden of manual Web3 investing by bridging the gap between traditional finance and decentralized technology through institutional-grade security, automated vesting, and integrated compliance tools.

Overview

Mission

Democratizing access to the private market.

Products & Services

Fundraising ToolsToken DistributionsCompliance & KYCInvestor/Member PortalAdmin Panel

Current State

Visibility Landscape

A high-level view of how Spring 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	70	—	97	—
“What do you know about Spring? What do they do and what's their reputation?”	Yes	—	#1	—
Core4q Product/service category queries	0	—	0	—
“what are the best tools for automating token distributions and vesting schedules for a web3 startup”	No	—	No	—
“recommend software for managing a crypto investment syndicate that includes kyc and member portals”	No	—	No	—
“how do i set up a secure admin panel to handle fundraising and investor relations for my new project”	No	—	No	—
“what are the top platforms like syndicate.io and magna for managing dao treasuries and token distribution”	No	—	No	—
Growth Areas5q Adjacent, aspirational & visionary	0	—	0	—
“best software for web3 fundraising that actually includes integrated compliance and kyc”	No	—	No	—
“what should i look for when choosing a crypto investment management platform to ensure it is institutional grade”	No	—	No	—
“what tools do i need to run a crypto startup effectively as we scale from seed to series a”	No	—	No	—
“what is the best way to handle investor relations and automated payouts for a decentralized project”	No	—	No	—
“how should a new crypto project structure their internal operations and governance to be investor ready”	No	—	No	—

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

Yes

—

“what are the best tools for automating token distributions and vesting schedules for a web3 startup”

—

“recommend software for managing a crypto investment syndicate that includes kyc and member portals”

—

“how do i set up a secure admin panel to handle fundraising and investor relations for my new project”

—

“what are the top platforms like syndicate.io and magna for managing dao treasuries and token distribution”

—

“best software for web3 fundraising that actually includes integrated compliance and kyc”

—

“what should i look for when choosing a crypto investment management platform to ensure it is institutional grade”

—

“what tools do i need to run a crypto startup effectively as we scale from seed to series a”

—

“what is the best way to handle investor relations and automated payouts for a decentralized project”

—

“how should a new crypto project structure their internal operations and governance to be investor ready”

—

Competitive Landscape

Pulley

26 mentions

Fireblocks

26 mentions

Carta

25 mentions

Sablier

22 mentions

Snapshot

21 mentions

Magna

18 mentions

Liquifi

18 mentions

OpenZeppelin

17 mentions

Trail of Bits

17 mentions

QuickBooks

17 mentions

Spring

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Brand recognition exists in baseline queries as evidenced by occasional successful identity retrieval in Gemini.

Gap

Total absence in high-intent queries regarding token distribution automation and investment syndicate management.

Gap

Failure to capture interest from high-value personas including early-stage crypto founders and VC investment analysts.

Recommended Actions

Execute an aggressive AI-focused content strategy targeting the 'token distribution automation' and 'crypto investment syndicate' keyword clusters.

Competitors are winning by answering the 'what are the best tools' question; Spring must inject its technical narrative into these specific queries to disrupt the current dominance of incumbents.

Develop and publish technical 'how-to' guides for secure admin panel setup and internal operations for crypto projects.

These topics represent core operational needs for your target audience, yet Spring currently has zero visibility here, leaving the field open for competitors.

Conduct a programmatic campaign to secure mentions in industry-standard third-party comparison articles and developer documentation.

AI models aggregate from high-authority third-party sources; increasing your brand's footprint in trusted crypto publications will improve direct recall in LLM responses.

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

Professionalizing Crypto Fundraising & Infrastructure(3 queries)

“what are the best tools for automating token distributions and vesting schedules for a web3 startup”

0/2 platforms mentioned

Core

ChatGPT

1.Hedgey

2.Ethereum

3.Arbitrum

4.Optimism

5.Base

+9 more

Gemini

1.Liquifi

2.Carta

3.Pulley

4.Toku

5.Magna

+4 more

“recommend software for managing a crypto investment syndicate that includes kyc and member portals”

0/2 platforms mentioned

Core

ChatGPT

1.AngelList

2.CoinList

3.Securitize

4.Formidium (CommonSubDoc)

5.Gizmolab

+5 more

Gemini

1.Presail (Sumsub)

2.Syndicate (Doola)

3.SeedBlink

4.XDAO

5.Squads

+7 more

“how do i set up a secure admin panel to handle fundraising and investor relations for my new project”

0/2 platforms mentioned

Core

ChatGPT

1.Stripe

2.Carta

3.Pulley

4.AngelList Stack

5.DealRoom

+18 more

Gemini

1.Carta

2.Foundersuite

3.Visible.vc

4.Retool

5.Appsmith

+13 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.

Vesting Plans

hedgey.gitbook.io

Spring

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 Financial Technology (FinTech)

Start gettingrecommended by AI.

Frequently asked questions

Spring

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 Financial Technology (FinTech)

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.