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

Neptune

Visibility34

Vibe85

Businesses/Financial Technology/Neptune

AI Visibility & Sentiment

Neptune

Neptune is a financial and legal guidance platform designed specifically for couples. They combine AI-powered tools with vetted human experts to help partners navigate prenups, wills, trusts, and tax strategies together, making complex decisions more approachable and collaborative.

Active Monitoring

meetneptune.com

Financial Technology Startups

AI Visibility Score

34/100

Low

Sentiment Score

85/100

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 Neptune today.

Neptune has successfully captured the attention of Pragmatic First-Gen Wealth Builders through AI Overviews, yet the brand remains entirely invisible to ChatGPT's massive user base. While the platform shows promise in collaborative premarital planning, it is currently ceding the high-value estate and legacy protection market to established incumbents like LegalZoom and Trust & Will.

Working in your favor

High resonance with the Pragmatic First-Gen Wealth Builder persona, achieving a 38% mention rate.

Strong performance in Google AI Overviews for collaborative premarital planning, maintaining an average position of 4.0.

High-ranking visibility in Claude and Gemini for cost-effective prenup solutions, specifically for users seeking to avoid high legal fees.

Gaps to close

Zero percent visibility across all tested queries on ChatGPT, the market-leading AI platform.

Total absence in 'Modern Estate and Legacy Protection' queries, failing to appear for users needing wills or trusts after having children.

Minimal influence with the 'Blended Family Executive' persona, currently holding a negligible 7% mention rate.

Opportunities

Displace HelloPrenup in 'trusted company' rankings by optimizing for authority-based financial legal queries in Gemini.

Expand into the post-marriage lifecycle by targeting the 'first kid' semantic cluster where the brand is currently non-existent.

Leverage the brand's existing strength in tech-focused prenup queries to dominate the 'Silicon Valley Asset Protector' persona.

Highest-Impact Actions

Initiate a ChatGPT-focused visibility recovery strategy.

With a 0% mention rate on the world's most-used AI, Neptune is losing the largest share of voice in the fintech space to LegalZoom and Rocket Lawyer.

Develop comprehensive content clusters around 'Modern Estate and Legacy Protection'.

Neptune was not mentioned in any queries related to wills or trusts after childbirth, missing a critical conversion milestone for young families.

Optimize for 'Trusted Brand' listicles and citations within the Gemini ecosystem.

Neptune currently only secures a #1 spot in a single Gemini query; broader inclusion in 'most trusted' lists is necessary to build high-intent authority.

Value Proposition

Neptune transforms traditionally awkward financial and legal conversations between partners into collaborative experiences, combining AI assistance with vetted professionals to help couples make informed decisions together.

Overview

Mission

To help couples establish their financial foundation together, making the prenup their first act of partnership.

Products & Services

Prenuptial agreement guidance and draftingWills and trusts planningTax strategy consultationAI-powered financial alignment chatVetted professional matching

Current State

Visibility Landscape

A high-level view of how Neptune 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	70	70	70
“What do you know about Neptune? What do they do and what's their reputation?”	Yes	Yes	Yes	Yes
Core3q Product/service category queries	0	50	50	68
“who are the most trusted companies for online prenups and estate planning that aren't just for basic documents”	No	No	#1	No
“what's the best way to draft a prenup if we both work in tech and have stock options, specific brands to try please”	—	No	No	#3
“how do we get a prenup without spending thousands on separate lawyers, looking for a collaborative platform”	No	#1	No	#3
Growth Areas2q Adjacent, aspirational & visionary	0	50	50	0
“help me and my fiancé talk about money before the wedding without it being awkward, any tools for this”	No	#5	#5	No
“we just had our first kid and need to set up a will and trust, where should we start”	No	No	No	No

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

Yes

“who are the most trusted companies for online prenups and estate planning that aren't just for basic documents”

“what's the best way to draft a prenup if we both work in tech and have stock options, specific brands to try please”

—

“how do we get a prenup without spending thousands on separate lawyers, looking for a collaborative platform”

“help me and my fiancé talk about money before the wedding without it being awkward, any tools for this”

“we just had our first kid and need to set up a will and trust, where should we start”

Competitive Landscape

LegalZoom

30 mentions

Rocket Lawyer

29 mentions

HelloPrenup

25 mentions

Trust & Will

17 mentions

Avvo

13 mentions

Honeydue

12 mentions

YNAB

9 mentions

Nolo

9 mentions

LawDepot

9 mentions

Neptune

9 mentions

Mint

8 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

High resonance with the Pragmatic First-Gen Wealth Builder persona, achieving a 38% mention rate.

Strength

Strong performance in Google AI Overviews for collaborative premarital planning, maintaining an average position of 4.0.

Strength

High-ranking visibility in Claude and Gemini for cost-effective prenup solutions, specifically for users seeking to avoid high legal fees.

Recommended Actions

Initiate a ChatGPT-focused visibility recovery strategy.

With a 0% mention rate on the world's most-used AI, Neptune is losing the largest share of voice in the fintech space to LegalZoom and Rocket Lawyer.

Develop comprehensive content clusters around 'Modern Estate and Legacy Protection'.

Neptune was not mentioned in any queries related to wills or trusts after childbirth, missing a critical conversion milestone for young families.

Optimize for 'Trusted Brand' listicles and citations within the Gemini ecosystem.

Neptune currently only secures a #1 spot in a single Gemini query; broader inclusion in 'most trusted' lists is necessary to build high-intent authority.

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

Collaborative Premarital Planning(3 queries)

“help me and my fiancé talk about money before the wedding without it being awkward, any tools for this”

0/4 platforms mentioned

Aspirational

ChatGPT

1.Zeta

2.Honeydue

3.Tiller Money

4.YNAB

5.You Need A Budget

+10 more

Claude

1.YNAB

2.You Need A Budget

3.Mint

4.Intuit Credit Monitoring

5.Personal Capital

+1 more

Gemini

1.Mint

2.You Need A Budget

3.YNAB

4.Personal Capital

5.Dave Ramsey's Financial Peace University

AI Overviews

1.Thielen & Associates, Inc.

2.Smart Couples Finish Rich

3.NerdWallet

4.Honeydue

5.YNAB (You Need A Budget)

+8 more

“what's the best way to draft a prenup if we both work in tech and have stock options, specific brands to try please”

1/3 platforms mentioned

Core

The Silicon Valley Asset Protector · Senior Software Engineer

Claude

1.HelloPrenup

2.Law Offices of Ronald Cordova

3.Manatt, Phelps & Phillips

Gemini

1.HelloPrenup

2.Willing

3.LegalZoom

4.Fremont, Mathis & Levine, LLP

5.Gottschalk, Carlson & Smith LLP

AI Overviews

1.Hensley Sendek Law

2.HelloPrenup

3.Neptune

4.LegalZoom

5.LZ Legal Services

“how do we get a prenup without spending thousands on separate lawyers, looking for a collaborative platform”

1/4 platforms mentioned

Core

The Silicon Valley Asset Protector · Senior Software Engineer

ChatGPT

1.Notion

2.HelloPrenup

3.LawDepot

4.Rocket Lawyer

5.MS Word

+13 more

Claude

1.HelloPrenup

2.LawDepot

3.LawTank

4.Rocket Lawyer

Gemini

1.HelloPrenup

2.HitchSwitch

3.I PreNup

AI Overviews

1.HelloPrenup

2.prenups.ai

3.Neptune

4.First

5.thisfirst.com

+2 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.

Money and marriage: What to talk about before you tie the knot

bankrate.com

Neptune

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

Start gettingrecommended by AI.

Frequently asked questions

Neptune

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

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.