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

Solo

Visibility27

Vibe75

Businesses/Financial Technology/Solo

AI Visibility & Sentiment

Solo

Solo is a mobile app designed specifically for gig workers that helps them manage their independent work more efficiently. The platform provides tools for income tracking, mileage logging, tax preparation, and smart scheduling to help gig economy workers earn more while reducing stress.

Active Monitoring

worksolo.com

Financial Technology

AI Visibility Score

27/100

Low

Sentiment Score

75/100

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Solo today.

Solo has successfully carved out a dominant niche in Google AI Overviews for gig-scheduling and efficiency queries, but it is currently invisible in the critical tax and mileage tracking conversations that define its competitors. While the brand performs with high authority in Claude and Gemini for its core value proposition, a dismal ranking on ChatGPT suggests a significant lag in the training data and third-party citations that drive LLM recommendations.

Working in your favor

Commanding 54% mention rate in AI Overviews with an average position of 4.2, particularly for scheduling and income management queries.

High authority in brand-specific 'vibe checks' on Claude and Gemini, where it ranks #1.

Strong resonance with the 'Efficiency-Obsessed Data Nerd' persona, achieving a 50% mention rate.

Gaps to close

Total absence in 'Simplified Tax and Mileage Tracking' queries, allowing Everlance and Stride to own the high-intent financial compliance segment.

Severe underperformance on ChatGPT with a mention rate of only 23% and a nearly irrelevant average position of 15.0.

Minimal penetration into the 'Tax-Anxious Side-Hustler' persona, capturing only 8% visibility.

Opportunities

Aggressive expansion into tax-related content to bridge the gap in the Tax-Anxious Side-Hustler segment.

Targeting the 'Multi-Platform Power Earner' persona where Solo already shows a 3.8 average position to secure definitive leadership over Gridwise.

Leveraging positive sentiment in Gemini to build a footprint in Google-driven financial ecosystems.

Highest-Impact Actions

Execute a tax-authority content blitz to close the visibility gap in financial compliance queries.

Solo currently has 0% visibility for tax-related searches, a critical failure when competitors like Everlance are frequently cited as the default solution.

Optimize for ChatGPT citations by increasing presence on authoritative fintech review sites and gig-economy forums.

An average position of 15.0 on ChatGPT indicates that the model views Solo as a secondary or tertiary option compared to Gridwise and Hurdlr.

Tailor messaging toward 'Multi-Platform Power Earners' to solidify the lead in the multi-app management niche.

Solo shows strong organic momentum with this persona (38% visibility); doubling down here can displace Gridwise as the primary recommendation for high-volume gig workers.

Value Proposition

Solo makes managing gig work easy by providing guaranteed pay predictions, smart scheduling, income tracking, and free tax filing - helping over 1 million gig workers earn more and stress less.

Overview

Mission

Let's help you earn more - helping gig workers get the most out of their time and optimize their work.

Products & Services

Smart Schedule with pay predictionsIncome and earnings trackingMileage logging and trackingTax preparation and free tax filingMulti-platform gig account management

Current State

Visibility Landscape

A high-level view of how Solo 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	97	70
“What do you know about Solo? What do they do and what's their reputation?”	Yes	#1	#1	Yes
Core5q Product/service category queries	14	49	43	66
“help me figure out the best times to work uber and doordash this week to make the most money, are there apps with pay predictions?”	No	No	#5	#2
“i'm tired of switching between apps, help me find a tool to manage my earnings from uber lyft and instacart all in one place”	No	#3	No	#2
“i need a smart schedule for my delivery jobs so i stop wasting time between orders, what should i use?”	#15	#3	#5	Yes
“what is the best way to track my mileage and expenses for 1099 taxes, looking for app recommendations”	No	No	No	No
“how can I see which gig apps are actually paying the most in my city right now, any specific tools for this?”	No	No	No	No
Growth Areas2q Adjacent, aspirational & visionary	70	53	56	47
“most trusted apps for gig workers to manage their business and pay, what's well-reviewed right now?”	Yes	#4	#3	#6
“recommend a way for a gig worker to file taxes for free that actually handles multiple income streams”	Yes	No	No	No

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

Yes

“help me figure out the best times to work uber and doordash this week to make the most money, are there apps with pay predictions?”

“i'm tired of switching between apps, help me find a tool to manage my earnings from uber lyft and instacart all in one place”

“i need a smart schedule for my delivery jobs so i stop wasting time between orders, what should i use?”

#15

Yes

“what is the best way to track my mileage and expenses for 1099 taxes, looking for app recommendations”

“how can I see which gig apps are actually paying the most in my city right now, any specific tools for this?”

“most trusted apps for gig workers to manage their business and pay, what's well-reviewed right now?”

Yes

“recommend a way for a gig worker to file taxes for free that actually handles multiple income streams”

Yes

Competitive Landscape

Gridwise

30 mentions

Everlance

20 mentions

Stride

16 mentions

SherpaShare

15 mentions

Hurdlr

14 mentions

Solo

13 mentions

Mystro

12 mentions

Uber

11 mentions

DoorDash

11 mentions

QuickBooks Self-Employed

11 mentions

Stride Tax

9 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Commanding 54% mention rate in AI Overviews with an average position of 4.2, particularly for scheduling and income management queries.

Strength

High authority in brand-specific 'vibe checks' on Claude and Gemini, where it ranks #1.

Strength

Strong resonance with the 'Efficiency-Obsessed Data Nerd' persona, achieving a 50% mention rate.

Recommended Actions

Execute a tax-authority content blitz to close the visibility gap in financial compliance queries.

Solo currently has 0% visibility for tax-related searches, a critical failure when competitors like Everlance are frequently cited as the default solution.

Optimize for ChatGPT citations by increasing presence on authoritative fintech review sites and gig-economy forums.

An average position of 15.0 on ChatGPT indicates that the model views Solo as a secondary or tertiary option compared to Gridwise and Hurdlr.

Tailor messaging toward 'Multi-Platform Power Earners' to solidify the lead in the multi-app management niche.

Solo shows strong organic momentum with this persona (38% visibility); doubling down here can displace Gridwise as the primary recommendation for high-volume gig workers.

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

Maximizing Daily Gig Earnings(3 queries)

“help me figure out the best times to work uber and doordash this week to make the most money, are there apps with pay predictions?”

1/4 platforms mentioned

Core

ChatGPT

1.Uber Driver

2.DoorDash Dasher

3.Gridwise

4.SherpaShare

5.Uber

+4 more

Claude

1.Uber

2.DoorDash

3.Uber Eats

4.Gridwise

5.Lyft

+1 more

Gemini

1.Stride

2.Everlance

3.Gridwise

4.SherpaShare

AI Overviews

1.Gridwise

2.Solo

3.Smart Schedule

4.Pay Guarantee

5.When to Drive

+2 more

“i need a smart schedule for my delivery jobs so i stop wasting time between orders, what should i use?”

1/4 platforms mentioned

Core

The Multi-Platform Power Earner · Full-time Multi-App Gig Driver

ChatGPT

1.Gridwise

2.SherpaShare

3.Mystro

4.Tasker

5.Circuit for Drivers

+4 more

Claude

1.Gridwise

2.Stride

3.Solo

4.Badger Maps

5.MacroFactor

+1 more

Gemini

1.Stride

2.Gridwise

3.Para

4.SherpaShare

AI Overviews

1.DispatchTrack

2.Spoke Route Planner

3.Circuit

4.SoloRoute Mobile

5.Route4Me

+2 more

“how can I see which gig apps are actually paying the most in my city right now, any specific tools for this?”

0/4 platforms mentioned

Core

The Multi-Platform Power Earner · Full-time Multi-App Gig Driver

ChatGPT

No brands listed

Claude

No brands listed

Gemini

No brands listed

AI Overviews

No brands listed

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.

The Best Times to DoorDash | Gridwise

gridwise.io

Web1 ref

Best Times to Drive for Uber (2026) - TripLog

triplog.net

Web1 ref

DoorDash Tips and Tricks for Top Earners: How to Make More in 2026

keepertax.com

Social1 ref

Maximize Your Earnings with Solo's Smart Schedule

worksolo.com

Web1 ref

Best Times to Deliver For Uber Eats (2026 Guide) - TripLog

triplog.net

Web1 ref

Best Times to Dash: A Practical Scheduling Guide for Dashers

dasher.doordash.com

Web1 ref

26 Best Gig Economy Apps to Make Money Fast - GigSmart

gigsmart.com

Web1 ref

Three Steps to Maximize Your Earnings | Dasher Central

dasher.doordash.com

Web1 ref

Earnings Tracker App for Gig Drivers - Gridwise

gridwise.io

Web1 ref

Best Times to Drive for Uber (2026) - TripLog

triplog.net

Web1 ref

Best Times to Deliver For Uber Eats (2026 Guide) - TripLog

triplog.net

Web1 ref

The Best Times to DoorDash | Gridwise

gridwise.io

Web1 ref

9+ Top: What Are the Best Times to DoorDash? Tips - oregon.gov »

oerap.oregon.gov

Gov1 ref

This App Tells You Exactly When to Dash to Hit $300/Day

youtube.com

Video1 ref

Best Delivery App that pays the most : r/couriersofreddit

reddit.com

Forum1 ref

Brand Identity

Brand Voice & Style

How AI perceives Solo's communication style and personality

Solo communicates with an empowering, supportive tone that acknowledges the challenges of gig work while offering practical solutions. The brand voice is friendly and relatable, speaking directly to workers who feel the stress of unpredictable income. They use clear, straightforward language that avoids jargon, making complex financial topics accessible. There's an underlying optimism and encouragement that positions Solo as a partner in the gig worker's success journey.

Core Tone Traits

Empowering & Supportive

Positions gig workers as capable entrepreneurs who deserve tools to succeed

Relatable & Understanding

Acknowledges the real challenges of gig work like unpredictable pay and stress

Clear & Straightforward

Uses simple language to explain financial concepts without condescension

Optimistic & Encouraging

Focuses on positive outcomes and earning potential rather than problems

Visual Identity

Primary

#1A1F36

Secondary

#4A90D9

Accent

#FF6B35

Background

#FFFFFF

Foreground

#111111

Backing

Investors

Red Sea Ventures

Engineer content that makes AI agents recommend you

Pendium analyzes how AI platforms perceive your brand, reverse-engineers what they already cite, and continuously publishes content designed to fill gaps and earn more mentions — on autopilot, with you in the loop.

Data generated by Pendium.ai AI visibility scanning. Last scanned February 24, 2026.