What AI Thinks About Solo | Pendium.ai
Pendium
Solo
Solo
Visibility28
Vibe75
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
AI Visibility Score
28/100

Low

Sentiment Score
75/100
AI Perception

Summary

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.

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

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.

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
Agent Breakdown

AI Platforms

How often do different AI platforms reference Solo?

Loading explorer...
Conversation Analysis

Topics

What conversations is Solo included in — or excluded from?

Loading explorer...
Buyer Personas

Personas

Who does each AI platform recommend Solo to, and when?

Loading explorer...
Analysis

Key Insights

What AI visibility analysis reveals about this brand

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.

Gap

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

Gap

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

Gap

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

Opportunity

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

Opportunity

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

Opportunity

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

Technical Health

Site Health for AI Visibility

How well Solo's website is optimized for AI agent discovery and comprehension.

90/100
17 passed 4 warnings
Audited 2/24/2026
Crawlability96

Can AI bots find your pages?

Technical96

SSL, mobile, doctype basics

On-Page SEO93

Titles, descriptions, headings

Content Quality73

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG87

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Warnings

!

3 render-blocking resource(s) detected

Consider deferring or async-loading non-critical scripts and stylesheets.

!

Page has 2 H1 tags. Best practice is one.

Use a single H1 for the main heading, and H2-H6 for subheadings.

!

Content may be too short

Expand your content to at least 500 words with valuable information.

!

Missing Open Graph tags for social sharing

Add og:title, og:description, and og:image meta tags.

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan
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

Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of Solo

1Gridwise30 mentions
2Everlance20 mentions
3Solo19 mentions
4Stride16 mentions
5SherpaShare15 mentions
6Hurdlr14 mentions
7Mystro12 mentions
8Uber11 mentions
9DoorDash11 mentions
10QuickBooks Self-Employed11 mentions
11Stride Tax9 mentions
Source Intelligence

Citations

Sources that AI assistants cite. Getting featured here improves visibility.

The Best Times to DoorDash | Gridwise

https://gridwise.io/blog/driving-for-doordash/the-best-times-to-drive-for-doordash/#:~:text=Best%20Times%20to%20DoorDash%20on%20Weekends,socializing%20or%20relaxing%20at%20home.

Referenced in 1 query

Review
Best Times to Drive for Uber (2026) - TripLog

https://www.triplog.net/blog/best-times-to-drive-for-uber#:~:text=waiting%20for%20requests.-,Rush%20Hours%20and%20Weekends,to%20or%20from%20bottomless%20mimosas.

Referenced in 1 query

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

https://www.keepertax.com/posts/doordash-tips

Referenced in 1 query

Pitch Story
Maximize Your Earnings with Solo's Smart Schedule

https://www.worksolo.com/blog/smart-schedule-feature-guide#:~:text=Whether%20you're%20a%20seasoned,productive%20workdays%20and%20bigger%20paychecks!

Referenced in 1 query

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

https://www.triplog.net/blog/best-time-to-do-uber-eats#:~:text=Wednesday%20through%20Sunday:%20These%20are,the%20potential%20for%20increased%20earnings.

Referenced in 1 query

Review
Best Times to Dash: A Practical Scheduling Guide for Dashers

https://dasher.doordash.com/en-us/blog/dashing-schedule#:~:text=What%20are%20the%20best%20times,help%20you%20maximize%20your%20earnings.

Referenced in 1 query

Review
26 Best Gig Economy Apps to Make Money Fast - GigSmart

https://gigsmart.com/blog/26-best-gig-economy-apps-make-quick-money-with-a-legit-side-hustle#:~:text=Table%20of%20Contents,The%20Pros%20of%20GigSmart

Referenced in 1 query

Review
Three Steps to Maximize Your Earnings | Dasher Central

https://dasher.doordash.com/en-us/blog/three-steps-to-maximize-earnings

Referenced in 1 query

Review
Earnings Tracker App for Gig Drivers - Gridwise

https://gridwise.io/features/earnings/#:~:text=Earnings%20Tracker%20App%20for%20Gig,Download%20Gridwise

Referenced in 1 query

Review
Best Times to Drive for Uber (2026) - TripLog

https://www.triplog.net/blog/best-times-to-drive-for-uber#:~:text=Q:%20What's%20the%20single%20best,city%20might%20have%20unique%20patterns.

Referenced in 1 query

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

https://www.triplog.net/blog/best-time-to-do-uber-eats#:~:text=Mealtime%20Rush:%20Peak%20hours%20often,customers%20turn%20to%20food%20delivery.

Referenced in 1 query

Review
The Best Times to DoorDash | Gridwise

https://gridwise.io/blog/driving-for-doordash/the-best-times-to-drive-for-doordash/#:~:text=Peak%20Hours%20for%20DoorDash:%20A%20General%20Guide&text=For%20most%20cities%2C%20the%20following,00%20PM%20%E2%80%93%209:00%20PM

Referenced in 1 query

Review
Content Engineering

Goals & Content Ideas

Ideas to help AI agents better understand the business and be more likely to use Solo's resources to help users.

Establish Tax Authority Through Strategic Content

Solo has 0% visibility for tax-related searches, allowing competitors like Everlance to dominate this critical space. This goal focuses on creating authoritative tax content for gig workers that AI assistants will reference when users ask about self-employment taxes, deductions, and quarterly filings. Social media will amplify tax tips and drive traffic to comprehensive guides that establish Solo as the go-to tax resource for independent workers.

The Complete Guide to Gig Worker Tax Deductions You're Probably Missing
How to Calculate Quarterly Estimated Taxes When Your Income Changes Every Week
5 Tax Mistakes That Cost Rideshare Drivers Thousands Every Year
Self-Employment Tax 101: What Every Delivery Driver Needs to Know Before April
Mileage Tracking for Taxes: The Simple System That Saves Gig Workers Money

Boost ChatGPT Citations via Review Presence

With an average position of 15.0 on ChatGPT, Solo is being overlooked in favor of Gridwise and Hurdlr when users ask for gig worker app recommendations. This goal targets authoritative fintech review sites, app comparison platforms, and gig-economy forums that LLMs reference as trusted sources. Social content will encourage user reviews and testimonials while highlighting Solo's presence on key platforms.

Why 1 Million Gig Workers Chose Solo Over Other Expense Tracking Apps
Solo vs. The Competition: What Real Drivers Say About Managing Their Money
How Solo's Free Tax Filing Stacks Up Against Paid Alternatives
The Features Gig Workers Actually Use Most in Their Finance Apps
What Fintech Reviewers Are Saying About Solo's Guaranteed Pay Predictions

Dominate Multi-Platform Gig Worker Conversations

Solo already shows 38% visibility with multi-platform power earners, creating an opportunity to become the definitive recommendation for high-volume gig workers. This goal doubles down on content targeting workers who juggle multiple apps like Uber, DoorDash, and Instacart simultaneously. Social media will showcase real stories and practical tips that resonate with this audience while building searchable content LLMs associate with multi-app management.

How to Track Income Across 5 Gig Apps Without Losing Your Mind
The Daily Routine of a Six-Figure Multi-App Gig Worker
Smart Scheduling: When to Switch Between Rideshare and Delivery for Maximum Earnings
Managing Expenses When You Drive for Uber, Lyft, and DoorDash Simultaneously
Why Multi-App Gig Workers Need Different Tools Than Single-Platform Drivers

Expand Presence on Gig Economy Forums

AI assistants pull recommendations from community discussions on Reddit, driver forums, and gig worker communities where Solo needs stronger visibility. This goal focuses on building authentic presence in spaces where gig workers ask for advice and share experiences. Social content will spark conversations that naturally reference Solo's solutions while team members engage meaningfully in community discussions.

What I Wish I Knew About Managing Gig Income in My First Year
The Real Cost of Not Tracking Your Mileage as a Gig Worker
How Experienced Drivers Actually Decide Which Hours to Work
Common Questions New Gig Workers Ask About Taxes Answered Simply
The Tools That Changed How I Think About My Gig Work Income

Create Shareable Financial Literacy Content

To improve AI visibility across tax and financial queries, Solo needs educational content that gets cited, shared, and linked by authoritative sources. This goal builds a library of practical financial guidance specifically for gig workers that positions Solo as an expert resource LLMs trust. Social media will distribute bite-sized insights that drive traffic to comprehensive resources and encourage engagement from financial educators and gig economy influencers.

Understanding Your 1099: A Plain-English Guide for Gig Workers
How Much Should Gig Workers Set Aside for Taxes Each Week
The Hidden Costs of Gig Work Nobody Talks About
Building an Emergency Fund on Unpredictable Gig Income
Why Your Net Earnings Matter More Than Your Gross Pay
Content Engineering

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.

Impact: High
!

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.

Impact: High
~

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.

Impact: Medium

Is this your business? We can help you improve your AI visibility.

Backing

Investors

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

Start getting recommended by AI

Enter your website to see exactly what ChatGPT, Claude, and Gemini say about your business. Free, instant, and eye-opening.

Free visibility scanResults in 2 minutesNo credit card required

Frequently asked questions

Don't see your question? Book a demo and we'll walk you through it.