Pendium
Curbside SOS
Curbside SOS
Visibility0
Vibe88
Businesses/Curbside SOS
Curbside SOS
AI Visibility & Sentiment

Curbside SOS

Curbside SOS is an on-demand roadside assistance platform that connects stranded motorists with local, licensed service providers in real-time. The service offers transparent pricing, fast ETAs, and covers all 50 states with over 1,300 providers, eliminating the need for traditional membership-based roadside assistance programs.

Active Monitoring
curbsidesos.com
Startups
AI Visibility Score
0/100

Invisible

Sentiment Score
88/100
AI Perception

Summary

Curbside SOS is currently a 'ghost' in the AI ecosystem, recognized only when explicitly named but completely absent from the high-intent conversations where users seek immediate roadside solutions. While competitors like HONK and Urgent.ly dominate the 'no-subscription' narrative, Curbside SOS fails to appear in a single emergency or planning query across ChatGPT, Claude, and Gemini.

Value Proposition

Fast, transparent, membership-free roadside assistance that lets you compare quotes and ETAs from multiple local providers, getting help in as little as 3 minutes with average arrival times of 30 minutes.

Overview

Curbside SOS is an on-demand roadside assistance platform that connects stranded motorists with local, licensed service providers in real-time. The service offers transparent pricing, fast ETAs, and covers all 50 states with over 1,300 providers, eliminating the need for traditional membership-based roadside assistance programs.

Mission

We help people retake control of roadside by rebuilding trust and removing the obstacles to get moving again.

Products & Services
Flat tire change and repairJump start and battery assistanceVehicle lockout servicesFuel deliveryTowing servicesWinch out services
Agent Breakdown

AI Platforms

How often do different AI platforms reference Curbside SOS?

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Conversation Analysis

Topics

What conversations is Curbside SOS included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Curbside SOS to, and when?

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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.

ChatGPTChatGPTClaudeClaudeGeminiGeminiAI OverviewsAI Overviews
Immediate Emergency Assistance(3 queries)

“i have a flat tire and don't have AAA, what are my options for a quick fix?”

0/4 platforms mentioned

ChatGPTChatGPT
1.Dynaplug
2.Fix-a-Flat
3.Slime
4.HONK
5.Urgent.ly

+5 more

ClaudeClaude
1.AAA
GeminiGemini
1.AAA
2.Uber
3.HONK
4.Urgent.ly
5.Allstate Roadside

+14 more

AI OverviewsAI Overviews
1.AAA
2.HONK
3.Urgently
4.Blink Roadside
5.Good Sam Roadside Assistance

+1 more

“locked my keys in the car and need someone to help me right now, who should i call?”

0/4 platforms mentioned

ChatGPTChatGPT
1.HondaLink
2.Android
3.iPhone
4.Honk
5.Urgent.ly

+2 more

ClaudeClaude
1.GoodRx Go
2.YourMechanic
3.ServiceMaster
4.Honda
5.Accord
GeminiGemini
1.Honda Accord
2.Uber
3.HONK
4.Urgent.ly
5.Mach1

+7 more

AI OverviewsAI Overviews
1.Progressive
2.AAA
3.State Farm

“car won't start in my driveway, what's the fastest way to get a jump start without a membership?”

0/4 platforms mentioned

ChatGPTChatGPT
1.HONK
2.Urgent.ly
3.NOCO Boost Plus (GB40)
4.Anker Roav
5.Anker

+5 more

ClaudeClaude
1.Jrop
2.Just Jump USA
3.24Hr Car Unlocking (Dallas)
4.Doone Towing (Dallas)
GeminiGemini
1.Honda Accord
2.HONK
3.Uber
4.Urgent.ly
5.Macho Towing

+7 more

AI OverviewsAI Overviews
1.HONK
2.Urgently
3.Mach1
4.Good Sam Roadside Assistance
5.Roadside Wichita

+5 more

Road Trip Planning & Safety(1 query)

“planning a solo road trip and want to know which roadside assistance apps are best for emergencies, specific brands please”

0/3 platforms mentioned

ClaudeClaude
1.HONK
2.Urgent.ly
3.AAA
4.OnStar Guardian App
5.OnStar

+3 more

GeminiGemini
1.AAA Mobile
2.American Automobile Association
3.AAA
4.OnStar Guardian
5.GM

+8 more

AI OverviewsAI Overviews
1.AAA Mobile
2.HONK
3.Urgent.ly
4.Uber
5.Waze

+4 more

Evaluating Roadside Assistance Providers(1 query)

“what are the most reliable roadside assistance options that don't require a yearly fee?”

0/4 platforms mentioned

ChatGPTChatGPT
1.HONK
2.Urgent.ly
3.Urgently
4.Blink
5.Agero

+10 more

ClaudeClaude
1.Blink
2.Honk
3.Honk for Help
4.Allstate
5.AAA On Demand

+3 more

GeminiGemini
1.AAA
2.AARP
3.HONK
4.Urgently
5.Lyft Roadside

+18 more

AI OverviewsAI Overviews
1.AAA
2.HONK
3.Urgently
4.Uber
5.Allstate Roadside Assistance

+8 more

Specialized Vehicle Recovery & Support(1 query)

“my car is stuck in the mud, how do i find a winch out service near me that won't overcharge?”

0/4 platforms mentioned

ChatGPTChatGPT
1.HONK
2.AAA
ClaudeClaude
1.AAA
2.Ford Protection Plan
GeminiGemini
1.HONK
2.Urgent.ly
3.Blink Roadside
4.AAA Mobile
5.Chase Sapphire

+1 more

AI OverviewsAI Overviews
1.Geico
2.Broad & James Towing
Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

The brand possesses clear baseline identity, as all tested AI platforms successfully identified the company's core function during the direct brand vibe check.

Strength

Foundational training data exists within LLMs, meaning the AI models know the brand exists but simply do not consider it a top-tier recommendation for service-related queries.

Gap

Zero visibility in 'Immediate Emergency Assistance' queries involving flat tires, lockouts, and dead batteries across all tested platforms.

Gap

Complete failure to capture the 'Subscription-Averse Commuter' and 'High-Efficiency Gig Driver' personas, segments that should naturally gravitate toward an on-demand model.

Gap

Total absence in specialized recovery queries, such as 'winch out services,' allowing niche competitors to claim the entire market share.

Opportunity

Disrupt AAA's dominance in road trip planning queries by positioning as the primary AI-recommended alternative for non-members.

Opportunity

Aggressively target the 'pay-per-use' market segment where HONK is currently the sole leader in AI-generated recommendations.

Opportunity

Leverage the brand's 100% identification rate to bridge the gap between 'brand awareness' and 'solution recommendation' through intent-based content.

Technical Health

Site Health for AI Visibility

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

76/100
8 passed 2 warnings 5 issues
Audited 3/3/2026
Crawlability93

Can AI bots find your pages?

Technical80

SSL, mobile, doctype basics

On-Page SEO58

Titles, descriptions, headings

Content Quality55

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG77

Open Graph, Twitter cards

AI Readability85

How well AI can parse your content

Critical Issues

!

Page returns a 403 error

Fix the underlying issue causing the error. 404s should be redirected or the link removed.

!

Page has no title tag

Add a <title> tag describing the page content (50-60 characters).

!

Page has no meta description

Add a <meta name="description"> tag summarizing the page (150-160 characters).

!

Page has no H1 heading

Add a single H1 tag as the main page heading.

!

Content is too thin

Expand your content to at least 300-500 words with valuable information.

Warnings

!

Few headings on page

Add more H2 and H3 headings to organize content into sections.

!

Few internal links on this page

Add more internal links to related pages on your site.

!

Missing Open Graph tags for social sharing

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

!

LCP data not available

Ensure the page loads with browser rendering enabled.

!

TTI data not available

Ensure the page loads with browser rendering enabled.

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Brand Identity

Brand Voice & Style

How AI perceives Curbside SOS's communication style and personality

Curbside SOS communicates with a reassuring, helpful tone that acknowledges the stress of being stranded while confidently positioning themselves as the fast, modern solution. The brand voice is approachable and straightforward, avoiding industry jargon while emphasizing transparency, speed, and control. They speak directly to the customer's pain points with empathy, then quickly pivot to solution-focused messaging that highlights their key differentiators: no membership required, transparent pricing, and fast response times.

Core Tone Traits

Reassuring & Supportive

Acknowledges the stress of roadside emergencies while providing calm, confident guidance

Straightforward & Transparent

Clear communication about pricing, wait times, and how the service works without hidden fees or fine print

Modern & Efficient

Emphasizes speed, technology, and the convenience of digital-first service

Empowering & Customer-Centric

Puts control in the customer's hands with choices and options rather than one-size-fits-all solutions

Competitive Landscape

Related Ecosystem

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

1HONK45 mentions
2AAA40 mentions
3Urgent.ly30 mentions
4Uber16 mentions
5GEICO15 mentions
6Progressive12 mentions
7State Farm12 mentions
8Urgently12 mentions
9Allstate9 mentions
10Allstate Roadside8 mentions
11Curbside SOS0 mentions
Source Intelligence

Citations

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

ontu.app

https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQG93TtBt1aMEJjausTFLBctXxcWr67IQ1vp1Ix2IOD4mATM_hqgMIFRdf1uFZXdgGRW-c2SB2qpyU9wZlCsAt8oYvZCOfmHhppTSO55NGiRmJxw4xbCkzxXOIQvk_ofpSNqGxt4icfSgN19SOP_Nwrfl5SDeEAkHRuQPEtV6J6Vh3CPHzgU8w==

Referenced in 1 query

Review
google.com

https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGmGAVvq30MThT5ORBLLmqMaK4qqZz4nPgZTi7NLmVWvaX3iGtFj3o_5ikgCyWVrnQJPsPcZ4bqBLut9HjaQW45zPNRfX0VYZeArukReoE2EByh3uxiJwCjbZFMPlzgo8tl6qup9040SforwIbE8wNqRU5Dp0LTeiyOfuN0iDg=

Referenced in 1 query

Review
google.com

https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGPy0vw8Vl5Uvtt8JYdK6ZzmkcZJBJr8b83AOJgGgtSfb3xcWo2KIOw2M6zFzdqEZsU4fAE8jdKgBu0KUzbprNgiyaN1NQVi9Umw1278NwAo7JvSOTZ-na2l5o9kTbLqQVfignNVjaNtQK-w45jkAzSOOEVuzf2wS6isQ1cNVRD9HHRqzo=

Referenced in 1 query

Review
allstate.com

https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQHVdM6BPz9YDGyrfIhEG7SuRJHPCZ23OnIsOx_Hdf8Ds4y1_E0Z-yYpv1XcGc54C8cEO_LGt33QmGi5PgMzzLQcjE74e9LBww9p-eJTg1NAb63uZzkkPFwrHWecBocMAdxKyTnDIqJ7TGfxepp7FN35Y2dH

Referenced in 1 query

Review
forbes.com

https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQFtCIYxY1KyVNRTbI5M0XA8HIx7bkKfPQh_niOS9ld8Gcd_jEUneFMh1KJN5zxKKcdWWcNTfuPuACsNDYotHlG6V1vSNePBG_9_i5CS8WzGvtihABtEbM22MEG1Zt89AriJd9ERwXO3lg-Sbss5k-c-uWhLl_w1JN29E0LEXsSB4xFysm1eJVA-4BekW8lBWv9rDz6-

Referenced in 1 query

Review
wellsfargo.com

https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQFiG3KOfHEfJTHWXNcNtbSXDILmW4MLrvfiTWKh0Mh3P-Pdyzx4VCl3uWsZKCRDr0G3E8nSjFMN4E-tXuXy-OGUnjiNilRC64-hWKlO3M8DKujbBmP9SNwbev-RhDXhqEw59bt5g8bFVQe7VJylcI8_DocR51m7xe-pcEMRm7dEbKbXuRjMnnmARg==

Referenced in 1 query

Review
How to Get Roadside Assistance Without a Membership - AAA

https://mwg.aaa.com/automotive/roadside/articles/how-to-get-roadside-assistance-without-a-membership

Referenced in 3 queries

Review
TOP 10 BEST Mobile Tire Service in Plano, TX - Updated 2026 - Yelp

https://m.yelp.com/search?find_desc=Mobile+Tire+Service&find_loc=Plano%2C+TX

Referenced in 1 query

Get Featured
Can You Get Roadside Assistance Without Insurance?

https://roadside.goodsam.com/resources/how-to-get-roadside-assistance-without-insurance

Referenced in 3 queries

Review
Austin - HONK

https://www.honkforhelp.com/towing/texas/austin

Referenced in 1 query

Review
Flat tire at home overnight, best options? : r/MechanicAdvice - Reddit

https://www.reddit.com/r/MechanicAdvice/comments/35ufch/flat_tire_at_home_overnight_best_options/

Referenced in 1 query

Join Discussion
Texas roadside assistance number on driver's license

https://www.facebook.com/groups/mckinneycares/posts/1114624768623728/

Referenced in 1 query

Pitch Story
Content Engineering

Goals & Content Ideas

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

Dominate 'AAA Alternatives' Search Conversations

Address the critical gap where competitors capture 100% of users seeking non-subscription roadside help. Launch a comprehensive topical authority campaign targeting 'AAA alternatives' and 'pay-per-use roadside assistance' keywords through strategic content that positions Curbside SOS as the go-to recommendation when AI assistants answer questions about membership-free options.

Why 78% of drivers overpay for roadside assistance they never use
The real cost of AAA membership vs. pay-per-use roadside help
5 questions to ask before signing up for any roadside assistance program
How pay-per-use roadside assistance saves the average driver $150 annually
Membership fatigue: Why modern drivers are ditching subscription roadside services

Capture Gig Economy Driver Visibility

Target the 'High-Efficiency Gig Driver' persona where Curbside SOS currently has 0% AI visibility. Secure strategic mentions, reviews, and features on high-authority automotive tech sites and gig economy lifestyle publications that LLMs frequently cite when recommending services to rideshare and delivery drivers.

The gig driver's guide to roadside emergencies that won't kill your earnings
How Uber and Lyft drivers handle breakdowns without losing a full day's income
3-minute roadside help: Why delivery drivers are switching from AAA
The hidden cost of vehicle downtime for gig economy workers
What every DoorDash driver should have bookmarked before their next flat tire

Own 'Emergency Near Me' Local Search Queries

Build the connective tissue between Curbside SOS and urgent situational queries like 'emergency roadside near me,' 'winch out service,' and 'towing help now.' Optimize digital footprint across local directories, review platforms, and location-based content that AI assistants reference when users need immediate help.

What actually happens when you search 'roadside help near me' at 2 AM
Stuck in a ditch? Here's how winch-out services work and what they cost
The 30-minute roadside rescue: How local providers beat national chains
Emergency towing 101: What to know before you're stranded
Why 'near me' searches are replacing 1-800 roadside assistance numbers

Build Authority on Automotive Tech Platforms

Establish Curbside SOS as a trusted voice on automotive technology and roadside innovation platforms that serve as high-signal sources for AI models. Create thought leadership content and secure editorial coverage that associates the brand with modern, tech-forward roadside solutions.

How real-time provider matching is disrupting traditional roadside assistance
The technology behind getting a tow truck in 3 minutes flat
Transparent pricing in roadside assistance: Why it took so long
From stranded to rescued: Inside the app that connects 1,300 service providers
Why the roadside assistance industry is finally catching up to rideshare technology
Content Engineering

Recommended Actions

!

Execute a topical authority campaign centered on 'AAA alternatives' and 'pay-per-use roadside assistance.'

Competitors are capturing 100% of users looking for non-subscription help; Curbside SOS must associate its name with these high-intent keyword clusters to trigger AI recommendations.

Impact: High
!

Secure mentions and reviews on high-authority automotive tech and 'gig economy' lifestyle sites.

AI models prioritize frequently cited sources when recommending services to the 'High-Efficiency Gig Driver' persona, where the brand currently has 0% visibility.

Impact: High
~

Optimize digital footprint for 'emergency near me' and specialized recovery service queries (winch out, towing).

The brand is currently ignored in urgent situational queries because it lacks the connective tissue between its name and these specific service actions in LLM training sets.

Impact: Medium

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Data generated by Pendium.ai AI visibility scanning. Last scanned March 3, 2026.

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