AI Visibility Scorecard
SPUD
spudllc.com · Finance & Insurance
Borderline visible. AI bots can crawl SPUD, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 1 times
Claude
#262,430 of 792,745 in Finance & Insurance for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
2
AI Adoption
iBasic · 2/100
About SPUD
from our crawl and measurement
Home is a business whose own site puts it this way: "Helping ServiceTitan users grow their profits using data. Solving Problems Using Data offers ServiceTitan analytics to answer your Big Questions." When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.9/10, SPUD is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Does this sound familiar?
Poor VisibilityYou have tons of data, but your teams can't seem to get to exactly what they need for the desired impact. Decisions Base On Insufficient DataYou set KPI targets set based on an arbitrary increase over past performance or choose your success metrics based on instinct or best practices alone.
What are your Big Questions?
Big Questions are the ones that nag at you for months. You know you're collecting tons of data and you have countless reporting options, but you're not sure how to piece it all together to get the answers you need to make a change. These are the types of questions that predictive analytics can answer.
Is this your brand?
The exact fixes for SPUD
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for SPUD.
Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/spudllc
Cite this score: Engagemii (2026). "AEO Score for SPUD." Retrieved from https://engagemii.com/aeo/brands/spudllc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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