AI Visibility Scorecard
Consumer Wins
consumerwins.com · Legal
Borderline visible. AI bots can crawl Consumer Wins, 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 3 times
Claude · Meta AI · Perplexity
#101,600 of 388,853 in Legal for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Legal average 8
Top 61% of Legal
See what's behind this score →4
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Legal average 2. Claim your page and Engagemii is your first.
See what's behind this score →5
0
About Consumer Wins
from our crawl and measurement
Consumer Wins, based in Los Angeles, CA, describes itself simply: "California consumer protection law firm representing consumers in Telephone Consumer Protection Act (TCPA) claims over spam texts, robocalls, and pre-recorded voicemails." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (LegalService), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Consumer Wins
- Website ·
- consumerwins.com
- Industry ·
- Legal
- Location ·
- Los Angeles, CA
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Sep 29, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Good
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 read your site and name it in answers. At 4/10, Consumer Wins is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Does any of this sound familiar?
Each one of these is a separate federal violation — and each one carries its own penalty. You replied STOP. They didn't stop. You texted STOP, got the “you've been unsubscribed” confirmation, and the messages kept coming. Every single one after that could be worth up to $1,500.
What could you be owed?
The TCPA sets damages per message. Violations add up quickly, because companies that spam rarely do it once.
Is this your brand?
The exact fixes for Consumer Wins
Which AI engines already crawl you
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Consumer Wins.
Source & Attribution
Scored by Engagemii on September 29, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/consumerwins
Cite this score: Engagemii (2026). "AEO Score for Consumer Wins." Retrieved from https://engagemii.com/aeo/brands/consumerwins
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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