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AI Visibility Scorecard
TF Premium Finance
tfpremiumfinance.com · Finance & Insurance
Borderline visible. AI bots can crawl TF Premium Finance, 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 4 times
Meta AI · Claude
#224,152 of 759,039 in Finance & Insurance for AI visibility
5
/10
AEO Score
About TF Premium Finance
from our crawl and measurement
TF Premium Finance is a Tampa, FL business whose own site puts it this way: "TF Premium Finance helps business owners and families explore life insurance premium financing, estate planning, and liquidity strategies. Reach out to us." Its AI visibility score is 5.0 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (LocalBusiness), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
5
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5/10, TF Premium Finance is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for TF Premium Finance
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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.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tfpremiumfinance
Cite this score: Engagemii (2026). "AEO Score for TF Premium Finance." Retrieved from https://engagemii.com/aeo/brands/tfpremiumfinance
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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