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AI Visibility Scorecard
harmoney.com · Finance & Insurance
Somewhat visible. AI bots can read Faster Personal Loans, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
ChatGPT · Claude
#7,702 of 749,750 in Finance & Insurance for AI visibility
6.5
/10
AEO Score
from our crawl and measurement
Faster Personal Loans is a Auckland business whose own site puts it this way: "Fast 100% online loans. Canstar New Zealand's most awarded Personal Loan (Ever!). Get up to $100,000 in as little as 9 minutes. Calculate and get a quote." Its AI visibility score is 6.5 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure, a clearly stated business identity, visible credibility markers, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. What holds it back is structured data describing the business.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established and there is little discussion of it. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT). The site links to no social profiles, so there is nothing tying the brand to a wider presence. By its own structured data it is a financial services business.
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
2
Forum and community discussion.
Social Mentions
0
No social discussion found yet.
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 6.5/10, Faster Personal Loans has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Faster Personal Loans
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/harmoney
Cite this score: Engagemii (2026). "AEO Score for Faster Personal Loans." Retrieved from https://engagemii.com/aeo/brands/harmoney
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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