#563,141 OF 789,349 IN FINANCE & INSURANCE
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AI Visibility Scorecard
askvouch.com · Finance & Insurance
Borderline visible. AI bots can crawl AskVouch, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#563,141 of 789,349 in Finance & Insurance for AI visibility
4
AEO Visibility
iNear-invisible · 3.6/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
8
AI Adoption
iBasic · 8/100
from our crawl and measurement
"For UK commercial-finance brokers and lenders: AskVouch gathers documents and answers from borrowers, checks them live against Companies House and the FCA, chases what's missing, and." That is how AskVouch AI ops for UK commercial finance: gather, check, chase, and a verified funding pack introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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.
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 3.6/10, AskVouch is crawlable but under-signaled - fixable, and the signals above are where to start.
Where do you fit?
Door 01For brokersGathers each case over one link, checks it live against Companies House and the FCA, chases what's missing — then hands you a pack where every fact carries its source. Now being proven with a small group of design partners; per-lender criteria and open-banking checks are in build.
Is this your brand?
The exact fixes for AskVouch
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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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Scored by Engagemii on September 23, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/askvouch
Cite this score: Engagemii (2026). "AEO Score for AskVouch." Retrieved from https://engagemii.com/aeo/brands/askvouch
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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