AI visibility score
4.4/ 10Fair

#417,313 of 792,987 in Finance & Insurance

As of 2026-08-18 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Ingram Finance Limited

Ingram Finance Limited

Unclaimed

ingramfinance.com · Finance & Insurance

Borderline visible. AI bots can crawl Ingram Finance Limited, 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

#417,313 of 792,987 in Finance & Insurance for AI visibility

4

AEO Visibility

i

Borderline · 4.4/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

0

AI Adoption

i

None detected · 0/100

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About Ingram Finance Limited

from our crawl and measurement

Ingram Finance Limited is a business whose own site puts it this way: "We’re passionate about securing a great mortgage deal for our customers, regardless of whether they are first time buyers, remortgaging, moving home, purchasing additional properties or." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.

Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.

Industry · Finance & Insurance
Last scored · Aug 18, 2026

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

Strong

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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.4/10, Ingram Finance Limited is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

How can we help you?

We’re your local run business offering straightforward, no jargon, easy to understand advice. Mortgages With access to hundreds of products, we’ll help you secure a great product tailored to your circumstances. READ MORE Protection Family is important; get expert advice to help protect what matters, when it matters!

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The exact fixes for Ingram Finance Limited

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Picked for Ingram Finance Limited: How-To

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 18, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/ingramfinance

Cite this score: Engagemii (2026). "AEO Score for Ingram Finance Limited." Retrieved from https://engagemii.com/aeo/brands/ingramfinance

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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