AI Visibility Scorecard
McTear Williams & Wood
mw-w.com · Finance & Insurance
Borderline visible. AI bots can crawl McTear Williams & Wood, 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 6 times
Claude · Meta AI · ChatGPT · Apple Intelligence
#59,906 of 791,724 in Finance & Insurance for AI visibility
24
AI Naming Predictability
iRarely named · 24/100
Finance & Insurance average 12
Top 13% of Finance & Insurance
See what's behind this score →4
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Finance & Insurance average 1. Claim your page and Engagemii is your first.
See what's behind this score →30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
Finance & Insurance average 16
See what's behind this score →0
About McTear Williams & Wood
from our crawl and measurement
McTear Williams & Wood, based in Norwich, describes itself simply: "Business rescue and insolvency specialists helping company directors find the right way forward. Free, confidential advice from licensed practitioners." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 6 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Meta AI.
- Company ·
- McTear Williams & Wood
- Website ·
- mw-w.com
- Industry ·
- Finance & Insurance
- Location ·
- Norwich, ENG
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Oct 24, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
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
Strong
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
Strong
Inbound links from other sites.
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 4.2/10, McTear Williams & Wood is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How can we help your business?
We act for all types and sizes of companies including established small businesses, medium enterprises and large corporates. Whether you are dealing with cash flow pressure or weighing your next step, our team gives advice shaped to your company on business rescue, insolvency, administration and liquidation. Our fees are paid from the company’s assets, never by you personally.
Is this your brand?
The exact fixes for McTear Williams & Wood
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.
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Source & Attribution
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mw-w
Cite this score: Engagemii (2026). "AEO Score for McTear Williams & Wood." Retrieved from https://engagemii.com/aeo/brands/mw-w
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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