AI Visibility Scorecard
Osprey Consulting
mjsolutionconsulting.com · Technology
Somewhat visible. AI bots can read Osprey Consulting, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · Meta AI
#226,644 of 2,707,790 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.8/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Osprey Consulting
from our crawl and measurement
"Osprey Consulting Limited's mission is to simplify, automate, and document tax processes, with targeted and impactful tax and finance technology solutions to immediate challenges." That is how Osprey Consulting of London, ENG introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.8 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite, 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
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.8/10, Osprey Consulting has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What Sets Us Apart?
Hands-On Expertise Over 40 years in tax, finance, and technology. Delivered by the same team from start to finish. No handoffs, no intermediaries.Clear, Flexible Approach We speak your language and adapt to your pace and internal capacity. Flexibility, clarity, and technical depth where it counts.Tailored & Efficient No complex teams or off-the-shelf plans.
Is this your brand?
The exact fixes for Osprey Consulting
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Osprey Consulting.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mjsolutionconsulting
Cite this score: Engagemii (2026). "AEO Score for Osprey Consulting." Retrieved from https://engagemii.com/aeo/brands/mjsolutionconsulting
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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