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AI Visibility Scorecard
djohnstonegas.com
djohnstonegas.com · Home & Living
Somewhat visible. AI bots can read djohnstonegas.com, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 9 times
ChatGPT · Meta AI · Claude · Apple Intelligence
#56,034 of 1,271,128 in Home & Living for AI visibility
6
AEO Visibility
iVisible · 6/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About djohnstonegas.com
from our crawl and measurement
djohnstonegas.com is a business whose own site puts it this way: "If you need professional plumbers for a job in Ayr, contact our team at Darwin Johnstone Plumbing and Heating. We do maintenance, installation, and repair." Its AI visibility score is 6.0 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 6 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
8
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
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.
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 6/10, djohnstonegas.com has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What are the main benefits of using a Gas Safe registered engineer?
All our plumbers at Darwin Johnstone Plumbing and Heating are fully qualified and experienced professionals. Crucially, they are Gas Safe registered, ensuring all heating and gas work is carried out legally and safely, meeting the highest industry and regulatory standards in Ayr.
What types of services do your plumbers specialize in?
We offer a comprehensive range of services for domestic and commercial clients. Our expertise covers general plumbing repairs (leaks, blockages, dripping taps) as well as heating services, including full boiler installations, servicing, maintenance, and radiator repairs.
How quickly can your plumbers respond to an emergency in Ayr?
We understand plumbing and heating issues require prompt attention. We strive to provide a quick and efficient service for emergencies across Ayr. We recommend contacting our team immediately so we can assess your situation and dispatch a plumber as quickly as possible to prevent further property damage.
Do you offer free quotes for work?
Yes, we provide free, no-obligation quotes for all planned plumbing and heating work. Our team is committed to transparent communication, ensuring you receive a clear explanation of the required work and the costs involved before any service begins.
Is this your brand?
The exact fixes for djohnstonegas.com
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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 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/djohnstonegas
Cite this score: Engagemii (2026). "AEO Score for djohnstonegas.com." Retrieved from https://engagemii.com/aeo/brands/djohnstonegas
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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