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AI Visibility Scorecard
InvertedLogic
invertedlogic.com · Media & Entertainment
At 1.4/10, InvertedLogic is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 1 times
Claude
#1,866,779 of 1,891,164 in Media & Entertainment for AI visibility
1.4
/10
AEO Score
About InvertedLogic
from our crawl and measurement
"UPDATE: Founder, John Ryland, has returned to Australia and is planning to settle there for the foreseeable future and is currently looking for a full-time job in Brisbane." That is how InvertedLogic introduces itself. As far as answer engines are concerned it may as well not exist yet: 1.4 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
Clear headings and answer-style content.
Entity Clarity
1
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
1
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
1
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
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 1.4/10, InvertedLogic is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for InvertedLogic
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/invertedlogic
Cite this score: Engagemii (2026). "AEO Score for InvertedLogic." Retrieved from https://engagemii.com/aeo/brands/invertedlogic
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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