AI Visibility Scorecard
REALITYFILTER formerly 'a bunch of good'
realityfilter.com · Technology
At 2.54/10, REALITYFILTER formerly 'a bunch of good' is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Technical AEO and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 5 times
Claude · Meta AI · Perplexity
Top 50% in Technology for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
Technology average 28
Top 80% of Technology
See what's behind this score →2.54
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →0
14
About REALITYFILTER formerly 'a bunch of good'
from our crawl and measurement
REALITYFILTER formerly 'a bunch of good' is a business whose own site puts it this way: "But there is a conviction within US military circles that increased use of AI and machine learning are virtually inevitable, and essential." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.54 out of 10.
Our crawl found a clear heading structure, sitemaps and entity links AI can follow. It also found the gaps that keep answer engines guessing: the technical files AI engines look for, such as llms.txt or an open robots.txt, structured data describing the business, a clearly stated business identity.
Off the page there is almost nothing to corroborate it: AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look. That half of the score is earned elsewhere on the web, not on the site itself.
- Company ·
- REALITYFILTER formerly 'a bunch of good'
- Website ·
- realityfilter.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Fair
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 2.54/10, REALITYFILTER formerly 'a bunch of good' is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
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The exact fixes for REALITYFILTER formerly 'a bunch of good'
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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 November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/realityfilter
Cite this score: Engagemii (2026). "AEO Score for REALITYFILTER formerly 'a bunch of good'." Retrieved from https://engagemii.com/aeo/brands/realityfilter
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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