AI Visibility Scorecard
The 5th Ingredient
beer30lite.com · Food & Beverage
At 2.6/10, The 5th Ingredient is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Authority and Reference Presence. That is fixable, and the signals below show where to start.
AI engines read this profile 4 times
Parallel · Claude · Apple Intelligence
19
AI Naming Predictability
iRarely named · 19/100
Food & Beverage average 12
Top 16% of Food & Beverage
See what's behind this score →2.6
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Food & Beverage average 2. Claim your page and Engagemii is your first.
See what's behind this score →20
Muse Index Score
iAI agent readiness
Basic · 20/100
Food & Beverage average 18
See what's behind this score →4
About The 5th Ingredient
from our crawl and measurement
The 5th Ingredient is a business whose own site puts it this way: "Beer30 Lite is brewery management software designed for breweries of every size, no matter your budget." When AI engines look at it, they find little to work with. It scores 2.6 out of 10.
Our crawl found structured data on the page (Brewery, Organization, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have read this profile 4 times in our tracking, including ShapBot (Parallel), ClaudeBot (Anthropic) and Applebot (Siri).
- Company ·
- The 5th Ingredient
- Website ·
- beer30lite.com
- Industry ·
- Food & Beverage
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 7, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 2.6/10, The 5th Ingredient is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
How long does Beer30 Lite take to set up?
Set up is easy with Beer30 Lite, and most customers are fully onboard and brewing within an hour. All it takes is some quick definitions on what you produce and what materials are on hand, a single stocktake, some short setup on what tanks you have access to, and you’re up and running within minutes!No complicated onboarding, or trying to navigate scheduling headaches to book a meeting to get you going.
How does Beer30 Lite save me time or money?
Beer30 Lite brings your brewery’s data together in a way that’s easier to record, easier to access, and easier to actually use.
If I move from Beer30 Lite to the full version of Beer30, will I have to start over?
Nope! Customers moving from Beer30 Lite to our full version as they continue to grow keep their same instance, data, and historicals.
Is this your brand?
The exact fixes for The 5th Ingredient
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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 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/beer30lite
Cite this score: Engagemii (2026). "AEO Score for The 5th Ingredient." Retrieved from https://engagemii.com/aeo/brands/beer30lite
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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