AI Visibility Scorecard
Firstvend
firstvend.com.au · E-commerce
Borderline visible. AI bots can crawl Firstvend, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 2 times
ShapBot · Claude
#207,942 of 739,393 in E-commerce for AI visibility
49
AI Naming Predictability
iRarely named · 49/100
E-commerce average 18
Top 10% of E-commerce
See what's behind this score →4
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in E-commerce average 9. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
E-commerce average 27
See what's behind this score →?
About Firstvend
from our crawl and measurement
Firstvend describes itself simply: "Browse our warehouse inventory of quality secondhand vending machines and parts. Available machines with detailed specs, pricing, and availability." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
- Company ·
- Firstvend
- Website ·
- firstvend.com.au
- Industry ·
- E-commerce
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Aug 28, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
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 read your site and name it in answers. At 4/10, Firstvend is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Choose NewVendSales?
We're a family-run business with decades of experience in the vending industry. Here's what sets us apart. Sold As They Stand Machines removed from working sites. Sold as they stand in the warehouse — no refurbishment, just genuine used machines. Competitive Prices No refurbishment costs means lower prices. Direct from our warehouse to you — no middleman markups.
Is this your brand?
The exact fixes for Firstvend
Which AI engines already crawl you
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 28, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/firstvend-com-au
Cite this score: Engagemii (2026). "AEO Score for Firstvend." Retrieved from https://engagemii.com/aeo/brands/firstvend-com-au
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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