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AI Visibility Scorecard
Vanillah
firstfiveeight.com.au · Technology
Somewhat visible. AI bots can read Vanillah, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#354,908 of 2,706,098 in Technology for AI visibility
5.8
/10
AEO Score
About Vanillah
from our crawl and measurement
Vanillah, based in Melbourne, VIC, describes itself simply: "Melbourne-based HubSpot, software and AI consultancy. We build simply satisfying software, with a specialty in Australian commercial real estate finance." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.8 out of 10, readable in places, missing in others.
Under the hood there is structured data on the page (Organization) and a readable heading structure and substantial page content, but the score is capped by what is missing: an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
Inbound links from other sites.
Domain Trust
1
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5.8/10, Vanillah has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Vanillah
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/firstfiveeight-com-au
Cite this score: Engagemii (2026). "AEO Score for Vanillah." Retrieved from https://engagemii.com/aeo/brands/firstfiveeight-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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