#1,248,978 OF 2,699,841 IN TECHNOLOGY
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AI Visibility Scorecard
assembl
assembl.co.nz · Technology
Borderline visible. AI bots can crawl assembl, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,248,978 of 2,699,841 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
About assembl
from our crawl and measurement
"assembl is a New Zealand software company building one connected system for finding, doing and showing valuable work." That is how assembl find it. DO it. show it. introduces itself. When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found structured data on the page (Organization, Person, WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
6
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
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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
0
Little domain authority yet.
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 4.7/10, assembl is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Already havea company in mind?
Ask a specific question about a company or sector. Review the research and download an editable pitch with its sources.Checking research availability…Company or sectorWhat should the agent investigate?NZ PostNew Zealand retirement villagesSend this public brief to the research provider. Do not include passwords, confidential information or personal records.
What could weassembl together?
Bring an opportunity, a repetitive job or an idea that needs to be seen. Start with one product, or connect the whole system.Bring us the work Already working with assembl?PursuitOpen client hubsStudioOpen Creative StudioYour existing private workspaces. Sign-in required.assemblFind it. DO it. Show it.Built in New Zealand.PursuitDOStudioAgent toolsAboutContactPrivacyGood work comes together.
Is this your brand?
The exact fixes for assembl
Which AI engines already crawl you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for assembl.
Source & Attribution
Scored by Engagemii on September 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/assembl-co-nz
Cite this score: Engagemii (2026). "AEO Score for assembl." Retrieved from https://engagemii.com/aeo/brands/assembl-co-nz
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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