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AI Visibility Scorecard
positiondev.com · Technology
Somewhat visible. AI bots can read position development, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#307,427 of 2,755,090 in Technology for AI visibility
5.9
/10
AEO Score
from our crawl and measurement
position development is a Brooklyn, NY business whose own site puts it this way: "position development home clients team schedule a meeting contact us mission Position Development is a worker-run software development company with a focus on independent media, cultural." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure and a clearly stated business identity. It is passable on some structured data and basic crawler access. What holds it back is credibility markers like credentials or reviews and sitemaps and entity links AI can follow.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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 and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The business dates to 2014.
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
8
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
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
4
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.
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 5.9/10, position development has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for position development
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Weekly ChatGPT & Claude citation tracking
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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/positiondev
Cite this score: Engagemii (2026). "AEO Score for position development." Retrieved from https://engagemii.com/aeo/brands/positiondev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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