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AI Visibility Scorecard
Pairwise
pairwise.com · biotechnology
Somewhat visible. AI bots can read Pairwise, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#3,178 of 624,296 in Nonprofits for AI visibility
6.8
/10
AEO Score
About Pairwise
from our crawl and measurement
"Pairwise is agriculture's leading plant CRISPR powerhouse. We partner with nature and science to deliver innovative food solutions." That is how Pairwise of Durham, NC introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.8 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: structured data describing the business, a clear heading structure, a clearly stated business identity, visible credibility markers, crawler access and the files AI engines look for and sitemaps and entity links AI can follow.
Away from its own site, other sites link to it and people discuss it in places AI engines read. There is some, but not much, sign that the domain is only lightly established and it barely surfaces on Reddit. Beyond that, AI engines do not yet recognise it as a distinct business and there is no press coverage to draw on.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). The business dates to 2017.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
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
6
Forum and community discussion.
1
Reddit mentions and discussion.
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 6.8/10, Pairwise has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Pairwise
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pairwise
Cite this score: Engagemii (2026). "AEO Score for Pairwise." Retrieved from https://engagemii.com/aeo/brands/pairwise
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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