Vienna, Austria, Feb. 19, 2026 (GLOBE NEWSWIRE) — February 19, 2026 – OtterlyAI recently released new research analyzing more than 1 million AI-generated citations across ChatGPT, Perplexity and Google AI Overviews, revealing that AI answers rely predominantly on third-party sources rather than brand-owned websites. In response, the company announced a strategic partnership with media outreach platform Noble to help brands act on these insights and systematically improve their AI search visibility.
The findings are published in OtterlyAI’s report, “The AI Citation Economy: What 1+ Million Data Points Reveal About AI Visibility.” The study examines citation patterns across leading generative platforms and identifies a structural shift in how brand authority is constructed in AI-generated responses.
As AI systems increasingly shape brand perception, the partnership between OtterlyAI and Noble introduces an operational framework designed to move marketing teams from monitoring to active influence.
“Our goal is to give customers more than visibility metrics. We want to help them act on what they see.” said Thomas Peham, CEO and Co-founder of OtterlyAI. “We want to help them act on what they see. Partnering with Noble brings us closer to a complete workflow, from understanding how AI search represents your brand to actively shaping that presence.””
From AI Search Insights to Execution
OtterlyAI serves as the system of record for AI search visibility, enabling brands to monitor how they are mentioned and positioned as well as their websites cited across AI Search Platforms. The platform tracks AI responses for prompts, identifies citation sources, and measures share of voice across entities and domains.
The research underscores a key implication for marketing and SEO/GEO teams: visibility in AI answers is influenced heavily by authoritative third-party content ecosystems.
Noble specializes in securing high-impact editorial placements, strategic media coverage and third-party authority signals that influence how brands are represented across search and AI environments.
“AI platforms are redefining how authority is interpreted and summarized,” said Rahul Jain, CEO at Noble. “If AI systems draw heavily from third-party domains, brands need a disciplined strategy to earn visibility within those ecosystems. Our partnership with OtterlyAI connects citation intelligence with targeted execution, enabling teams to prioritize the right publications and close visibility gaps with measurable impact.”
Structured AI Visibility Workflow
Through the partnership, customers gain access to a structured workflow:
- Monitor AI citations and brand mentions across major ai search platforms with OtterlyAI
- Identify influential third-party domains shaping AI-generated answers with OtterlyAI
- Prioritize visibility gaps based on citation share and prompt coverage with OtterlyAI
- Execute targeted media outreach and content placements through Noble
- Measure changes in AI representation and citation presence over time
The technology partnership will roll out in phases. Initial offerings include streamlined referrals and product onboarding. Future integration will focus on connecting citation data directly with execution planning and reporting.
About the Research
“The AI Citation Economy” analyzes more than 1 million citations generated between January and September 2025 across leading AI systems. The report categorizes citation types, evaluates domain distribution patterns and provides a framework for understanding AI-driven brand representation.
The research signals a shift from traditional SEO metrics toward AI-specific visibility indicators, including citation frequency, third-party authority signals and entity alignment.
The full report is available at:
https://otterly.ai/blog/the-ai-citations-report-2026/
More information about the partnership is available at: otterly.ai/blog
About OtterlyAI
Otterly.AI is an award-winning AI Search Monitoring Platform built for the future of search. It enables marketing professionals to automatically monitor where they show up, what’s being said about them, and which websites get cited – across new and evolving AI search platforms. Trusted by thousands of marketing experts, OtterlyAI helps users turn visibility into action.
For more information, visit https://otterly.ai/
About Noble
Noble is a media outreach platform focused on automating and securing authoritative third-party placements for growth-stage and enterprise brands. By combining editorial outreach, authority building and performance measurement, Noble helps organizations strengthen their presence across search, media and AI-driven discovery platforms.
For more information, visit https://www.thatsnoble.com/.
Media Contact:
OtterlyAI
Name: Thomas Peham
Email: thomas.peham@otterly.ai
Noble
Name: Rahul Jain
Email: rahul@thatsnoble.com
Press Inquiries
Thomas Peham
thomas.peham [at] otterly.ai
https://otterly.ai/
