Welcome to Week 9 of the Zero-to-Visible in AI 90-Day Experiment! If you are new here, we launched this experiment with a clear challenge:
Can a brand-new company (with no history, no press, and no backlinks) show up in AI-generated answers alongside established competitors? Nine weeks in, the data confirms something important: Our systematic approach to signal building is working. More importantly, we are moving beyond identity recognition and into category authority. (We’ll explain what that means momentarily)
The Week 9 Data Profile:
Our work clarifying who we are and what we do, and creating content that directly answers buyer questions, has changed how AI models understand and reference No Fluff.
Across the board, visibility signals continued to improve:
Credible Presence Growth:
increased by 10 percent this week. AI models are more consistently recognizing No Fluff as a legitimate and established entity.
Citation Acceleration:
AI engines cited our website 75 times this week, up from 58 citations last week. This means AI systems are increasingly drawing on our domain expertise toanswer buyer questions.
Hallucinations:
Incorrect mentions dropped to 23 percent. We have significantly reduced mix-ups with similarly named businesses. This BIG milestone matters because AI will not recommend a brand if it is even slightly unsure of its identity.
Strategic Shift:
From Identity to Category InclusionFor the first eight weeks, we focused on two priorities in parallel:
- Establishing an unmistakable brand identity
- Building early category authority
Because we are a new business, we had to ensure the answer to the question “Who is No Fluff?” was clear and consistent across AI systems. Now that our identity layer is stabilizing, we are shifting our focus to category inclusion. We are no longer optimizing only for branded prompts. We are targeting broader buyer questions, such as:
- How do I show up in AI search?
- Why is my company invisible in ChatGPT?
- What is generative engine optimization?
This marks the shift from simple recognition to being cited as the source in early-stage understanding — and then, in broader service provider recommendations.
Where AI Finds Its Answers
Our analysis of which domains AI engines cite most for these category questions revealed that Reddit and LinkedIn are the top two sources, followed by Wikipedia, YouTube, and major publications. Our strategy for these platforms is specific and data-driven:
Reddit Strategy:
We join threads AI already pulls from and add meaningful comments to strengthen existing conversations rather than starting new ones.
LinkedIn Strategy:
We analyzed the top 100 most cited LinkedIn posts to identify consistent patterns.
The most successful posts:
- Match the exact question being asked
- Lead with a direct answer
- Use a confident, advisory tone
- Are structured in short, clean sections
- Focus on answering one specific question
Validation Tooling:
Before publishing, we run our content through a custom GPT we built to validate structure and optimize wording specifically for AI pickup.
The Road to 90 Days:
This experiment has followed a deliberate progression:
- Brand Clarity
- Brand Credibility
- Category Inclusion ← We are here!
Next week, we’ve got a feature going live in a well-known industry publication! This will further strengthen our third-party validation layer, which is critical to category-level AI recommendations.
Want the Full System? We’re sharing the exact 64-point AI visibility checklist we use to audit and improve how brands appear in AI responses, covering site structure, messaging clarity, and third-party credibility.
Access the 64-Point AI Visibility Checklist →
Stat of the Week:
40% of AI citations come from social media platforms, with Reddit leading the rankings. (All About AI)
AI systems are no longer relying primarily on authority-based websites. They are increasingly pulling from dynamic, discussion platforms where real questions are being answered in real time.
Fresh Reads:
Super Bowl spots spark fight over whether we’re ready for ads from our chatbots (LA Times)
How social discovery shapes AI search visibility in beauty(Search Engine Land)
Claude just made its most powerful tools free (Tech Radar)
As always, reach out anytime at kartz@nofluffmktg.com if you’ve got questions or if you’re building your own visibility story too.
