Every brand wants to show up in AI answers.
They want to be recommended by ChatGPT, cited by Perplexity, surfaced by Gemini, referenced by Claude, and included when users ask which product to trust, which protocol to use, which tool belongs in a shortlist, or which company deserves their attention. But wanting AI visibility and actually building it are two very different things.
As AI-powered search becomes a primary discovery channel, brands need more than SEO rankings. They need to understand their AI visibility, improve their Share of Model, and build the kind of authority that leads to consistent AI citations across large language models.
Over the past several months, Scribble has worked closely with brands to understand what actually moves AI search visibility. We have run creator-led campaigns, tracked AI citations, mapped query gaps, studied competitor visibility, and analyzed which types of content consistently get surfaced across AI engines.
One thing became clear very quickly. Getting cited is not a single-channel problem. It is not just a content problem. It is not just a creator problem. It is not just an analytics problem. It is a coordination problem. Brands need to know which questions they should own, what content needs to exist, which creators should tell those stories, where that content should live, and whether any of it is actually improving visibility across AI search.
That is why we built the Scribble Dashboard.
Why We Built the Scribble Dashboard
The workflow behind AI discoverability has too many moving parts. A brand needs useful, well-structured content on its own website because AI systems need reliable information to answer user questions accurately. But owned content alone is no longer enough.
Modern AI models look for corroboration. They search for independent voices across the internet that validate what a company says about itself. They weigh creator articles, publisher coverage, Reddit discussions, comparison posts, documentation, reviews, and third-party analysis before deciding what deserves to be cited.
This is where most brands struggle. They may already have an SEO platform. They may have a content team producing blogs. They may run creator campaigns or influencer programs. They may manually test prompts in ChatGPT or Perplexity and collect screenshots to share internally. But none of those systems communicate with one another.
AI visibility audits happen in one tool. Content strategy lives in another. Creator briefs are managed separately. Campaign execution happens in spreadsheets. Citation tracking becomes a folder of screenshots. Reporting gets stitched together manually.
The result is a fragmented workflow that simply doesn't scale.
We built the Scribble Dashboard to bring every part of AI visibility into one place.
What the Scribble Dashboard Does
The Scribble Dashboard helps brands understand where they stand in AI search and, more importantly, what they need to do next.
It combines AI answer monitoring, query tracking, citation tracking, competitor benchmarking, Share of Model analytics, content gap identification, creator campaign management, and reporting into a single workflow. The goal is simple.
Help brands become easier for AI systems to understand, trust, and cite. Scribble connects two layers that have traditionally operated independently.
The first is the intelligence layer. This layer helps brands understand what they should be known for, which questions they currently own, where competitors are outperforming them, which AI engines are already mentioning them, and where new opportunities exist.
The second is the distribution layer. Once opportunities have been identified, brands can activate creators to publish useful, independent content across the platforms AI systems actually read and retrieve from. Together, these two layers transform AI visibility from guesswork into a repeatable growth strategy.
Why Creators Matter More Than Ever in AI Search
AI search has fundamentally changed the role of creator content. For years, creator marketing was measured by impressions, clicks, likes, and engagement.
Today, creator content has another purpose. A thoughtful comparison article, product review, Reddit discussion, tutorial, explainer, or long-form thread can become part of the evidence AI systems use when generating answers. This matters because AI does not simply repeat what a brand says about itself.
It looks for confirmation. It looks for people explaining products in plain language. It looks for comparisons between competitors. It looks for independent opinions that help establish trust and context. Creators provide that missing layer.
They answer the questions users actually ask. They explain why products matter. They compare alternatives. They translate technical concepts into language ordinary users understand.
That is why Scribble built a creator network specifically for the AI search era.
Instead of buying temporary attention through traditional advertising, brands can invest in creator content that continues generating value long after a campaign has finished.
The result is durable visibility across AI search, traditional search, communities, and the wider web.
From Manual Campaigns to a Unified Workflow
Before the dashboard existed, this work was almost entirely manual.
We tested prompts across AI engines, reviewed citations, mapped missing questions, identified content opportunities, wrote creator briefs, launched campaigns, monitored what AI systems picked up and reported improvements back to brands.
The outcomes were valuable. The process wasn't.
Every project involved disconnected documents, manual reporting, multiple software tools, and repetitive workflows. Eventually we asked ourselves a simple question. Why isn't this one product?
The Scribble Dashboard is the answer.
It transforms the workflow we refined internally into a platform brands can use to continuously understand, improve, and measure AI discoverability.
What Brands Can Use the Dashboard For
AI search has created a completely new set of marketing questions.
Brands now need to understand where they appear inside AI-generated answers rather than simply where they rank on Google.
The Scribble Dashboard helps answer questions like:
• Where does our brand currently appear across ChatGPT, Perplexity, Gemini, Claude, and Grok?
• Which questions mention our competitors but not us?
• Which content gaps are preventing citations?
• Which creator campaigns actually improve AI visibility?
• Which AI engines understand our brand best?
• What content should we publish next?
• How is our Share of Model changing over time?
These questions are no longer theoretical.
If a buyer asks an AI assistant which CRM they should use, which crypto protocol they should trust, or which software belongs on a shortlist, that answer may shape the buying decision before the customer ever visits a website.
Brands need visibility into that process.
The Scribble Dashboard gives them exactly that.
From Launch to Product Hunt's Top Three
The Scribble Dashboard is now live. When we launched publicly on Product Hunt, we weren't sure how the community would respond. The response exceeded every expectation.
The Scribble Dashboard finished as the #3 Product of the Day on Product Hunt, validating something we've believed for a long time.
AI search has become one of the most important discovery channels on the internet, and brands need dedicated infrastructure to compete in it.
Today, companies use Scribble to understand where they appear across AI search engines, identify citation opportunities, coordinate creator campaigns, and measure AI visibility from a single platform.
Creators, meanwhile, have an entirely new role to play. Every thoughtful article, comparison, explainer, review, tutorial, or discussion can become part of the citation layer AI systems rely on when recommending brands. Scribble exists to connect those two worlds. Because the future of marketing won't be won by buying more impressions.
It will be won by becoming the source AI chooses to trust and cite.
Whether you're looking to measure your Share of Model, improve your AI visibility, launch creator campaigns, or understand why competitors are appearing in AI answers before you do, the Scribble Dashboard gives you the tools to build a long-term AI search strategy.
The AI search era is already here.
Scribble is building the infrastructure that helps brands become part of the answer.
Written by
I’m Ramaa, a writer and creator at Scribble. I’ve written two books, and writing is something I always find my way back to, whether that’s articles, scripts, captions, or overly long notes app rambles I swear will “be useful later.” I enjoy thinking about why people create, how ideas spread online, and what makes content feel genuinely human. When I’m not writing, I look after regulatory compliance and legal admin at Scribble, and I’m a graduate of the School of Policy, New Delhi. Outside of work, I’m a musician and an avid reader.
