Your customers ask AI before they ask Google, and most brands have no idea whether they show up or lose to a competitor. Every other tool hands you a visibility score and stops there. Scribble does the whole loop: audit where you're invisible across every AI engine, create content that closes the gap, and amplify it through 50,000 creators who only get paid when AI cites them. A gap report won't win customers. Being the cited answer will.
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Do different AI engines treat creator content differently? Like, could a post get cited on Perplexity but never show up on Gemini or Claude? If that happens, do you brief creators differently per engine, or is one piece expected to work across all five?
Scribble Network
@iamaminmajid Yes, constantly, that's one of the biggest things we've seen. Same post, cited on Copilot and Gemini, invisible on GPT. We don't brief per engine though, one genuinely good piece tends to travel, and our best single result was one creator post cited by Copilot, Gemini and Perplexity at once.
Love the hustle behind this launch. qq how do you prevent creators from just keyword-stuffing articles to trick the LLM scrapers instead of writing actual high-quality content? congrts for launch @pythonhulk
Scribble Network
@priya_kushwaha1 Thank you! Keyword stuffing is an SEO trick that doesn't really translate to GEO, llms are looking for genuine human opinions and simple, understandable content they can quote. A stuffed article is actually harder for a model to cite than a clean one.
I think the biggest value comes from connecting discovery with action. what happens if a brand already ranks well across several engines? Showing where effort brings the highest return could help users prioritize.
Scribble Network
@joan_garcamo If you already rank well, the value flips to defending your position (engines recycle sources, strong positions decay without upkeep) and finding the specific queries you're still losing. The effort vs return prioritization idea is genuinely good though. Taking that one away.
This is a rlly cool idea! However the pricing model seems quite steep. I would be inclined to try this, but the lower tier subscriptions should have some level of creator distribution. More importantly, thoug, the lower tiers seem to just be more expensive versions of other GEO/AEO tools (but with MUCH less tracking / competitor analysis). I would keep a tier around the price range of your current lowest subscription, however the offerings you provide need to be more akin to what dozens of your competitors already offer (and for 50-80% cheaper).
The creator distribution aspect is genuinely different in the best way possible, but you NEED to offer distribution to lower tiers for users to really see the benefit of your platform. Would love to stay in touch!
Scribble Network
@lucapiekarski Thank you for the feedback! Pricing has been tricky for us and we're still caliberating it. But rest assure, we want to bring creator distribution to everyone and will open it up gradually to lower tiers too.
How do you actually verify that a piece of content got picked up by the AI engines versus just guessing based on prompt testing?
Scribble Network
@lkercmt2 Great question! Here's how we actually verify it: every time an AI engine (ChatGPT, Perplexity, Gemini, etc.) answers a question, it usually cites sources. We pull those cited source URLs directly from the AI's response and match them against our library of creator content — so if a TikTok or blog post pushed by one of our creators is a source behind an answer, we can show that exact link-up. It's not "does this prompt sound like it mentions us," it's "here's the actual source AI cited, and here's the creator piece it maps to."
Dropping screenshots below from our dashboard showing real citations for one of our clients mapped to the creator content behind them, so you can see it in action.
Happy to dig into any part of this further if useful!
Where do you find the list of AI creators and what are their geographic location. In addition i saw your profile its all web 3 projects, i assume they are web 3 creators?
Scribble Network
@roy_kek Good eye. Yes, we built the network over two years in Web3, that's where our roots are and where most of our creators and clients come from today. Geographically, they're global. We're expanding into other categories now, and the mechanics transfer, engines cite genuine creator content the same way regardless of niche.
TapRefer
This is a really interesting product to get AI visibility. But does UGC mean only a videos or it's mostly a text-based citation from creators??
Scribble Network
@jiteshghanchi We're trying to change that. If you use a product and write about it on Medium, it's as much UGC as an instagram post. However, we've seen citations from our network itself come from X, YouTube and even Instagram. For us, UGC means what it stands for - you're a user of a product and you create content about it.