Spawned is where ideas become live products. Describe what you want, and our AI builder ships a production-ready web app in minutes. Launch it to a built-in audience with upvotes, leadersboards, and real-time discovery.
Spawned is an AI visibility optimization tool that helps brands measure and improve how often ChatGPT, Claude, Gemini, and other AI assistants recommend them in buyer queries. As AI-driven product discovery grows, Spawned gives marketers and growth teams a systematic way to audit their AI citation presence, benchmark against competitors, and automatically publish the comparison pages, best-of guides, and direct answers that AI engines reference. Unlike monitoring tools that only report the problem, Spawned acts as an AI growth engine, closing the gap between being invisible and becoming a cited brand. Its free audit covers 60 real buyer questions across three major engines, delivering a clear visibility score in minutes. For companies whose customers ask AI what to buy, Spawned turns AI recommendations from a blind spot into a measurable, improvable channel.
The problem Spawned addresses is that a growing share of purchase decisions now end inside an AI answer, and brands that are not cited remain completely invisible. When a potential buyer asks ChatGPT for the best project management tool, the assistant typically names two or three options, ignoring dozens of qualified alternatives. Traditional SEO and monitoring tools tell you that AI recommends competitors, but they provide no mechanism to change the answer. This creates a critical visibility gap: even well-optimized websites that rank on search engines may get zero mentions in AI-generated responses. Spawned solves this by measuring exactly where you stand and then building the specific pages—comparisons, best-of lists, and direct answers—that AI models need to cite your brand as a reliable source.
The Spawned protocol begins with a free AI visibility audit that simulates real buyer behavior. The engine queries ChatGPT, Claude, and Gemini with 60 actual buyer questions selected from common purchase research scenarios, with web search enabled to replicate how real users interact. For each question, Spawned records every brand mentioned, aggregating the results into a per-engine and per-question breakdown. This audit reveals your visibility score—the percentage of questions where your brand appears—and highlights the specific competitors that AI assistants recommend in your place. Unlike generic SEO reports, the audit data is immediately actionable: you see the exact buyer questions where you are invisible, along with the competitor answers that win citations, giving you a clear map of the gaps to close.
Once the audit identifies gaps, Spawned automatically generates the missing pages that change AI answers. The engine creates comparison pages that pit your product against the competitors AI currently recommends, best-of pages that position your solution in curated lists, and direct answer content structured to match how AI assistants source information. Every page is written in your unique brand voice and must pass four validation gates before publishing: structure alignment with AI citation patterns, style consistency, factual grounding, and deduplication against existing web content. This quality control ensures that the pages are not bland AI-generated fluff but authoritative resources that AI models are likely to cite as a credible recommendation. The result is a growing library of pages that directly address the questions your buyers are asking AI.
Publisher
A
admin
Launch Date2026-02-10
Platformweb
Pricingfree
Domain Authority
Ahrefs DR15/100