
Spawned is an AI visibility platform designed for brands that want to appear in the answers provided by large language models like ChatGPT, Claude, Gemini, and Perplexity. The core product category is AI answer visibility optimization, targeted at marketing teams and SEO professionals who recognize that a growing share of buying decisions now end inside an AI-generated recommendation. Spawned's primary value is transforming a brand from invisible to consistently cited in AI responses. The free AI visibility audit is the entry point, measuring exactly where a brand stands relative to competitors across multiple engines using real buyer questions.
The concrete problem Spawned solves is the rapid shift of purchase research into AI chat interfaces. When a prospective buyer asks ChatGPT or Claude what product to use, the assistant typically names two or three brands—and everyone else is effectively invisible. This directly impacts revenue and brand share because the AI answer often ends the search. Traditional SEO alone cannot fix this, because the content that AI assistants cite is not simply top-ranked in Google; it must be structured and authoritative in ways that LLMs trust. Spawned directly addresses this new competitive landscape by making the feedback loop visible and actionable.
The first major feature is the free AI visibility audit. This tool runs the exact questions your buyers ask—using web search enabled—across ChatGPT, Claude, Gemini, and Perplexity. It records every answer and then produces a visibility score showing how often your brand appears versus competitors. The per-engine breakdown reveals which specific questions you lose on and which competitor is cited instead. This audit is free, requires no signup or credit card, and delivers immediate, concrete data on your current AI answer footprint. It transforms abstract anxiety about AI into a scored, comparative report.
The second major feature group is the page generation engine. After the audit identifies gaps, Spawned automatically builds the exact pages that AI assistants cite: comparison pages, best-of pages, guides, and direct answers written in your brand's voice. Each page must pass a series of quality gates—structure, style, grounding, and deduplication—before it is deployed to your domain. This ensures the content is not only factually accurate but formatted in the way LLMs prefer to extract citations. The engine publishes directly to your site, turning audit insights into live, citation-ready assets without manual content creation.
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The third feature set revolves around continuous monitoring and iteration. Spawned operates on a weekly loop: it re-checks the engines to see how answers have changed, identifies new gaps that have opened, publishes fresh pages into those gaps, and refreshes any stale pages that have lost their citation appeal. The citation dashboard (available in the Growth plan) shows exactly which pages are being cited by each AI assistant and how that share changes over time. This turns a one-time fix into an ongoing competitive intelligence system that adapts as AI models and buyer questions evolve.
The overall workflow of Spawned is simple and cyclical. It begins with the free audit that establishes a baseline visibility score and lists every competitor that appears where you do not. Then the engine automatically generates the missing pages—prioritizing the highest-impact buyer questions—and deploys them to your domain. Every week, the loop runs again: re-audit, fill new gaps, refresh old pages, and report your share of AI answers. This methodology treats AI answer visibility not as a static SEO project but as a dynamic, data-driven process that continuously outpaces the competition.
Concrete use cases demonstrate the platform's impact. A B2B SaaS company losing market share to three dominant competitors in ChatGPT answers runs the audit, discovers it is invisible on five key comparison queries, and within weeks Spawned deploys comparison pages that earn citations. An e-commerce brand finds Gemini recommending a rival's product guide; Spawned builds a best-of page that Gemini begins citing, directly influencing purchase intent. A marketing agency managing multiple client brands uses the Agency plan to white-label reports and track each client's AI visibility from a single dashboard, delivering measurable proof of progress.
Spawned is built for marketing teams, SEO specialists, brand strategists, content marketers, and growth teams at any company whose buyers use AI for product research. It works across the major LLM surfaces—ChatGPT, Claude, Gemini, and Perplexity—and integrates directly with your domain. Pricing starts at $99/month for the Starter plan (monthly tracking and 20 pages per month on a subdomain) and scales to $499/month for Growth (150+ pages, weekly loop, citation dashboard) and $1,500+/month for Agency (white-label, multi-site dashboard). The core takeaway is that Spawned turns AI from a blind spot into a measurable, improvable channel, giving brands the power to shape the answers that shape buying decisions.
This product is specifically for marketing managers, SEO specialists, brand strategists, content marketers, growth teams, and digital agency professionals at B2B SaaS companies, e-commerce brands, and any organization whose buyers increasingly use ChatGPT, Claude, Gemini, and Perplexity for product research. It is also suited for agencies that need white-label reporting and multi-client management capabilities. The tool is designed for brands that want to transform AI recommendations from a blind spot into a measurable, improvable part of their marketing strategy.
Updated 2026-02-28