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Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can actually read your site and cite it in answers. Two-thirds of websites are invisible to them. Prototypr.ai just got measured.
6/10 means Prototypr.ai is somewhat visible. AI bots can read you, but you are missing the structured signals that would push citation rate above competitors.
Prototypr.ai is a research platform that helps businesses validate ideas in market with AI. Generate webpages, ui, surveys and measure results with AI today.
Category: Technology
prototypr.ai4
Structured Data
9
Content Structure
6
Entity Clarity
3
E-E-A-T Signals
6
Technical AEO
5
AI Discoverability
What is prototypr.ai?
prototypr.ai is a research platform that helps businesses build, measure and learn faster with leading LLMs. It offers AI tools for UI generation, analytics, market research in addition to AI Agents that can learn and grow from your data. prototypr.ai's mission is to help people and business validate core business assumptions using the best in AI technology.
Who is prototypr.ai designed for?
Prototypr.ai is built for product managers, designers, founders, and growth teams who want to bring ideas to life faster. Whether you're validating early concepts, designing interfaces, analyzing KPIs, or running experiments, the platform helps you move from idea to implementation with AI.
What makes prototypr.ai different from other AI design or analytics tools?
Unlike point solutions focused only on UI generation or analytics, prototypr.ai is built around four key pillars: Research, Build, Measure, and Learn. You can develop and grow your own AI Agent that learns your product, connecting insights across chat history, dashboards, UI, surveys, and experiments to support data-driven decision making.
Can I use my own data with prototypr.ai?
Yes. You can connect Google Analytics, BigQuery, Search Console, and SendGrid using MCP. Once connected, AI can help you generate dashboards, analyze trends, summarize data, and investigate KPI changes with natural language. Prototypr.ai is designed so you remain in control of your data, with full transparency via a privacy policy linked in the site footer.
What large language models does prototypr.ai use?
Prototypr.ai uses the world's best large language models, including Google Gemini models such as Gemini 3.1 Pro and Gemini 3.5 Flash; OpenAI GPT models including GPT-5.5, GPT-5.4; Anthropic Claude models such as Claude Sonnet 4.6 and Haiku 4.5; and a fine-tuned GPT model used for Google Analytics dashboard generation.
Do I need to know how to code to use prototypr.ai?
No. Prototypr.ai is a no-code platform. You can generate UI, dashboards, landing pages, experiments, research, and insights using natural language. You can export prototypes to clean HTML, use MCP integrations, or publish landing pages to WordPress—all without writing code.
Can I start from templates instead of building prototypes from scratch?
Yes. The Prototypr Marketplace includes templates for dashboards, landing pages, prototypes, and UI components. You can import these directly into prototypr.ai Studio and start editing them instantly with natural language.
How much does it cost to use prototypr.ai? And is there a free trial?
Prototypr.ai is free to try. New users receive 15 free credits to generate user interfaces in prototypr.ai Studio. After using those credits, users can choose a Pay-As-You-Go plan for $20, a Plus membership for $29 per month, or a Pro membership for $99 per month.
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
Personal 50% off code at checkout
Tech buyers are the most research-intensive shoppers on the internet.
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Scored by Engagemii on May 21, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/prototypr-ai
Cite this score: Engagemii (2026). "AEO Score for Prototypr.ai." Retrieved from https://engagemii.com/aeo/brands/prototypr-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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