Introducing Dashboard AI

Generate Dashboards with AI in Seconds
and Accelerate Time to Insight

Powered by leading large language models, Dashboard AI enables you to generates high fidelity, full featured analytics dashboards and mock-ups that can be exported to HTML.

a screenshot of the desktop and mobile experience in Dashboard AI

YT #SHORT: AI Dashboard Generator featuring a GA4 GPT x Google Gemini

With Dashboard AI, you can generate Google Analytics dashboards to help you measure your campaigns and digital products. After you have completed the dashboard generation, you can open up AI Chat and ask Google Gemini to help you extract insights with thoughtful AI Summaries.

Watch the YouTube short and see how easy to is to make dashboards with AI.

LEARN MORE ABOUT DASHBOARD AI'S GOOGLE ANALYTICS CAPABILITIES

How prototypr.ai integrates LLMs into your dashboard experience

3 ways to explore your data with AI

1

GA4 Dashboard Generation

This premium feature connects your prototypr.ai workspace to Google Analytics, enabling you to iteratively build dashboards using natural language.

Unlock GA4 AI
2

Mockup Dashboards with AI

In prototypr.ai Studio, you can simply describe or upload an image of a dashboard and work with leading models such as Gemini 3 Pro to bring your ideas to life.

Make dashboards with AI
3

Chat about Dashboards & Data

Save time summarizing insights and exploring your data with AI Chat, integrated into each and every premium dashboard. Add more context to your AI with MCP.

Chat about your data

5 ways prototypr.ai helps teams uncover smarter insights & opportunity with
Google Analytics x AI

A series of AI dashboard prompts used to generate a dashboard powered by the Google Analytics API and a fine tuned GPT model

Generate Google Analytics Dashboards with AI and unlock faster insights

prototypr.ai has built an AI dashboard generator powered by a custom fine tune GA4 GPT model built on top of the Google Analytics API.

a screenshot of a KPI analysis helping the user understand how their KPIs are changing and what segments are driving these changes

Use AI models to surface insights into what is driving changes with your KPI

Have you ever had a question about why a KPI is up or down vs a comparable period? With the KPI Explorer feature, you can simply hit generate AI Insights and the GPT Model will fetch some Google Analytics data and do a first draft of an analysis and identify segments driving movement in your data.

Chat with the Google Analytics API and conduct analysis with a Fine Tuned GPT Model

prototypr.ai has trained a fine tuned GPT model to allow customers to chat with their Google Analytics data. The goal with this product to help make data more accessible to customers and accelerate the time it takes to generate insights and drive positive business outcomes.

Use a Custom GA4 Agent to help support data collection requirements gathering

As an Analytics professional, you are often tasked with building analytics requirements to help measure user experiences for various stakeholders. Now, instead of manually analyzing the interface and writing requirements from scratch, we can use web enabled AI agents to support data collection.

a screenshot of the premium workspace in prototypr.ai for ai analytics and managing your ai generated dashboards

Measure results with an AI Analytics Workspace designed for Data & Marketing Professionals

prototypr.ai has built a custom Generative AI workspace for Analytics, featuring a fine tuned Google Analytics GPT to help support data analysis and unlock faster insights.

Learn more about AI Analytics

10,000 THANK YOU's!

A huge THANK YOU to the first 10000+ people who signed up to prototypr.ai! Your feedback is sincerely appreciated and helps make analytics more accessible and better for everyone.

gareth cull profile pic

-- Gareth Cull, creator of prototypr.ai, ex-Mozilla Analytics Lead

GROWTH STRATEGY CASE STUDY

How AI-Powered Reporting combined with
Conversational Data Insights drove a 53% lift in Day 1 Retention

Led by prototypr.ai creator Gareth Cull, this study demonstrates how building a Growth Intelligence Layer on top of Google Analytics transformed a failing activation flow. By combining AI-powered reporting with an AI Advisor fully aware of his analytics and product stack, he identified the precise friction points stalling early activation, leading to a 53% increase in Day 1 retention.

"Structure works when motivation exists. It does not work when introduced before value."

How AI dashboard mockups help teams accelerate alignment & make better decisions

a project manager and an analytics professional aligning on a dashboard prototype

Align Teams Faster With Real, Shareable Dashboard Concepts

Instead of debating ideas on slides or in meetings, give stakeholders a dashboard they can react to immediately. AI‑generated mockups make abstract concepts tangible — helping teams agree on layout, structure, and intent before any BI setup or development work begins.

a couple of employees struggling with the amount of meetings and are not able to move their projects forward due to a lack of time.

Reduce Meetings and Back‑and‑Forth by Finalizing the Design Early

AI mockups eliminate endless revision cycles. Everyone sees the same dashboard early, aligns on the layout, and signs off on the final design. Once approved, simply export the code and move straight into implementation — with no backtracking or redesigns.

Go From Whiteboard or Sketch to Code and kick-start your dashboard development

Upload a whiteboard photo, napkin sketch, or rough screenshot and instantly generate a high‑fidelity dashboard with clean, editable HTML. This compresses early exploration, alignment, and developer handoff into a single step — dramatically accelerating timelines.

a gallery of dashboard templates and data visualizations using tools such as ChartJS and D3

Import Dashboard Templates and Customize Them Instantly With AI

Kickstart your dashboard projects with a curated gallery of templates. Import them into your workspace, remix them with AI, or use them to inspire the storytelling approach for your next data project.

a dashboard design system that helps users output more consistent dashboard designs when using AI Models

Create more consistent outputs from AI with a custom Dashboard Design System

Most data teams don’t have the time or resources to create a standardized design system. With Dashboard AI's design system, teams can speed up design, development and produce more consistent and professional user experiences across every dashboard.

View Dashboard Design System Template

Contribute to the Dashboard AI
Community Gallery

Share your dashboard or data visualization ideas to a growing community library.

Your Data, Explained: How AI Chat Helps Teams Interpret Data Faster and Turn Raw Dashboards Into Clear Business Outcomes

a flow diagram of data connected to a product analytics dashboard and an ai agent

Bring your data together from multiple sources into AI Chat

With products like our Product Analytics dashboard, you can bring together analytics, surveys, and even UX data to help give you a 360 view of your product's performance.

Learn more about Product Analytics
Gemini summarizing some dashboard data as an email to marketing

Ask Google Gemini 3 Flash to summarize a dashboard with key insights and opportunities

prototypr.ai has created a AI Dashboard Summaries feature powered by the next generation model Gemini 3 Flash. Simply open up AI chat in Dashboard AI and ask it to summarize the dashboard as a draft email to marketing. Then edit the draft and send it out to your team. It's that easy!

Dashboard Context Memory user interface where customers can upload images and give the models more context when analyzing data

Give your Analytics Agent the Context it Deserves with Dashboard Context Memory

An innovative feature exclusive to prototypr.ai Analytics, dashboard context memory enables you to upload context in your product analytics dashboard so that it has improved context about the changes that are happening in your data.

a screenshot of MCP Servers connected to prototypr.ai Chat

Bring even more data into AI Chat with our custom MCP integration

prototypr.ai has build a MCP Chat client that makes it easy to bring in any data connected to a MCP Server. Model Context Protocol makes it easy to connect data sources to LLMs and is a critical part of the prototypr.ai experience.

Featured Data MCP Connectors

Explore prototypr.ai's featured MCP servers that are ready to enhance your AI's capabilities

google analytics icon small png

Google Analytics Agent MCP

A custom Google Analytics 4 Agent as an MCP server. Powered by a fine tuned GPT Model and the Google Analytics API.

Learn about GA4 Agent MCP
google bigquery icon small png

Google BigQuery MCP

An Open Source Google BigQuery MCP server that enables teams to explore their BigQuery Datasets and run sql queries using natural language.

Download on Github
google search console icon small png

Google Search Console MCP

An Open Source Google Search Console MCP server that enables you to query the GSC API with natural language and get insights into the performance of your SEO initiatives.

Download on Github
sendgrid icon small png

Sendgrid MCP

An Open Source Sendgrid MCP server that enables you to save html templates to sendgrid, pull a list of templates and get statistics for about the performance of your email marketing program.

Download on Github

From the prototypr.ai blog

An abstract image of an ai agent

Context Engineering For Developers: Build Smarter AI Agents with the FACT Framework

Go beyond prompt engineering and discover how the FACT framework helps you structure data context for smarter, more capable data agents. With practical examples and code.

Read Context Engineering Article

Make Dashboards with AI Today

Bring your data products to life today..

Frequently Asked Questions

Everything you need to know about Building Dashboards with AI

An AI dashboard is a business interface powered by artificial intelligence that helps people quickly understand and explore their data, uncover insights, and answer questions about business performance.

Unlike traditional dashboards that rely on manual setup and configuration, AI dashboards allow users to generate dashboards using natural language—making it faster to go from raw data to meaningful insights.

They also include an integrated AI chat layer, enabling users to explore data more deeply, segment metrics, connect additional data sources, and investigate questions that go beyond what is visible in a static dashboard.

In practice, an AI dashboard helps you:

  • Build dashboards quickly to understand business performance
  • Explore and analyze data through conversational queries
  • Generate summaries and insights that can be shared with teams

The result is a faster path from data to understanding—and from understanding to action.

Dashboard AI is an AI‑powered dashboard generator built by prototypr.ai that helps teams create high‑fidelity analytics dashboards and mockups in seconds using large language models.

It includes a custom Google Analytics integration that allows you to generate, edit, and refine fully structured dashboards using a fine‑tuned GPT model, making it easy to go from data to insight without manual setup.

Dashboard AI also supports MCP integrations, enabling you to connect additional data sources and use AI chat to explore, summarize, and analyze your data using natural language. This helps you answer deeper questions and uncover insights beyond what’s visible in a static dashboard.

Traditional BI tools require manual setup, configuration, and querying to build dashboards, which can slow down the process of getting insights from data.

Dashboard AI uses artificial intelligence to generate Google Analytics dashboards instantly and allows you to explore and understand your data using natural language.

Instead of building dashboards step by step, you can describe what you want and have it created for you in seconds.

This approach reduces the time it takes to build dashboards, makes analytics more accessible to non-technical users, and helps teams move faster from data to insight, ultimately enabling better, more informed decision-making.

Using AI to build dashboards significantly reduces the time and effort required to move from data to insight.

Instead of manually configuring charts, writing queries, or designing layouts, AI can generate complete dashboards instantly and help you understand what’s happening in your data.

Key benefits include:

  • Faster time to insight with instant dashboard generation
  • Reduced reliance on technical skills or manual setup
  • Ability to explore data and answer questions using natural language
  • Automated summaries that help communicate insights to teams

AI dashboards allow teams to spend less time building dashboards and more time making decisions.

An AI dashboard generator uses large language models to translate prompts, data sources, or visual references into fully structured dashboards.

Instead of manually configuring charts or writing queries, you can simply describe what you want to see, and the system will generate the layout, visualizations, and metrics automatically.

Once the dashboard is created, you can continue editing it using natural language or explore your data further using AI chat to refine insights and get feedback.

When working with the Google Analytics integration, this process becomes even more direct. You can describe the data you want and pair it with a visualization—for example, “generate a scorecard for active users” or “create a table of active users by source/medium.” The fine‑tuned GA4 GPT model will then generate the corresponding components based on your request.

This approach makes it faster and easier to move from a question to a working dashboard, without needing to manually build or configure each element.

Yes. Dashboard AI connects directly to the Google Analytics API and uses a fine‑tuned GA4 GPT model to generate dashboards, summaries, and insights from your Google Analytics data.

This integration allows you to quickly build dashboards that reflect your traffic, user behavior, and key performance metrics without needing to manually build reports with drop downs.

If you would like to see how this works in practice, you can watch this short demo: AI Dashboard Generator featuring a GA4 GPT x Gemini Flash

Most dashboards are generated in seconds, allowing you to go from an idea, prompt, or sketch to a fully interactive dashboard in a very short amount of time.

Dashboard AI with Google Analytics integration is powered by a custom GPT model that was fine tuned using pairs of natural language queries with corresponding GA4 API queries.

When generating mockups or other data products, you can use leading models such as Google Gemini 3.1 Pro, Google Gemini 3 Flash, and Claude Opus 4.6.

Yes. You can generate dashboard mockups, explore templates, and experiment with AI-generated layouts for free inside prototypr.ai.

When you get started, you are given 15 credits to try the platform and create dashboards using AI.

To connect real data sources like Google Analytics and access advanced features such as MCP integrations and AI Chat for deeper analysis, a premium membership is required, with plans ranging from $29–$99 per month.

Yes. Dashboard AI allows you to export dashboards as clean, editable HTML.

This makes it easy to move from a prototype or mockup to implementation, enabling faster collaboration between product, analytics, and engineering teams.