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Feature · Chat2Data

Ask your GEO data anything.
Get a direct answer.

Chat2Data is Prominence AI's conversational agent. Instead of navigating dashboards and building views manually, you ask a question in plain language and the agent responds with the data you need in context, with no friction.

See our PlansWho is this for
Instant retrieval
Natural language
Project integrated

Chat2Data

Ask questions about your LLM analytics data in natural language

What's my Share of Answer for my top brands?

Chat2Data in action, ask in plain language, get a direct answer.

Beyond Retrieval

A strategic framework for
your GEO performance.

Prominence AI is built around structured data, dashboards, monitors, and segment breakdowns. But some questions do not fit into a pre-built view. Chat2Data removes that constraint by providing zero friction between your strategic questions and actionable data.

The same data that powers every chart in the platform is available conversationally. Our agent is trained on dedicated GEO playbooks and best practices, so answers go beyond raw numbers to provide context and grounded recommendations.

Unified Project Data
Grounded Recommendations
GEO Strategy Playbooks
Contextual Trend Analysis

Intelligent Interpretation

Beyond raw metrics. The agent interprets trends in your visibility and performance.

Strategic Playbooks

Trained on discipline-specific context. The answers are grounded in your numbers, not generic advice.

Direct Recommendations

Get grounded starting points for content or PR strategies based on actual domain prominence.

A conversational tool for every team.

Whether you are an executive looking for high-level benchmarks or a technical expert deep-diving into specific segments, Chat2Data adapts to your specific measurement and analysis needs.

"Performance breakdown for 'Electric SUVs' vs 'Luxury Sedans' across all models."

Automotive Segment Comparison

Electric SUVs

28.4% ↑ 3.2%

SoA Leader

Luxury Sedans

12.1% ↓ 1.4%

SoA Rank #4

High model confidence on ChatGPT for SUV queries. Luxury Sedans are under-indexed due to lack of recent technical reviews in grounding source pool.

Coming soon: API access

Chat2Data will soon be available via API, allowing you to integrate the agent directly into your own tools, workflows, and internal platforms.

In Development
SDK Support

Your data is already there.
Now you can just ask it.

Chat2Data is available on all Prominence AI plans. Join the conversational layer for AI search analytics.

Get started freeBook a demo
Feature Support

Frequently Asked Questions

Everything you need to know about Chat2Data and conversational GEO analytics.

General

All the data in your Prominence account: your projects, monitors, competitive pool, segment performance, model breakdowns, grounding sources, and historical trends. If Prominence tracks it, Chat2Data can answer questions about it.
No. That is part of the point. You ask in plain language and the agent finds the relevant data. It is designed to be useful to anyone from a first-time user to someone who lives in the platform every day.

Capabilities

Yes. The agent is trained on a GEO strategic framework and playbooks, so it can offer interpretation and recommendations alongside raw data. Validate them with your team before acting, but they are grounded in your actual performance, not generic templates.
The dashboards give you structured views built around predefined dimensions. Chat2Data lets you ask questions that do not map to a single view: cross-cutting queries, comparisons, trend interpretations, or anything that would otherwise require multiple navigation steps or a manual data pull.

Access & Pricing

Yes. It is a core feature available to all Prominence AI users.
Yes. API access is on the roadmap. It will allow you to integrate Chat2Data into your own tools and workflows. More details coming soon.