From free reports to full AI market intelligence

Start with free reports that show how AI is surfacing your company and your competitors in high-intent buying moments. Then unlock the full intelligence layer with expanded dashboard access, CiteIntel, and analyst support.

Intelligence System

A report-led approach to AI market intelligence

The reports are the starting point. They provide a clear view of how AI is shaping consideration, comparison, and buyer choice around your company.

From there, the platform expands the intelligence. Dashboard access makes the data easier to monitor and explore. CiteIntel allows teams to interact with the available report data conversationally. Analyst support helps translate the findings into practical action.

The result is a more useful system: one that begins with clear reports, then gives teams a way to explore, interpret, and apply the intelligence more effectively.

Free Layer

Start with the free report layer

The first step is designed to be simple and low-friction. You begin with a free AI Market Intelligence Report, then have the option to request a free Competitor Report for a deeper competitive view.

Free AI Market Intelligence Report

A free 1-page report showing how AI is surfacing your company in high-intent buying moments.

What it includes

  • executive summary
  • key performance metrics
  • priority findings
  • perspective on why your current standing may look the way it does
  • high-level economic stakes

What it helps answer

  • How is AI currently surfacing our company?
  • Are we showing up in the prompts that matter most?
  • What are the most important early signals?

Free Competitor Report

A free 2-page follow-up report for teams that want a deeper competitive view.

What it includes

  • competitive landscape summary
  • competitor threat ranking
  • key battleground clusters
  • perspective on why competitors may be stronger
  • recoverable opportunities
  • economic implications

What it helps answer

  • Which competitors appear strongest around us?
  • Where are they outperforming us?
  • Where may there still be room to improve?

Included free platform access

The free layer also includes limited platform access tied to the data contained in the free reports.

  • dashboard access limited to the data reflected in the free AI Market Intelligence Report and free Competitor Report
  • CiteIntel access limited to the data available in those reports

Full Layer

Expand into the full intelligence layer

For teams that want a broader and more actionable view, the full engagement expands both the report depth and the platform access. This layer is designed for companies that want more than an initial snapshot.

Full report

A deeper strategic report that can extend into:

  • competitive analysis
  • gap analysis
  • broader market context
  • expanded platform and prompt coverage
  • strategic interpretation and prioritization

Expanded dashboard access

Full access to the dashboard across the available intelligence environment, including prompts, platforms, competitors, narrative, brand assessment, and opportunity areas.

Full CiteIntel access

Conversational access to the available purchased report and dashboard data, making it easier to explore patterns, questions, gaps, and opportunities interactively.

Analyst support

Every full engagement includes direct analyst time to help interpret the findings and turn them into practical action.

Dashboard

Dashboard access built around the reports

The dashboard is designed to make the intelligence more usable across marketing, strategy, and leadership teams. It gives companies a working interface for reviewing current performance, exploring prompt-level visibility, comparing competitors, and identifying areas of opportunity.

The free version includes only the data reflected in the free reports. The paid version expands the dashboard to the full available data set.

Overview

A summary view of current standing and key findings.

Prompts

High-intent prompts, along with rankings and mentions.

AI Platforms

Visibility and rankings across individual AI environments, including ChatGPT, Claude, Gemini, Perplexity, Google AI, and Copilot.

Competitors

Competitor intelligence showing how other brands perform across prompts and platforms.

Narrative

Brand perception and narrative scoring within the category.

Brand Assessment

Recommendation patterns, suggestions, and gap analysis.

Content Opportunities

Practical guidance for internal teams on where to build stronger authority and what kinds of content or platforms may matter most.

Reports

Access to available reports.

Settings

Weekly and monthly analytics notifications.

Free dashboard access is limited to the data available in the free reports. Full engagements unlock the expanded dashboard.

CiteIntel

Explore the intelligence with CiteIntel

CiteIntel is the conversational layer inside the platform. It allows teams to ask questions, review patterns, explore gaps, and interact with the available report data more flexibly.

Instead of treating the reports as static outputs, CiteIntel gives teams a way to work with the intelligence directly — whether that means understanding competitive position, reviewing prompt performance, thinking through opportunity areas, or exploring how AI is shaping buyer choice around the category.

Free users

Can interact with the data available in the free reports

Full customers

Can interact with the broader purchased report and dashboard data

This makes the intelligence more useful for internal teams who want to ask better questions, test ideas, and apply the findings more actively.

Analyst Support

Every full report includes analyst support

Each full engagement includes 120 minutes of analyst hours, giving your team direct access to a subject matter expert who can explain the findings, interpret the data, and help connect the intelligence to practical marketing decisions.

The value is not just in having the data. It is in understanding what it means, where the real opportunities are, and how to act on it in a way that fits the business.

Analyst support can help with

  • interpreting report findings
  • understanding competitive gaps
  • identifying opportunity areas and defensible moats
  • supporting campaign and content planning based on the intelligence
  • helping teams prioritize where to close visibility gaps
  • aligning the intelligence with internal marketing strategy

For many teams, this is where the intelligence becomes most useful: when the analysis is translated into a clearer strategic path forward.

Comparison

A more useful alternative to a typical AI Visibility Report

Many AI Visibility Reports stop at broad visibility metrics and static reporting. They can show where a brand appeared, but often provide less clarity on where buyer choice is actually being shaped and less support in turning that intelligence into action.

LLM Authority Index is built differently. The reports are structured around high-intent buying moments, the platform gives teams a more practical way to explore the intelligence, and analyst support helps connect the findings to strategy.

Typical AI Visibility Report

  • broad visibility across mixed prompt types
  • blended metrics that may overstate commercial value
  • limited context on recommendation dynamics
  • static reporting with little flexibility after delivery
  • limited support in applying the findings

LLM Authority Index

  • report-led intelligence built around high-intent prompt environments
  • a progression from diagnostic to competitive to full strategic analysis
  • dashboard access tied to the depth of the engagement
  • conversational data exploration through CiteIntel
  • analyst support to help interpret and activate the findings

Process

How the process works

1

Start with the free AI Market Intelligence Report

Get a 1-page view of how AI is surfacing your company in high-intent buying moments.

2

Request the free Competitor Report

Add the competitive layer to see which brands are strongest around you and where key battlegrounds are forming.

3

Expand into the full intelligence layer

Unlock the broader report, expanded dashboard, full CiteIntel access, and analyst support if you want a deeper strategic view.

Get Started

Start with the free report layer

Begin with a free AI Market Intelligence Report to understand how AI is shaping buyer choice around your company. Then decide whether you want the deeper competitive view, expanded dashboard access, and analyst support.