Most AI Visibility Reports tell you where your brand appeared. Our free AI Market Intelligence Report shows where AI is actually influencing consideration, comparison, and buyer choice.
Get a free 1-page snapshot of how your company is showing up across high-intent AI buying prompts. Then, if you want the competitive layer, request a free 2-page report showing which brands are winning the share around you.
How It Works
Start with a free AI Market Intelligence Report to see how your company is showing up in high-intent AI buying prompts. If you want a deeper view, you can then request a free competitor report that shows which brands are winning the share around you.
Enter your information and receive a 1-page snapshot of how AI is positioning your company in the prompts that matter most for evaluation and selection.
If you want to go deeper, request a 2-page competitor report showing which brands are outperforming you, where they are strongest, and where opportunity may be recoverable.
If the reports are useful, we can walk through the findings with you and discuss the full Authority Index analysis for your market.
Enter your information to receive a free 1-page snapshot of how AI is positioning your company in high-intent buying prompts.
Why This Matters
More buyers are using AI tools to research categories, compare providers, evaluate tradeoffs, and narrow choices before they ever visit a company website.
That changes the way demand is shaped. It is no longer enough to know whether your brand appears somewhere in an AI response. What matters is whether AI is surfacing your company in the moments that influence real consideration and selection.
In many categories, AI is already acting like an early recommendation layer. It can shape which brands make the shortlist, which companies feel credible, and which options get compared first.
That is why this matters: if AI is influencing buyer choice in your market, you need to know whether your company is being surfaced as a leading option, a secondary option, or not being meaningfully considered at all.
How We're Different
Many AI Visibility Reports promise a simple view of how visible a brand is across AI platforms. The challenge is that visibility, on its own, is not always the most useful lens.
In many cases, these reports combine a wide range of prompts into a single picture, even though those prompts can differ significantly in commercial value. A broad informational mention is not equivalent to being surfaced in a high-intent prompt where a buyer is actively comparing providers, evaluating alternatives, or deciding what to choose.
This creates a familiar problem. In SEO, a company can appear strong by ranking across a large number of low-value queries while still missing the searches that actually influence pipeline and revenue. AI Visibility Reports can create a similar distortion. A brand may appear broadly visible while still being weak in the prompts that matter most for real buyer consideration.
They also tend to focus on presence more than positioning. A mention in an AI response is not the same as being recommended as a credible option. What matters is not simply whether your company appears, but how AI is framing your company in the moments closest to evaluation and selection.
LLM Authority Index is built to answer that more useful question. Our AI Market Intelligence Report focuses on high-intent prompt clusters so you can understand where AI is shaping buyer choice in commercially meaningful moments.
What You Get
We begin with a free AI Market Intelligence Report that gives you a concise view of how your company is being surfaced in high-intent AI buying moments.
If you want a deeper competitive view, you can then request a free Competitor Report that shows which brands are outperforming you and where the most important battlegrounds appear to be.
Free
What it includes
What it helps you understand
Free
What it includes
What it helps you understand
For companies that want a broader strategic view, the full LLM Authority Index analysis goes further with deeper market context, expanded competitive analysis, and more advanced economic interpretation.
What The Reports Show
The reports are designed to show more than whether your company appears in AI-generated answers. They are built to help you understand how AI is shaping consideration, comparison, and emerging buyer preference in your market.
The free AI Market Intelligence Report provides an initial view of how your company is being surfaced in high-intent buying moments. The free Competitor Report adds the competitive layer, showing where other brands appear stronger and where the most important areas of pressure are beginning to form.
Together, they offer a more useful picture of AI-driven discovery: not just where your brand is present, but where AI may be influencing which companies are being shortlisted, compared, and trusted first.
Who It's For
LLM Authority Index is most useful for companies operating in categories where buyers are likely to use AI to research options, compare providers, evaluate tradeoffs, and narrow decisions before converting.
For these teams, the question is no longer simply whether a brand is visible. It is whether AI is shaping consideration in ways that affect shortlist formation, competitive standing, and buyer preference.
For teams that want to understand how AI is influencing category discovery, buyer consideration, and competitive pressure before demand reaches the website.
For leaders who need a clearer read on how AI is beginning to shape market perception, comparison behavior, and emerging buyer preference within the category.
For companies that want an early view of whether AI is positioning them as a leading option, a secondary option, or not meaningfully surfacing them in key buying moments.
For firms helping clients respond to changes in search, discovery, and buyer behavior as AI becomes part of the decision path.
This is particularly relevant in categories where trust, comparison, education, and provider selection play a meaningful role in demand generation.
Report Previews
The reports are designed to be concise, clear, and immediately useful to commercial and leadership teams.
The free AI Market Intelligence Report provides a focused view of how AI is surfacing your company in high-intent buying moments. The free Competitor Report adds the competitive layer, showing where other brands appear stronger and where the most important areas of pressure are emerging.
AI Market Intelligence Report
Executive Summary • Key Metrics • Priority Findings
A 1-page snapshot of how your company is currently being surfaced in high-intent AI buying prompts, including key metrics, priority findings, and a high-level view of what your current standing may mean.
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Competitive Landscape
Page 2
Opportunity Areas
2 Pages • Threat Ranking • Opportunity Areas
A 2-page competitive view showing which brands appear strongest around your company, where the key battlegrounds are, and where opportunity may still be recoverable.
For teams that want a broader strategic view, the full LLM Authority Index analysis extends this work with wider market context, deeper competitive interpretation, and more advanced economic insight.
FAQ
Get a free AI Market Intelligence Report to see how your company is being surfaced in high-intent AI buying moments.
If you want a deeper competitive view after that, you can request a free Competitor Report showing which brands appear strongest around you and where the most important areas of pressure may be emerging.