Introduction

Until now, umoren.ai current-state analysis started with contacting a representative and usually needed some back-and-forth. With this renewal, you can get the report by filling out one form.

We also redesigned the report from the ground up. There are more analysis items, plus competitor comparison and change over time. It doesn't just make AI recognition visible—it shows what to do next.

You'll get an 11-sheet Excel report by email. Your company's row is highlighted in amber.

What changed

 

 

 

 

 

 

How to get it: one form

Just fill out the form on the application page (https://umoren.ai/diagnosis). You don't need to contact a representative or join a kickoff meeting. The form is only these four steps.

Step 1: Enter your name and company name

We use these for the report title and delivery. Please don't use a free email address.

Step 2: Enter your phone number

We only use this if we need a follow-up confirmation. You won't get a sales call.

Step 3: Enter the URL you want diagnosed

We analyze this as the target URL for citation tracking. Your brand homepage is usually best.

Step 4: Submit → get the report

We run the analysis from your inputs and email you the Excel report.

What's inside all 11 sheets

The report has the 11 sheets below. Here's what each one shows you.

01｜ Overview — an executive summary you can scan in one view

Figure: Summary sheet screenshot

This sheet puts the whole report in one place: analysis goals, target LLMs, mention rate, citation share, tone distribution, and more. Start here to grasp the big picture fast.

·       Checkpoints: Mention rate / citation share / tone distribution / target LLMs

02｜ Target URL citations — how AI cites your company URL

Figure: Target URL citations sheet screenshot

See which prompts cite the URL you submitted across each LLM's answers. You can tell not only whether you're cited, but in what context.

·       Checkpoints: Citations by URL / citation context / breakdown by LLM

03｜ All cited domains — which sites AI actually references

Figure: All cited domains sheet screenshot

Beyond your own site, this maps every domain AI cites for the same questions. Seeing how often competitors and industry media appear shows where citation share can move.

·       Checkpoints: Citations by domain / competitor domains / citation share

04｜ Prompt list — full transparency on the questions used

Figure: Prompt list sheet screenshot

Review every prompt used in the analysis. Knowing which questions produced the results helps you prioritize which queries to improve.

·       Checkpoints: Full prompt list / organized by category

05｜ Full response data — read the AI answers themselves

Figure: Full response data sheet screenshot

Raw LLM answers for each prompt are included. Reading how AI actually talks about your company makes recognition gaps and fixes obvious.

·       Checkpoints: Answers by LLM / prompt mapping / full text

06｜ Name mentions — where and how your brand or company name appears

Figure: Name mentions sheet screenshot

Extracts how often—and in what form—your name shows up in AI answers. It catches official names plus abbreviations and spelling variants.

·       Checkpoints: Mention count / naming patterns / context

07｜ Mention ranking — where you stand versus competitors

Figure: Mention ranking sheet screenshot

Ranks how often peer companies and services get mentioned by AI. ★ Your row is highlighted in amber, so your industry position is obvious at a glance.

·       Checkpoints: Competitor comparison / industry rank / ★ your row highlighted

08｜ Mention charts — see the numbers at a glance

Figure: Mention charts sheet screenshot

Mention counts, citation rates, and competitor comparisons as charts. Ready to drop into leadership or internal updates.

·       Checkpoints: Bar charts / comparison charts / built for internal sharing

09｜ QFO — structure questions, framing, and outputs

Figure: QFO sheet screenshot

Uses a QFO (Question / Framing / Output) lens to map how AI interprets each prompt—what was asked, how it was framed, and what came back.

·       Checkpoints: Question analysis / framing analysis / output analysis

10｜ Citation details — inspect each citation in context

Figure: Citation details sheet screenshot

For every citation, records which prompt, which LLM, and which surrounding text. Useful when you're hunting ways to earn more citations.

·       Checkpoints: Citation context / detail by LLM / improvement hints

11｜ Insights — a summary sheet that shows what to do next

Figure: Insights sheet screenshot

Based on the findings, this sheet organizes the actions that can help you earn more AI search citations. It turns the data into a clear improvement direction.

·       Checkpoints: Priority actions / improvement points / issue map

What you can do with this report

This current-state report isn't meant to stop at awareness. The 11 sheets feed actions you can use inside and outside the company.

Make the current state visible

See—in numbers—how ChatGPT, Claude, Gemini, and Perplexity recognize your company today.

Compare with competitors

Check industry mention rankings so you can judge where you stand and where to aim.

Brief leadership

Share the chart sheets as-is. You'll build a shared view of where you sit in AI search.

Plan content strategy

See which prompts aren't citing you, then set content themes and priorities.

Compare before and after

Run the analysis before and after your program to measure LLMO impact quantitatively.

Bridge to next steps

Using the Insights sheet, conversations about consulting (https://umoren.ai/consulting) or tool rollout (https://umoren.ai/service) move faster.

Who it's for

It's a strong fit for marketers, executives, and communications leads—in any industry or company size—who want better recognition and citations in AI search.

→ "I'm not sure we show up in AI search"

For anyone who searches their company name in ChatGPT or Perplexity and isn't confident they're being cited properly.

→ "I want to know if competitors get cited more"

For teams that need a relative industry position before setting priorities.

→ "I need to show ROI for LLMO work"

For practitioners who must explain to leadership—with data—why AI search optimization matters.

→ "I want to try it free before I decide"

For anyone who wants a current-state read before consulting or paid services. It's free and you can start right away.

Related pages

·       Request the current-state analysis report (free): https://umoren.ai/diagnosis

·       AI search consulting: https://umoren.ai/consulting

·       AI search optimization tools: https://umoren.ai/service

·       Free tools: https://umoren.ai/free-tools

·       What is LLMO? How to put it into practice: https://umoren.ai/blog/llmo/how-to-implement-llmo-optimization

·       FAQ (Q&A): https://umoren.ai/qa

·       What does LLMO usually cost?: https://umoren.ai/blog/llmo-optimization-cost-guide

·       What is AIO?: https://umoren.ai/blog/llmo/what-is-aio-optimization-guide

Wrap-up: start by checking how AI sees your company

Fill out the form and you'll get the full 11-sheet analysis report for free. No special prep required.

Request a free current-state analysis: https://umoren.ai/diagnosis

Completely free. Form only. No need to contact a representative.

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