When people ask AI, be in the answer
See where your brand is missing or wrong in AI answers — understand why — leave with written changes your team can ship. Clear for people, recommendable to machines.
Trusted by teams shipping clearer brands
The elephant in the room
AI is answering your category questions — often without your brand
“Best tools for…”, “alternatives to…”, “X vs Y”. Those answers shape shortlists before anyone visits your site. If you are missing, wrong, or vague there — you lose quietly.
More tracking does not fix Monday. Scores and prompt lists feel busy; they rarely tell you what to change. You need the few questions that matter — and a fix.
How it works
From AI signal to a change your team can ship
01 · Monitor
See where you lose
Watch the buyer questions that matter — and where competitors show up instead of you.
02 · Diagnose
Understand why
Get a clear diagnosis: what is missing or confusing across your site and story.
03 · Improve
Leave with the fix
Walk away with written changes and a brief your content or marketing team can use this week.
1.0 Monitor
See the AI answers you lose
Watch the buyer questions that shape shortlists — citations, competitors, and the few prompts that matter. Signal you can act on, not a prompt zoo.
AI answer · citations
PROMPT
Best tools for product marketing ops in B2B SaaS?
Teams shortlist Contoso, Northwind, and Fabrikam.
Your brand is not mentioned — competitors own the shortlist.
1.1
Overview
Recommendations, stats, and sources in one place — what moved and what needs attention.
1.2
Citations
Auto-scanning across models, plus the option to add the specific questions your buyers ask.
1.3
Competitor analysis
See who shows up instead of you — and on which consideration questions.
1.4
Prompt Factory
A coach that helps you find the right questions — not five hundred random prompts.
2.0 Diagnose
Know why — for people and machines
Two pillars: page audits that make the story clear for humans and recommendable to AI, plus technical checks that AI can actually reach your site.
Page audit · people & AI
WHY YOU LOSE
Category page does not state who you are for
- Vague vs Contoso on “ops for PMM”
- No recommendable answer block
- Proof points below the fold
RECOMMENDATION
Rewrite hero + add a clear answer block for PMM ops.
2.1
Page audits
Clarity for people and AI recommendations — what is missing, vague, or hard to recommend on a live page.
2.2
Technical audits
Whether AI systems can access, crawl, and read your site — bots, rendering, and readiness.
3.0 Improve
Leave knowing exactly what to fix
The differentiator: concrete Change Records and a marketer-usable brief — written changes your team can ship this week.
Change Record · CR-1842
WHAT TO FIX
Clarify PMM ops positioning on /product
BEFORE
“A modern platform for growing teams.”
AFTER
“Product marketing ops for B2B SaaS — launch plans, messaging, and proof in one place.”
3.1
Change Records
Durable fixes tied to the diagnosis — not a score, not a slide deck for the drawer.
3.2
Shippable brief
Markdown / agent-ready export your content or PMM team can use without a workshop.
4.0 Experiments
Prove it with honest experiments
Optional Validate: multi-armed bandit testing for continuous on-site optimization after you ship — accurate allocation, not guesswork.
TRAFFIC · EXPLORE → EXPLOIT
MAB · LIVE
Hero rewrite experiment
t1/4
- Variant AExploring25%
- Variant BExploring25%
- Variant CExploring25%
- ControlExploring25%
Weak arms lose traffic and stop. The winner keeps learning — continuous allocation, not a frozen 50/50 split.
4.1
MAB experiments
Live traffic tests that allocate toward winners continuously — built for real optimization, not vanity A/B theater.
4.2
Continuous optimization
Keep tuning after the Change Record ships — when you want proof on-site, not only in AI answers.
What you leave with
Useful work for this week — not a report for the drawer
Where you lose important AI answers
The consideration questions that matter for your buyers — and where competitors show up instead.
A clear why
Diagnosis grounded in your live pages and story — so the team knows what to change, not just that a score moved.
Written fixes your team can ship
Concrete changes and a brief content or product marketing can use without a workshop.
Honest proof after you ship
Re-check AI answers as a distribution — with uncertainty — not a fake “Visibility: 64”.
Who it’s for
B2B SaaS teams who own the story on the site
Content leads
Ship clearer pages and answers when AI omits or misstates the brand — without waiting on another dashboard.
Product marketing
Own category and consideration narratives where buyers ask AI before they ask sales.
SEO & AI-visibility leads
Move from prompt lists to the few questions that matter — then a fix cycle you can run.
Why UX Report instead of the status quo
Prompt trackers and GEO tricks get busy. We get you to the change
Swipe sideways to see the full comparison
| Dimension | Prompt dashboards | GEO theater | UX Report |
|---|---|---|---|
| What you optimize for | Prompt volume | Tricks & spam signals | The right change |
| What “done” looks like | More charts | More FAQ noise | Written fixes to ship |
| Proof | Vanity visibility score | Hope + schema cosplay | Honest re-check after ship |
| Who it’s built for | SEO tool collectors | Shortcut seekers | Content / PMM / SEO leads |
What to expect
Straight answers before you start
Is this another AI visibility score?
No. We treat AI presence as a distribution with honest uncertainty — and push you toward a concrete change, not a single vanity number.
Do I need to install something first?
No. Start free with your site URL. Optional on-site experiments come later if you want to validate impact.
What do I actually leave with?
Where you lose important AI answers, why that happens, and written changes plus a brief your team can use this week.
How much of my week does this take?
The goal is a useful next step — not a 500-prompt zoo. Start with the questions that matter for revenue, then ship.
FAQ
Is it free to start?
Yes. Enter your site and start free — no credit card required to begin.
What is UX Report, in one sentence?
We help B2B brands become clear for people and recommendable to machines — then change what matters and prove it worked.
How is this different from Semrush-style AI tracking?
We do not win on prompt volume or dashboard filters. We sell diagnose and improve: see where you lose, why, and what to change next.
Is this GEO / FAQ spam tooling?
No. We explicitly avoid GEO theater — schema-only tricks, content farms, and llms.txt cosplay are not the product.
Who is this for?
Content, product marketing, and SEO / AI-visibility leads at B2B SaaS companies (~20–200) where the marketing site matters for acquisition.
Will this rewrite my whole site?
No. You leave with prioritized, shippable changes for the questions and pages that matter most.
How do I get help?
Email hello@ux.report — happy to talk through your questions or a working session.
Pick the questions that matter. Leave with the fix
Start free with your site. See where AI loses you — and walk away with something your team can ship this week.