Claude- ChatGPT
Gemini
Perplexity
Google AI Overview- Mistral
- ChatGPT
- Gemini
- Perplexity
- Claude
- Grok
- Llama
- Mistral
- Qwen
- Kimi
- GLM
See what AI tells your customers.
XORV reads the answers AI gives your buyers — who it recommends, whether you’re there, and what to fix first.
See the full pictureOverview
- Visibility45%+11 pp20 of 44 answers name you
- Share of voice28%+4 ppamong 4 tracked brands
- Typical position#2+1median of 14 ranked answers
Visibility, last 8 runs
- Notion
- ClickUp
- Airtable
- Trello
The product( 8 )
Be named. Be cited. Be chosen.
AI visibility
Know how often AI names you
Visibility45%+11 pp20 of 44 answers name you- Notion
- ClickUp
- Airtable
- Trello
Competitors
See who AI recommends instead of you
Share of voice · among 4 tracked brands
- 1ClickUp29%−3 pp
- 2Notion28%+4 pp
- 3Airtable24%±0 pp
- 4Trello19%−1 pp
Buyer questions
Every question, every engine, one map
ChatGPT GeminiPerplexityGoogle AI OverviewIs Notion good for project management? 1 1 1 1 Notion vs ClickUp for a startup 2 2 1 2 Notion reviews from teams over 50 people 1 1 Best project management tool for remote teams 4 3 Cheapest project tool for a 10-person agency Trello vs Notion for team boards 2 2 5/12 4/12 9/12 2/8 Sources
Find the sites AI trusts in your market
Sources cited
- g2.com10 answers
- reddit.com8 answers
- notion.comYour site6 answers
- youtube.com5 answers
- trustpilot.com3 answers
Answer evidence
Open any number down to the answer
Notion vs ClickUp for a startup
1- 1Notion Docs, wikis and tasks in one workspace
- 2ClickUp Deeper task automation for growing teams
- 3Airtable Flexible databases for product roadmaps
Sources cited
- g2.com
- reddit.com
- notion.com
Actions
Know what to fix first
What to do nextWaiting on your decisionGet Notion onto G2's project-management grid
G2 is cited in 23% of answers. On comparison questions, 4 of 7 answers that cite it leave Notion out.
- Proposed
- Approved
- Applied
- Verified
XORV proposes, you approve. A change counts as an improvement only when a later reading shows it.
Review changesApproveXORV Build
The fix, written for you
- A page that answers «best project management tool for remote teams»
- Improve /pricing so AI engines cite it
- Rework notion.so for AI answers
A comparison page: Notion and ClickUp
Ask XORV
Ask your data anything
Why does ClickUp lead?
ClickUp is named in 21 of 44 answers this run, Notion in 20. The gap is on comparison questions, where G2 is cited and Notion is often left out.
20 of 44 answers name you- Which sources leave us out?
- What do we fix first?
After the measurement, the fix.
XORV Build is in beta. It turns what your readings found into a page drafted from your evidence, opens it as a pull request on your GitHub repository when you approve, and publishes it only when you approve again.
Start with a free readingAnswer «best beans for espresso at home» on dunelight.coffee, from the readings
Waiting for you · 8 steps
Preparing the draft viewThe draft is ready to review
What the agent found
Named on 0 of 4 engines for this question
Buyer questionsThe answers cite brew guides that give a recipe and a roast. No page on dunelight.coffee does.
CompetitorsOne answer page: the recipe, three beans and the questions buyers ask
PagesPlan v1You approved it
One new answer page
Add to the request…
Roasted every Tuesday in Jeddah · Free delivery over 150 SAR
The best beans for espresso at home
The short answerA medium roast, rested 7 to 21 days, pulled 18 g in and 36 g out in about 28 seconds.
Shop espresso beansTake the bean quiz
Roasted Tuesday · Jeddah
House Espresso79 SAR+AddedThree beans we pull at home
Rested, weighed and shipped every Tuesday.
Best for espressoBrazil · Ethiopia
House Espresso
Cocoa · Dates · Caramel
79 SARAdd to bag
Single origin
Ethiopia Guji
Jasmine · Peach · Honey
96 SARAdd to bag
Single origin
Colombia Huila
Red apple · Panela
88 SARAdd to bag
Pull it the way we do
1Grind fine
18 g, a little finer than table salt, right before you brew.
2Tamp level
Even pressure and a flat bed, so the water runs through evenly.
3Pull 36 g
About 28 seconds. Taste it, then adjust the grind, not the dose.
Picked ripe in Guji. Roasted in Jeddah.
We buy from three farms we visit every harvest and roast in small batches each week, so every bag reaches you rested and at its best.
Meet the farmersQuestions buyers ask
Do I need a grinder for espresso?
It helps more than the machine does. Espresso needs a fine, even grind; if you don’t have a burr grinder yet, choose «espresso grind» and we grind your bag on roast day.
Light or dark roast for a home machine?
How should I store the beans?
Never run out of good coffee
A fresh bag every two weeks, roasted to order. Skip or pause anytime.
Start a subscriptionSpecialty coffee, roasted every week in Jeddah.
Brew notes, once a month
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© 2026 Dunelight Coffee Roasters
Ready to publish
DeclineApproveFrom the founder
Why we built XORV.
Brands are now chosen inside AI answers they never see. I built XORV so every business can see that answer, understand why it reads that way, and fix it — and nothing changes on its site until it says yes.
Mostafa NoahFounder, XORVmostafanoahmostafanoah.devFour promises
Methodology- 01Every number tells you what it counts.
- 02Nothing goes live on your site without your approval, and publishing asks you a second time.
- 03What we couldn’t measure is never shown as zero.
- 04Your buyers measured in their own language: ten languages, with Arabic as a first language.
Built for you( 5 )
Whoever you sell to. Wherever they ask.
- Brands
Be the brand AI recommends
See the buyer questions where AI names a competitor instead of you, the sources it cites, and the fixes for your own site, ranked by the evidence.
Check my brand free - Agencies
Every client’s brands, in one workspace
Every client’s brands in one agency workspace — each measured on its own buyer questions, markets and competitors, from one shared pool of questions.
Start free - E-commerce
Get your products into AI’s shopping answers
Find the buying questions where AI recommends other shops, see what it reads on their product pages, and get the changes that make yours easier to recommend.
Check my store free - SaaS
Make AI’s shortlist
Know when AI compares the tools in your category without you, which pages it leans on, and which gap to close first: a comparison page or a docs fix.
Check my product free - Multi-market brands
Be named in every market you sell in
Ask the same buyer question market by market, in the languages you sell in, and see where AI names you in one market and leaves you out of another.
Check my brand free
hubspot.com
webflow.com
vercel.com
wix.com
squarespace.com
Gemini
Your product
Perplexity
ChatGPT
Questions & plans( 16 )
Everything you’d ask before you start.
Short, straight answers to what buyers ask us most — and what your free first reading includes.
Your free first reading
- Your website, read and understood
- 10 buyer questions in your market
- Answers from ChatGPT, with the sources they cite
- Who AI names instead of you — and why
- What to fix first
Nothing runs until you approve it.
Getting started
Do I need to understand AI search to start?
No. You enter your website. XORV reads it, shows you what it understood and suggests the buyer questions to measure. You confirm, and the reading starts.
What do I get in my first reading?
Where AI assistants name your brand on real buyer questions, who they name instead, which sources their answers lean on — and what to fix first.
Does it work for my market and language?
Yes. You choose the market and the language your questions are measured in. XORV works in ten languages, with Arabic as a first language, not a translation.
Multi-market brandsWho is XORV for?
Brands that want to be recommended by AI, and the agencies and teams who grow them — from one website to many.
All solutionsResults
If my brand ranks on Google, does it show up in AI answers?
Not necessarily. AI assistants build their answers their own way, from their own sources. Only measuring the answers tells you where you really stand.
Does XORV know everything people ask AI?
No one does. XORV measures the questions in your project, the same way every time — so what you see is precise, comparable and yours.
MethodologyCan I compare myself with competitors?
Yes. Competitors are measured on the same questions, engines and market as you, so the comparison is fair.
CompetitorsCan I trust the numbers?
Every number shows what it counts: the questions, engines, market and date behind it. Anything not measured says so — it is never shown as a zero.
MethodologyThe agent
Does XORV fix my website automatically?
No. XORV Build, in beta, applies nothing without your approval: you see exactly what changes before you say yes, and publishing asks you again.
XORV BuildWhich websites can the agent work on?
Sites kept in a GitHub repository today: XORV Build opens a pull request on the repositories you choose. WordPress is in testing. For other sites, XORV gives you the exact steps.
IntegrationsCan a change be undone?
Yes. On GitHub a change can be cancelled before it is published, and restored after if nobody has changed it since. On WordPress, in testing, a change can be rolled back.
How do I know a fix worked?
XORV measures your questions again after a change. Applied, verified and improved are three different things — you see which one happened.
Plans
What decides the plan I need?
Three things: how many buyer questions you track, how many AI engines measure them, and how often they are measured again.
Is one reading enough?
It is the starting point. Repeated, comparable readings show what changed and why — that is what the plans are for.
Can an agency manage several brands?
Yes. The Agency plan holds several brands in one agency workspace, each brand as its own project.
Agencies
Find out if AI recommends you.
Start with your website. Check what XORV understood, then get a first reading with clear context — instead of a guess.