Visit CXWorks
QueryPrisma CXWorks productFree trial

Find the questions your site doesn’t answer yet.

AI search breaks a topic into follow-up questions. Give QueryPrism a topic and a page, and it shows which questions the page answers — and which deserve a page of their own. SEO, AEO and GEO in one workflow.

SEEDbathroom and kitchen showroom
FANS OUT ACROSS 6 INTENTS
Definewhat is a bathroom and kitchen showroom
Segmentbathroom and kitchen showroom near me
Evaluatebest bathroom and kitchen showrooms to visit
Compareshowroom vs online retailer
How Tohow to plan a remodel using a showroom
Adjacentdesign consultation at a showroom
12sub-queries
3 of 12fully answered by your page
5deserve their own page
How it works

One connected workflow, from seed query to published content.

Inside the product

Click through the real workflow.

An example workspace for Coburn’s showrooms. Open a sub-query to see why it’s there, tick rows to create briefs, switch to the funnel board, and edit a brief.

Search runs, briefs, pages
bathroom and kitchen showroom● Real search dataChecked showroom.coburns.com/locationsv2 · today
Your page fully answers1 of 7
Deserve a page of their own4 of 7QDP score ≥ 70
Citation readiness1 of 4Direct answer near a heading
Your seed querybathroom and kitchen showroom — read as: find and visit a local kitchen & bath showroom
Sub-query · segment · buildCoverageQDP score
what is a bathroom and kitchen showroomDefineSection on this pagePartial66−
Why thisUser wants to understand what these showrooms offer.Informational · TOFU · Awareness
On your pageCalls itself a showroom but never defines one.“Welcome to the Coburn’s Kitchen & Bath Showroom inspirational website.”
Real search termkitchen and bath showroom · 2.4K/mo · KD 11BuildInformational article
bathroom and kitchen showroom near meSegmentOn your pageCovered30+
best bathroom and kitchen showrooms to visitEvaluateOwn page · Buying guideMissing100+
bathroom and kitchen showroom vs online retailerCompareOwn page · Comparison articleMissing88+
how to plan a kitchen or bathroom remodel using a showroomHow-toOwn page · How-to guidePartial74+
bathroom and kitchen showroom prices and product rangesEvaluateOwn page · Buying guideMissing86+
kitchen and bathroom design consultation at showroomAdjacentSection on this pagePartial62+
Click a row to see why it’s there · ticked rows go into “Create briefs”
Example data. Your trial runs on your real domain.
01 / Intent & query fan-out

One seed query. Six intent dimensions.

QueryPrism analyses the intent behind a seed query and fans it out into Define, Segment, Evaluate, Compare, How To and Adjacent sub-queries — using generic logic or real search data.

SEED QUERY
SEED QUERYINTENTSUB-QUERIESCOVERAGE
bathroom and kitchen showroom
Define2.2k
Segment8.5k
Evaluate3.1k
Compare710
How To2.2k
Adjacent740
what is a bathroom and kitchen showroom1.3k/mo
Partial
what to expect at a kitchen and bath showroom880/mo
Missing
bathroom and kitchen showroom near me6.6k/mo
Covered
kitchen and bath showroom hours1.9k/mo
Covered
best bathroom and kitchen showrooms to visit2.4k/mo
Partial
showroom prices and product ranges720/mo
Missing
showroom vs online retailer390/mo
Missing
showroom vs big box store320/mo
Missing
how to plan a remodel using a showroom590/mo
Partial
schedule a kitchen and bath design appointment1.6k/mo
Covered
design consultation at a showroom480/mo
Partial
kitchen and bathroom showroom financing260/mo
Missing
12 sub-queries · 17.4k/mo● 3 covered● 4 partial● 5 missing
02 / Coverage analysis

How well does your page answer each query?

Example: an existing page scored against the bathroom and kitchen showroom query set. Every sub-query is scored covered, partial or missing — with the quote that proves it, its search demand, and whether it deserves its own page.

PAGEshowroom.coburns.com/locations
✓Analysis complete
01Page content✓
02Query set✓
03Coverage analysis✓
04Gaps & demand✓
showroom.coburns.com/locations
42%coverage
● 3 covered● 4 partial● 5 missing7.3k/mo demand in gaps6 deserve a page of their own3 citation-ready answers
TOP GAPS BY DEMAND
what to expect at a kitchen and bath showroomMissing · 880/moAdd a clear definition block near the top
showroom prices and product rangesMissing · 720/moAdd selection criteria and a recommendation table
showroom vs online retailerMissing · 390/moAdd a side-by-side comparison
showroom vs big box storeMissing · 320/moAdd a side-by-side comparison
what is a bathroom and kitchen showroomDefine · Own page“Welcome to the Coburn’s Kitchen & Bath Showroom inspirational website.”1.3k/moPartial
what to expect at a kitchen and bath showroomDefine · Own page880/moMissing
bathroom and kitchen showroom near meSegment · On your page“Find your nearest of 22 Coburn’s Kitchen & Bath Showrooms across Texas, Louisiana, Mississippi, and Alabama.”6.6k/moCovered
kitchen and bath showroom hoursSegment · On your page“Open Monday through Friday during business hours.”1.9k/moCovered
best bathroom and kitchen showrooms to visitEvaluate · Own page2.4k/moPartial
showroom prices and product rangesEvaluate · Own page720/moMissing
showroom vs online retailerCompare · Own page390/moMissing
showroom vs big box storeCompare · Own page320/moMissing
how to plan a remodel using a showroomHow To · Section on this page590/moPartial
schedule a kitchen and bath design appointmentHow To · On your page“After browsing, schedule an appointment with an experienced Showroom Consultant to make your dream a reality.”1.6k/moCovered
design consultation at a showroomAdjacent · Section on this page480/moPartial
kitchen and bathroom showroom financingAdjacent · Section on this page260/moMissing
03 / SERP → brief → content

From gaps to a brief to a draft.

QueryPrism analyses the SERPs for your gaps, converts the findings into a structured content brief, then the content writing agent drafts against real search requirements.

VOLUME/MO17.4k/mo
DIFFICULTY34
GOOGLE FEATURESLocal pack · AI Overview · PAA
PAGE TYPE TO BUILDLanding page · chosen from what ranks
CURRENTLY RANKING · bathroom and kitchen showroomSEO DATA VIA AHREFS
1Bathroom and kitchen showroom: the complete buyer’s guideindependentreview.comBuyer’s guide3,200
2Shop bathroom and kitchen showroom — compare top picksbigretailer.comCategory page900
3Bathroom and kitchen showroom explained: what to know firstbrandsite.comBlog post1,800
4Which bathroom and kitchen showroom should I get?reddit.comForum thread2,400
5Bathroom and kitchen showroom: hands-on test and how-toyoutube.comVideo—
3 of 5 results compare options side by side
How To answers favour video and steps
~2,100 words average across ranking guides
AI Overview present for Define and Evaluate
04 / Query cluster map

See the whole topic landscape.

Your fan-out plus suggested queries that complete every cluster for bathroom and kitchen showroom — sized by demand, coloured by coverage, linked by relationship. Hover a cluster to explore it.

bathroom and kitchen showroom
TOPIC LANDSCAPE6 clusters · 12 queriesCircle size shows search demand. The percentage is coverage. Dashed lines connect related clusters.
● Covered● Partial● Uncovered
05 / Authority recoveryComing soon

Recover pages that are slipping.

QueryPrism watches your pages for lost rankings and AI citations, shows the new questions they no longer answer, and turns the fixes into a refresh brief.

01Diagnosis — what changed since the last check
02New questions the page doesn’t answer
03Fix list → refresh brief
PAGE · SIGNALFIX
/showrooms/houstonPosition 4 → 12 · dropped from the AI OverviewAnswer “what to expect at a showroom visit”
/bathroom-vanitiesLost 3 AI citations in 60 daysAdd vanity size and height answers near headings
/kitchen-cabinetsClicks −31% in 90 daysAdd a cabinet styles comparison section
/style-finder-quizNew questions it doesn’t answerAdd a short FAQ for quiz results
Sample signals. Connect Search Console to use your real data.
QueryPrismFree trial

Run your first fan-out today.

Three fields, then you're straight into the product. About a minute for your first run.

✓Fan-out, coverage check and SERP analyser
✓Content briefs and content that gets cited
✓Query cluster map · Authority recovery coming soon
No card required.
The CXWorks products

Two products. Pick your next step.

NUARK

A chat-based AI agent for ecommerce teams. Ask, analyse and act in one conversation.

40+ skills34 agents6 skill areasLive in production
JOURNEYExplore NUARK → See the skill areas & demo → Join the waitlist
QueryPrismYou’re here

SEO, AEO and GEO content intelligence. Find what your content misses and create content that gets cited.

Fan-outCoverage checkSERP analyserBriefsCluster map
JOURNEYExplore QueryPrism → Click through the product → Sign up → Free trial