See what AI says about your brand. Get your free

Trackdown Report

Best Online Cabinets: AI Visibility Report

Ranked #4 with 6% visibility, trailing Kitchen Cabinet Kings by 2 percentage points. Appears in direct comparison prompts but missing from category explainers on bathroom vanities and RTA construction styles. Strong ChatGPT presence masks Perplexity gap.

AI Visibility

7%

Prompt coverage

6

/

100

Net Sentiment

+65

#1. How often does AI mention me?

This breaks down your brand visibility in AI, showing summary of mentions and citations.

Overall Visibility

Share of tracked prompts where you appear at all

AI Visibility Breakdown by Prompt

Ranked #1 · Mentioned · Not mentioned

Ranked #1 5 10%
Mentioned 5 10%
Not mentioned 45 90%

Your biggest issue is not ranking lower; it's being absent from the majority of conversations happening in your category.

#2. Where do I stand vs competitors?

A head-to-head look at how your brand and competitors appear across AI answers.

#1
Kitchen Cabinet Kings - 8%
#2
CliqStudios - 7%
#3
Cabinets.com - 7%
#4
Best Online Cabinets - 6%
#5
The RTA Store - 4%

Three brands rank above you, but your position can still improve with the right visibility work.

Stay ahead of your competitors

One AI answer can shift the buyer’s choice. Get an alert the moment a competitor overtakes you on a prompt, so you react in days, not after losing a quarter of buyers to them.

#3. Which AI platforms cite me the most?

A platform-by-platform look at how visible your brand is across AI platforms

ChatGPT - 8%
Perplexity -4%

#4. Branded vs category prompt visibility

A look at how your brand performs in branded versus category searches.

Branded Prompts

4 prompts · visibility 50%

Non-branded (category) prompts

46 prompts · visibility 2.2%
Your brand appears in 50% of branded prompts and 2% of category prompts.

The actual questions your customers ask AI

A sample of tracked prompts and whether your brand showed up

Invisible Here
best online cabinets vs other bathroom vanity brands
shaker vs slab cabinets for a minimalist kitchen
semi-custom vs full custom cabinets for kitchens
frameless vs framed rta cabinets for modern kitchens
top brands for bathroom vanities in the united states
Visible Here
where can I buy rta kitchen cabinets online
is it worth buying inset wood cabinets online
Best Online Cabinets vs RTAStore for RTA cabinets
Best Online Cabinets vs Cabinets for semi-custom cabinets

Find the prompts that matter most for your brand

Generate relevant buyer questions across branded, category, comparison, and discovery searches, so you can track the prompts that actually influence visibility.

#5. How AI describes your brand?

See whether AI mentions your brand in a positive, neutral, or negative context.

+65
Mostly positive

This is working in your favor


A sentiment score here means AI is representing your brand well. The impression buyers are getting is a positive one. Now it is about making sure that impression gets stronger and reaches more people.

#6. Visibility gaps behind your AI performance

This shows which content and trust signals may be limiting how often AI cite your brand.

You
Top competitors avg

Where the gaps are

The specific signals limiting your AI visibility
Bathroom Vanity Authority

Absent from vanity category prompts despite offering bathroom vanities; Kohler and James Martin dominate.

RTA Construction Education

Missing from frameless vs framed comparison; CliqStudios and The RTA Store lead technical discussions.

Perplexity Model Coverage

Invisible in Perplexity responses on RTA buying and custom cabinet comparisons versus CliqStudios.

Design Style Guidance

Underrepresented in shaker vs slab and minimalist kitchen style prompts versus Cabinets.com.

Knowing the gap is step one. Closing it is next.

Prioritize the content, source, and page-level actions most likely to improve how AI understands and includes your brand.

#7. Where does AI pull information?

The sources AI relies on most often when answering the buyer questions in this report.

Where AI looks

Top sources cited for your category

Reddit
Cited in 37 Answers
Domain Rating 95
Homedepot
Cited in 21 Answers
Domain Rating 90
Lowes
Cited in 20 Answers
Domain Rating 88
Rtacabinetstore
Cited in 17 Answers
Domain Rating 48
Angi
Cited in 14 Answers
Domain Rating 90

Source types

Of all citations AI uses, who owns the sites it pulls from

Your site 6 0.61%
Competitor sites 35 3.54%
Other 949 95.86%

Only 0.61% of AI citations reference your website as a source. Most citations point toward third-party sources where your brand barely appears. Getting featured there can help you show up in more AI answers.

Be the source AI trusts

Identify the pages, publishers, reviews, and communities most likely to influence how AI answers your target prompts, take inspiration, and grow your AI search visibility.

#8. What should you prioritize next?

A focused action plan based on the biggest opportunities found in your AI visibility report.

Your Roadmap

Ordered by what moves visibility fastest

Expand Bathroom Vanity Content

Create detailed vanity buying guides targeting Kohler, James Martin, and Robern comparisons.

Build RTA Technical Authority

Publish frameless vs framed cabinet construction explainers with specifications and use cases.

Strengthen Perplexity Visibility

Develop structured schema markup for RTA and custom cabinet product pages and comparisons.

Own Design Style Positioning

Create kitchen style guides covering shaker, slab, and minimalist aesthetics with product recommendations.

You're one step away from tracking this everyday.

This is a free one-week AI visibility snapshot for your brand. Inside Track My Visibility, you’ll see these data points update daily, across every engine, with alerts the moment a competitor moves ahead.

How we measured this

Study Parameters:

Total Prompts

100 unique prompts tracked within TMV

AI Engines

ChatGPT, Perplexity

Time Window

Jun 11, 2026 to Jun 18, 2026

Category

RTA kitchen cabinets, custom cabinets, bathroom vanities, cabinet hardware, kitchen sinks, range hoods, kitchen accessories, kitchen design support

Intent Mix

Commercial-heavy with supporting informational, comparison, and trust queries