What does "AI visibility" mean for my business?

When someone asks ChatGPT, Claude, or Gemini "what is the best..." or "where can I find...", AI gives specific recommendations. AI visibility is a measure of how often — and how positively — these AI platforms mention your business. It's the new version of being on the first page of Google, except now there are no pages — just one answer.

Which AI platforms do you monitor?

Pendium monitors ChatGPT, Claude, Gemini, Grok, Perplexity, DeepSeek, and Google AI Overviews — seven major AI platforms that consumers use to research local services. We run real queries that your customers actually ask and analyze the responses for mentions of your business, competitors, and industry topics.

How does Pendium improve my visibility?

Three ways. First, we identify the exact queries and topics where you're invisible. Second, we generate AI-optimized content — articles, guides, social posts — designed to help AI agents understand your business and recommend your services to the right people. Third, we continuously monitor to track improvement and find new opportunities. Most clients see measurable improvement within 60 days.

How long until I see results?

You'll get your first visibility report within minutes of signing up. Actual visibility improvement varies, but our clients typically see a 47% average improvement within 60 days. Some see results faster — it depends on your current online presence and how competitive your local market is.

Do I need to be technical to use this?

Not at all. Enter your website URL and Pendium handles everything: scanning AI platforms, analyzing your visibility, generating content, and tracking improvement. The dashboard is designed for business owners, not engineers. If you can check your email, you can use Pendium.

What makes this different from SEO?

Traditional SEO optimizes for Google's search rankings — blue links on a results page. AI visibility is different: AI doesn't show links, it gives direct answers. Even if you rank #1 on Google, ChatGPT might recommend a competitor. Pendium optimizes for the new paradigm — making sure AI platforms know about, trust, and recommend your business.

Roadmap Pricing

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Somerled Designs

Visibility31

Vibe61

Businesses/Interior Design/Somerled Designs

AI Visibility & Sentiment

Somerled Designs

Somerled Designs is a specialized interior design studio focused on maximizing ROI for short-term rental property investors. They combine market research with strategic design to create themed, visually appealing spaces that stand out on Airbnb and VRBO, helping property owners achieve higher nightly rates and increased bookings.

Active Monitoring

Interior Design

AI Visibility Score

31/100

Low

Sentiment Score

61/100

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Somerled Designs today.

Somerled Designs has low AI visibility, scoring 19/100. They are mentioned in response to direct brand queries on ChatGPT, Claude and Gemini, but fail to appear in any other query, and have no visibility on AIOverviews. This indicates a strong brand recall when prompted, but an inability to be discovered organically for interior design related queries.

Working in your favor

Somerled Designs ranks #1 across ChatGPT, Claude, and Gemini when users directly ask about the brand (e.g., 'is somerled designs a good choice for an airbnb renovation', 'What do you know about Somerled Designs?').

The brand maintains a consistently neutral to mixed sentiment across the three mentioned platforms: ChatGPT, Claude and Gemini.

Gaps to close

Somerled Designs is not mentioned in any of the queries related to STR Revenue Optimization & ROI Strategy, Thematic Design & Property Concepting, or Strategic Amenity & Renovation Planning. This suggests a lack of visibility for users seeking general interior design advice.

The brand has zero presence on AIOverviews, missing a key opportunity for visibility in a rapidly growing search medium.

Somerled Designs isn't mentioned when users are looking for the best interior designers specializing in short-term rentals, missing an opportunity to be considered among competitors.

Opportunities

Optimize content to target relevant keywords related to short-term rental design, revenue optimization, thematic design, amenity planning, and renovation strategies.

Develop a strategy to gain visibility on AIOverviews, potentially through targeted content creation and link building.

Create content that showcases Somerled Designs' expertise and positions them as a leader in short-term rental interior design.

Highest-Impact Actions

Develop content addressing common questions related to short-term rental interior design, focusing on STR Revenue Optimization & ROI Strategy, Thematic Design & Property Concepting, and Strategic Amenity & Renovation Planning.

The brand is completely missing from these query categories, representing a significant gap in potential customer reach. Creating dedicated content (blog posts, case studies, guides) increases the likelihood of appearing in AI responses.

Implement a strategy to gain visibility on AIOverviews by optimizing existing content and building relevant backlinks.

AIOverviews is a major search channel. A lack of presence means missing a large segment of potential customers who use this platform for research.

Create content that directly compares Somerled Designs to key competitors, such as Airbnb, Article, and West Elm, highlighting unique selling points and differentiators.

While the brand ranks #1 in direct comparison queries, proactive content creation allows for framing the comparison in a favorable light and addressing potential customer concerns.

Overview

Mission

Research-driven design that increases short-term rental revenue by 30-50% through strategic theming, local inspiration, and optimized amenities that help properties stand out in competitive markets

Current State

Visibility Landscape

A high-level view of how Somerled Designs performs across AI platforms, broken down by strategic priority level — from core brand queries to growth opportunities.

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Sentiment when asked about the brand directly	50	50	100	—
“What do you know about Somerled Designs? What do they do and what's their reputation?”	Neutral	Neutral	Positive	—
Core Product/service category queries	—	—	—	—
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

“What do you know about Somerled Designs? What do they do and what's their reputation?”

Neutral

Positive

—

Brand Ecosystem

Airbnb

19 mentions

Article

14 mentions

West Elm

westelm.com

12 mentions

IKEA

10 mentions

PriceLabs

9 mentions

Havenly

9 mentions

Brooklinen

7 mentions

CB2

7 mentions

Nest

7 mentions

Parachute

6 mentions

Somerled Designs

6 mentions

Analysis

Insights & Recommended Actions

What's working, what's not, and specific steps to improve Somerled Designs's AI visibility.

Key Findings

Strength

The brand maintains a consistently neutral to mixed sentiment across the three mentioned platforms: ChatGPT, Claude and Gemini.

Gap

Recommended Actions

Implement a strategy to gain visibility on AIOverviews by optimizing existing content and building relevant backlinks.

AIOverviews is a major search channel. A lack of presence means missing a large segment of potential customers who use this platform for research.

Create content that directly compares Somerled Designs to key competitors, such as Airbnb, Article, and West Elm, highlighting unique selling points and differentiators.

While the brand ranks #1 in direct comparison queries, proactive content creation allows for framing the comparison in a favorable light and addressing potential customer concerns.

Content Engineering

Content Ideas

Content designed to help AI agents learn about your category and recommend your brand.

Programmatic Testing

Sample Conversations

We programmatically analyze questions that real customers are asking to AI agents and chatbots, extract brand mentions and sentiment, analyze every response, and synthesize the data into an action plan to increase AI visibility.

ChatGPT

Claude

Gemini

AI Overviews

STR Revenue Optimization & ROI Strategy(3 queries)

“how can i increase the nightly rate for my airbnb without just lowering prices”

0/3 platforms mentioned

ChatGPT

1.Brooklinen

2.Parachute

3.eero

4.Google Nest Wifi

5.Nespresso

+9 more

Claude

1.Parachute

2.Brooklinen

3.Molton Brown

4.Matterport

5.PriceLabs

+5 more

Gemini

1.PriceLabs

2.Beyond Pricing

3.Wheelhouse

4.Virtuance

5.West Elm

+16 more

“help me figure out if professional interior design will actually help my rental ROI”

0/4 platforms mentioned

ChatGPT

No brands listed

Claude

1.Airbnb

2.VRBO

3.Havenly

4.Modsy

5.IKEA

+9 more

Gemini

1.Airbnb

2.Zillow

3.AirDNA

4.PriceLabs

5.Mina

+5 more

AI Overviews

No brands listed

“what makes a vacation rental stand out in a saturated market”

0/3 platforms mentioned

ChatGPT

1.Matterport

2.Floorplanner

3.Magicplan

4.AirDNA

5.Canva

+23 more

Claude

1.Vacasa

2.Evolve

3.Matterport

4.iGUIDE

5.Touch Stay

+10 more

Gemini

1.West Elm

2.Wayfair Professional

3.Airbnb Plus/Luxe

4.PriceLabs

5.Wheelhouse

+16 more

Source Intelligence

Citations

The sources AI platforms cite when recommending this brand. Pendium reverse-engineers what's already proven to be catnip to AI agents, then engineers content that fills gaps and helps agents do their job — which means more citations for you.

Stagedhomes.com

stagedhomes.com

Somerled Designs

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Somerled Designs

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.