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.

Pricing

Get a demo

Slang AI

Visibility81

Vibe98

Businesses/Restaurant Technology/Slang AI

AI Visibility & Sentiment

Slang AI

Slang AI is a voice AI phone answering solution specifically designed for restaurants. The platform answers inbound calls 24/7, handles guest inquiries, and automatically manages reservations, helping restaurants maximize revenue opportunities while freeing up staff to focus on in-person hospitality.

Active Monitoring

slang.ai

Restaurant Technology Startups

AI Visibility Score

81/100

Excellent

Sentiment Score

98/100

Score by Priority

How often this business is recommended to users across different types of conversations — from direct product queries to broader open-ended conversations where AI could recommend this company's products and services

core

adjacent

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Slang AI today.

Slang AI has achieved dominant positioning within the restaurant voice AI category, specifically securing a 100% mention rate on Gemini and total saturation across Growth-Oriented and Fine Dining personas. While legacy platforms like OpenTable and Toast appear frequently, Slang AI is consistently prioritized as the specialized solution for critical front-of-house labor relief and high-value VIP recognition.

Working in your favor

Absolute market dominance in Gemini with 100% mention rate and an elite 2.4 average position.

Flawless 100% visibility across Multi-Unit Franchisee and Fine Dining Proprietor personas, indicating high relevance for high-value decision-makers.

Strong technical authority in Claude, maintaining a category-leading average position of 1.7.

Gaps to close

Lower relative performance in ChatGPT, which shows the highest friction with a 71% mention rate and a trailing 4.3 average position.

Visibility drop-off in AI Overviews for 'Evaluating Voice AI Trust & Reliability' queries, where position sinks to #15.

Underperformance in ChatGPT for complex 'Tech Stack Integration' and 'VIP Retention' queries compared to rivals like OpenTable.

Opportunities

Capitalize on the #1 ranking for 'VIP callers' in AI Overviews by expanding content on guest experience and CRM connectivity.

Leverage the high trust levels in Claude to capture the 'Data-Driven Ops Strategist' segment which currently trails other personas.

Bridge the 'Trust and Reliability' gap in Google search results to mirror the dominance seen in LLM-based responses.

Highest-Impact Actions

Optimize technical documentation and partner listings for ChatGPT citation.

ChatGPT is the brand's weakest platform (71% mention rate); improving mentions here will solidify the lead over legacy competitors like Toast and OpenTable.

Develop targeted 'Trust & Security' white papers specifically optimized for AI Overviews.

The brand's position drops to #15 for trust-related queries in AI Overviews, creating a vulnerability that competitors like SevenRooms could exploit.

Increase mention density for 'Tech Stack' and 'Integration' keywords across all digital assets.

Positions on integration-specific queries currently fluctuate (e.g., #7 on ChatGPT), while legacy incumbents are often cited for their platform ecosystems.

Value Proposition

The AI Superhost for restaurants that answers every call with warmth and precision, driving up to 50% more phone covers, saving 200+ hours monthly, and delivering 96%+ guest satisfaction with setup in as little as 30 minutes.

Overview

Mission

To protect what makes hospitality human while ensuring no guest ever gets missed, answering every call with the care of a great host so restaurant teams can stay fully present with guests in front of them.

Products & Services

AI-powered phone answering and call handlingAutomated reservation booking and managementIntegration with OpenTable, SevenRooms, Tripleseat, and YelpVIP call routing and cross-selling across restaurant locationsReal-time alerts and analytics dashboard

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Brand recognition & direct queries	70	97	97	97
“What do you know about Slang AI? What do they do and what's their reputation?”	Yes	#1	#1	#1
Core5q Product/service category queries	92	95	95	90
“my hosts are overwhelmed and keep missing calls, what's the best way to automate phone reservations?”	#2	#1	#1	#1
“recommend some ai phone answering tools that sync directly with opentable or sevenrooms”	#7	#3	#3	#3
“who are the most trusted providers for restaurant voice ai and automated phone answering right now?”	#1	#2	#1	#7
“how can i handle restaurant phone calls during peak hours without hiring more staff?”	#1	#1	#2	#2
“help me find a solution for answering my restaurant's phone 24/7 so we don't lose bookings”	#2	#1	#2	#4
Growth Areas1q Adjacent, aspirational & visionary	79	94	97	97
“how can i use ai to recognize my restaurant's vip callers and prioritize their bookings?”	#7	#2	#1	#1

“What do you know about Slang AI? What do they do and what's their reputation?”

Yes

“my hosts are overwhelmed and keep missing calls, what's the best way to automate phone reservations?”

“recommend some ai phone answering tools that sync directly with opentable or sevenrooms”

“who are the most trusted providers for restaurant voice ai and automated phone answering right now?”

“how can i handle restaurant phone calls during peak hours without hiring more staff?”

“help me find a solution for answering my restaurant's phone 24/7 so we don't lose bookings”

“how can i use ai to recognize my restaurant's vip callers and prioritize their bookings?”

Competitive Landscape

Slang AI

50 mentions

OpenTable

46 mentions

Toast

31 mentions

Resy

27 mentions

SevenRooms

22 mentions

Twilio

18 mentions

Square

13 mentions

PolyAI

13 mentions

Zapier

12 mentions

RingCentral

11 mentions

Olo

11 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Absolute market dominance in Gemini with 100% mention rate and an elite 2.4 average position.

Strength

Flawless 100% visibility across Multi-Unit Franchisee and Fine Dining Proprietor personas, indicating high relevance for high-value decision-makers.

Strength

Strong technical authority in Claude, maintaining a category-leading average position of 1.7.

Recommended Actions

Optimize technical documentation and partner listings for ChatGPT citation.

ChatGPT is the brand's weakest platform (71% mention rate); improving mentions here will solidify the lead over legacy competitors like Toast and OpenTable.

Develop targeted 'Trust & Security' white papers specifically optimized for AI Overviews.

The brand's position drops to #15 for trust-related queries in AI Overviews, creating a vulnerability that competitors like SevenRooms could exploit.

Increase mention density for 'Tech Stack' and 'Integration' keywords across all digital assets.

Positions on integration-specific queries currently fluctuate (e.g., #7 on ChatGPT), while legacy incumbents are often cited for their platform ecosystems.

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

Solving Front Of House Labor Challenges(3 queries)

“my hosts are overwhelmed and keep missing calls, what's the best way to automate phone reservations?”

2/4 platforms mentioned

Core

ChatGPT

1.Calendly

2.Bookeo

3.Hostaway

4.Squarespace Scheduling

5.Acuity

+29 more

Claude

1.Twilio

2.OpenPhone

3.Five9

4.Voiceflow

5.Typeform

+5 more

Gemini

1.Slang.ai

2.SoundHound (Smart Answering)

3.PolyAI

4.OpenTable

5.SevenRooms

+6 more

AI Overviews

1.OpenTable

2.Resy

3.Slang.ai

4.Hostie AI

5.Loman.ai

+3 more

“how can i handle restaurant phone calls during peak hours without hiring more staff?”

4/4 platforms mentioned

Core

The Growth-Oriented Multi-Unit Franchisee · Managing Partner / Franchise Owner

ChatGPT

1.Slang AI

2.Toast

3.Twilio

4.Google Contact Center AI

5.Dialogflow

+9 more

Claude

1.Toast

2.Slang AI

3.Essentially

4.Talkdesk

5.Toast Takeout

Gemini

1.Toast

2.Slang AI

3.Toast Voice

4.Soundhound

5.SMS-back automation

+10 more

AI Overviews

1.Loman.ai

2.Kea AI

3.Toast

4.Square

5.Clover

6.Slang AI

+7 more

“help me find a solution for answering my restaurant's phone 24/7 so we don't lose bookings”

4/4 platforms mentioned

Core

The Growth-Oriented Multi-Unit Franchisee · Managing Partner / Franchise Owner

ChatGPT

1.Toast

2.Slang AI

3.Toast Reservations

4.Toast Guest Management

5.Ruby

+10 more

Claude

1.Slang AI

2.Toast

3.Toast's Native Voice AI

4.OnRamp

5.Claro

Gemini

1.Toast

2.Slang AI

3.Toast Voice

4.SoundHound AI

5.OpenTable

+5 more

AI Overviews

1.Rosie AI

2.Hostie AI

3.OpenTable

4.Resy

5.Toast

6.Slang.ai

+5 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.

The Best 8 AI Phone Answering Services for Restaurants

sarasotamagazine.com

Slang AI

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Restaurant Technology

Start gettingrecommended by AI.

Frequently asked questions

Slang AI

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Restaurant Technology

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.