AI VISIBILITY REPORT

Sierra

Complete AI search performance analysis

30 prompts · 3 platforms · 90 responses

Mention Rate

named in 3 of 90 answers

needs work

About Sierra

Sierra

Sierra is a conversational AI platform that helps businesses build, deploy, monitor, and optimize AI agents for customer experience. It focuses on more human, multichannel support and revenue-driving customer interactions.

Category: Conversational AI platform for customer experienceSegment: Mid-to-large businessesKey rival: Decagon

Scorecard

Across all 90 AI answers

Visibility Score

0–100 · how often & how high you appear

Mention rate ÷ average rank (0–100). Higher when AI names you often and near the top.

Share of Voice

3.9%

your share vs competitors

Your share of the AI conversation, compared to competitors

Average Rank

#3.3

your position when you appear

Your typical position in AI recommendations

Visibility Distribution

Where you land across 90 answers — 30 prompts × 3 platforms

97%

Top pick #1 · 1 run

Recommended #2–3 · 0 runs

Mentioned #4+ · 2 runs

Missing Not mentioned · 87 runs

Platform Performance

How your brand shows up on each AI platform — 30 prompts each

ChatGPT

0/30 responses mention you

Google Overview

Avg rank #1.0

1/30 responses mention you

Perplexity

Avg rank #4.5

2/30 responses mention you

Competitive
Landscape

How you compare against competitors
in AI visibility

4%YOUR SHARE

share of voice

Intercom Fin10.1%

Salesforce8.2%

Zendesk AI6.3%

Salesforce Agentforce5.4%

Cognigy5.3%

Genesys Cloud CX4.5%

Ada4.5%

Kore4.2%

Sierra3.9%

Other47.5%

Prompt-Level Detail

Every prompt we ran, tagged by type, with who showed up alongside you

All Prompts

● = platforms that mentioned you (of 3)30 prompts

Prompt

Type

Competitors

Platforms

Avg Rank

Is outcome-based pricing better than seat-based pricing for customer support AI?

Comparisons

—

1st

How do leading enterprise AI agent platforms compare for customer experience teams?

Comparisons

4th

How do I choose a customer experience AI platform that can handle both support automation and revenue-driving interactions?

Recommendations

5th

What should I look for in an enterprise conversational AI platform for customer support and customer engagement?

Recommendations

—

Which features matter most when evaluating AI agents for customer service across chat, email, voice, and messaging channels?

Educational

—

What is the best way to compare enterprise conversational AI platforms for multichannel customer support?

Comparisons

—

What are the main differences between a traditional chatbot and an autonomous AI agent for customer support?

Educational

—

How can I reduce routine customer inquiries without hurting customer satisfaction?

Problem-solving

—

What are the best options for improving self-service resolution in a high-volume support operation?

Recommendations

—

How do I know if my support automation platform is actually resolving issues instead of just deflecting them?

Problem-solving

—

What should enterprise teams ask for in an AI agent platform demo?

Buying intent

—

What are the most important KPIs for measuring customer support AI agent performance?

Educational

—

How do I improve the quality of an AI support agent after launch?

Problem-solving

—

What makes an AI customer experience platform suitable for enterprise use?

Educational

—

How do omnichannel AI support platforms handle escalation to human agents?

Educational

—

What is outcome-based pricing for AI agents and how does it work?

Educational

—

How do I compare AI platforms for customer support automation without overbuying features I do not need?

Comparisons

—

What are the most common reasons customer support AI projects fail after launch?

Educational

—

How can customer context improve AI agent accuracy in support conversations?

Educational

—

What does observability mean for conversational AI platforms?

Educational

—

How do AI agent platforms use testing and experiments to improve response quality?

Educational

—

What are the best ways to evaluate guardrails and compliance in customer service AI?

Buying intent

—

How can AI agents support both customer service and sales conversations?

Educational

—

What capabilities should a multilingual customer support AI platform have?

Educational

—

How do I deploy one AI agent across web chat, SMS, WhatsApp, email, and voice?

Problem-solving

—

Which customer support AI platforms are best for large enterprises with complex workflows?

Recommendations

—

How should I evaluate AI vendors for integration with existing customer systems?

Buying intent

—

What questions should I ask about AI agent latency, reliability, and tool calling?

Buying intent

—

How do customer support leaders measure whether AI is reducing manual workload?

Educational

—

What is the best customer experience AI platform for a business with high inquiry volume?

Recommendations

—

Is outcome-based pricing better than seat-based pricing for customer support AI?

Type

Comparisons

Avg Rank

1st

Platforms

Competitors

—

How do leading enterprise AI agent platforms compare for customer experience teams?

Type

Comparisons

Avg Rank

4th

Platforms

Competitors

How do I choose a customer experience AI platform that can handle both support automation and revenue-driving interactions?

Type

Recommendations

Avg Rank

5th

Platforms

Competitors

What should I look for in an enterprise conversational AI platform for customer support and customer engagement?

Type

Recommendations

Avg Rank

—

Platforms

Competitors

—

Which features matter most when evaluating AI agents for customer service across chat, email, voice, and messaging channels?

Type

Educational

Avg Rank

—

Platforms

Competitors

—

What is the best way to compare enterprise conversational AI platforms for multichannel customer support?

Type

Comparisons

Avg Rank

—

Platforms

Competitors

What are the main differences between a traditional chatbot and an autonomous AI agent for customer support?

Type

Educational

Avg Rank

—

Platforms

Competitors

—

How can I reduce routine customer inquiries without hurting customer satisfaction?

Type

Problem-solving

Avg Rank

—

Platforms

Competitors

—

What are the best options for improving self-service resolution in a high-volume support operation?

Type

Recommendations

Avg Rank

—

Platforms

Competitors

—

#10

How do I know if my support automation platform is actually resolving issues instead of just deflecting them?

Type

Problem-solving

Avg Rank

—

Platforms

Competitors

—

#11

What should enterprise teams ask for in an AI agent platform demo?

Type

Buying intent

Avg Rank

—

Platforms

Competitors

—

#12

What are the most important KPIs for measuring customer support AI agent performance?

Type

Educational

Avg Rank

—

Platforms

Competitors

—

#13

How do I improve the quality of an AI support agent after launch?

Type

Problem-solving

Avg Rank

—

Platforms

Competitors

—

#14

What makes an AI customer experience platform suitable for enterprise use?

Type

Educational

Avg Rank

—

Platforms

Competitors

—

#15

How do omnichannel AI support platforms handle escalation to human agents?

Type

Educational

Avg Rank

—

Platforms

Competitors

—

#16

What is outcome-based pricing for AI agents and how does it work?

Type

Educational

Avg Rank

—

Platforms

Competitors

—

#17

How do I compare AI platforms for customer support automation without overbuying features I do not need?

Type

Comparisons

Avg Rank

—

Platforms

Competitors

#18

What are the most common reasons customer support AI projects fail after launch?

Type

Educational

Avg Rank

—

Platforms

Competitors

—

#19

How can customer context improve AI agent accuracy in support conversations?

Type

Educational

Avg Rank

—

Platforms

Competitors

#20

What does observability mean for conversational AI platforms?

Type

Educational

Avg Rank

—

Platforms

Competitors

—

#21

How do AI agent platforms use testing and experiments to improve response quality?

Type

Educational

Avg Rank

—

Platforms

Competitors

—

#22

What are the best ways to evaluate guardrails and compliance in customer service AI?

Type

Buying intent

Avg Rank

—

Platforms

Competitors

—

#23

How can AI agents support both customer service and sales conversations?

Type

Educational

Avg Rank

—

Platforms

Competitors

—

#24

What capabilities should a multilingual customer support AI platform have?

Type

Educational

Avg Rank

—

Platforms

Competitors

—

#25

How do I deploy one AI agent across web chat, SMS, WhatsApp, email, and voice?

Type

Problem-solving

Avg Rank

—

Platforms

Competitors

#26

Which customer support AI platforms are best for large enterprises with complex workflows?

Type

Recommendations

Avg Rank

—

Platforms

Competitors

#27

How should I evaluate AI vendors for integration with existing customer systems?

Type

Buying intent

Avg Rank

—

Platforms

Competitors

—

#28

What questions should I ask about AI agent latency, reliability, and tool calling?

Type

Buying intent

Avg Rank

—

Platforms

Competitors

—

#29

How do customer support leaders measure whether AI is reducing manual workload?

Type

Educational

Avg Rank

—

Platforms

Competitors

—

#30

What is the best customer experience AI platform for a business with high inquiry volume?

Type

Recommendations

Avg Rank

—

Platforms

Competitors

Citation Ecosystem

Understanding where AI models source information about your brand

Citation Breakdowncitations by source type

71%Third Party

Owned 0%

Competitor 29%

Third Party 71%

Not Cited 0%

Top Domainsthe sources AI cites most

linkedin.com35

youtube.com35

reddit.com23

zendesk.com22

fin.ai16

Sierra

Mention Rate

Sierra

Scorecard

Visibility Score

Share of Voice

Average Rank

Visibility Distribution

Platform Performance

ChatGPT

Google Overview

Perplexity

CompetitiveLandscape

Prompt-Level Detail

All Prompts

Citation Ecosystem

Competitive
Landscape