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

Alchemer Mobile

Visibility43

Vibe96

Businesses/Alchemer Mobile

AI Visibility & Sentiment

Alchemer Mobile

Alchemer Mobile (formerly Apptentive) is a mobile feedback platform that helps product managers, marketers, and customer experience professionals collect in-app feedback, increase app store ratings, and improve customer retention throughout the mobile app lifecycle.

Active Monitoring

apptentive.com

Startups

AI Visibility Score

43/100

Moderate

Sentiment Score

96/100

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Alchemer Mobile today.

Alchemer Mobile has carved out a dominant stronghold within Google’s AI ecosystem, achieving a 60% mention rate on Gemini, yet it remains completely invisible in critical conversations regarding user churn. While the brand successfully captures the attention of Enterprise CX Directors, a significant sentiment gap and low visibility on Claude suggest that its technical superiority isn't yet translating into broad market authority.

Working in your favor

High-frequency visibility on Gemini (60%) and AI Overviews (40%) ensures strong placement in Google-driven search journeys.

Dominant rankings (Top 3-4) for queries related to 'Omnichannel Digital Feedback Strategy' and 'Non-Disruptive User Research' across ChatGPT and AI Overviews.

Strongest persona resonance with Enterprise CX Directors, achieving a 64% mention rate that outperforms its average visibility.

Gaps to close

Total absence in 'high churn' and 'retention' query sets, a critical missed opportunity for capturing high-intent leads looking for solutions.

Mixed sentiment among Enterprise CX Directors indicates that the AI is picking up on perceived limitations in enterprise-grade scalability or implementation friction.

Significant trailing behind competitors like Instabug and AppFollow in total mention volume across ChatGPT and Claude.

Opportunities

Bridge the 'Churn Gap' by publishing authoritative research on the correlation between feedback loops and retention to trigger AI citations in churn-related queries.

Optimize technical documentation and case studies to improve sentiment on Claude, which currently lags at a 27% mention rate with mixed reviews.

Target the Mid-Market UX Research persona where visibility is currently low (33%) but competitors are less entrenched.

Highest-Impact Actions

Develop a 'Churn Mitigation' content pillar specifically optimized for LLM training data.

The brand is currently unranked for high-intent churn queries, losing potential market share to competitors who own the retention narrative.

Audit and refine brand messaging within third-party review sites and technical forums to address 'mixed' sentiment in enterprise segments.

High visibility with Enterprise CX Directors is being undermined by inconsistent sentiment, which can sway AI-generated recommendations toward competitors.

Implement a citation-building strategy focused on 'best-of' lists and comparisons on Claude-favored sources.

Alchemer's 27% mention rate on Claude is its weakest platform performance, limiting its reach among a more analytical user base.

Value Proposition

The only platform that enables mobile teams to collect user feedback and insights across the entire lifecycle of their mobile apps through non-intrusive prompts, helping increase app store ratings, validate product roadmaps, and improve customer retention.

Overview

Mission

Together, we make it easier for our users to close the feedback loop with customers and employees.

Products & Services

In-app mobile feedback surveysApp store rating managementCustomer sentiment analysisMobile NPS and loyalty measurementWeb SDK for digital feedback

Current State

Visibility Landscape

A high-level view of how Alchemer Mobile 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	97	97	97	97
“What do you know about Alchemer Mobile? What do they do and what's their reputation?”	#1	#1	#1	#1
Core Product/service category queries	—	—	—	—
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

“What do you know about Alchemer Mobile? What do they do and what's their reputation?”

Competitive Landscape

Instabug

26 mentions

Alchemer Mobile

24 mentions

AppFollow

19 mentions

Zendesk

17 mentions

Jira

16 mentions

Qualtrics

16 mentions

Amplitude

15 mentions

Survicate

14 mentions

Pendo

13 mentions

Mixpanel

12 mentions

Slack

12 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

High-frequency visibility on Gemini (60%) and AI Overviews (40%) ensures strong placement in Google-driven search journeys.

Strength

Dominant rankings (Top 3-4) for queries related to 'Omnichannel Digital Feedback Strategy' and 'Non-Disruptive User Research' across ChatGPT and AI Overviews.

Strength

Strongest persona resonance with Enterprise CX Directors, achieving a 64% mention rate that outperforms its average visibility.

Recommended Actions

Develop a 'Churn Mitigation' content pillar specifically optimized for LLM training data.

The brand is currently unranked for high-intent churn queries, losing potential market share to competitors who own the retention narrative.

Audit and refine brand messaging within third-party review sites and technical forums to address 'mixed' sentiment in enterprise segments.

High visibility with Enterprise CX Directors is being undermined by inconsistent sentiment, which can sway AI-generated recommendations toward competitors.

Implement a citation-building strategy focused on 'best-of' lists and comparisons on Claude-favored sources.

Alchemer's 27% mention rate on Claude is its weakest platform performance, limiting its reach among a more analytical user base.

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

App Retention & Store Visibility(3 queries)

“how to get more 5 star reviews for my ios app without being annoying”

1/4 platforms mentioned

ChatGPT

1.SKStoreReviewController

2.App Store Connect

3.AppFollow

4.Apptentive

5.Instabug

+5 more

Claude

No brands listed

Gemini

1.Forest

2.Duolingo

3.ContextSDK

4.Appbot

5.AppFollow

+2 more

AI Overviews

1.Appcues

2.Tapcart

“my app's churn rate is high, help me figure out why users are leaving”

0/4 platforms mentioned

High-Growth B2C Product Manager · Senior Product Manager

ChatGPT

1.Jira

2.BigQuery

3.Postgres

4.FullStory

5.Hotjar

+15 more

Claude

No brands listed

Gemini

1.Plaid

2.Yodlee

3.Salt Edge

4.Amplitude

5.Mixpanel

+10 more

AI Overviews

1.Progress Software

2.UXCam

3.Hotjar

4.Z2A Digital

5.Product Coalition

“best ways to manage app store ratings for a large enterprise mobile app”

1/4 platforms mentioned

High-Growth B2C Product Manager · Senior Product Manager

ChatGPT

1.Jira

2.iOS

3.Android

4.Google Play

5.Instabug

+18 more

Claude

1.Jira

2.AppFollow

3.AppTweak

4.CleverTap

Gemini

1.SKStoreReviewController

2.In-App Review API

3.Jira

4.AppFollow

5.Apptentive

+2 more

AI Overviews

1.AppFollow

2.Firebase

3.AppTweak

4.MobileAction

5.Zendesk

+3 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.

How to improve app store rating for iOS and Google Play | MobileAction

mobileaction.co

Alchemer Mobile

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Alchemer Mobile

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

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.