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

SideKit

Visibility8

Vibe60

Businesses/Software/SideKit

AI Visibility & Sentiment

SideKit

SideKit is a Y Combinator-backed mobile app infrastructure platform that provides drop-in analytics, version management, and self-healing feedback tools for iOS and React Native developers. Built by engineers from Databricks, Jane Street, Citadel, and Microsoft, it offers lightweight SDKs that simplify production app management.

Active Monitoring

appsidekit.com

Software YC25-26

AI Visibility Score

8/100

Invisible

Sentiment Score

60/100

Score by Reach

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 SideKit today.

SideKit is currently operating in an AI discovery vacuum, missing from 92% of the critical developer and product manager decision-making paths where competitors like PostHog and Firebase have become the default recommendations. While the brand maintains a baseline identity in direct queries on Claude, it is effectively invisible during the high-intent research phase for mobile infrastructure and privacy-first analytics.

Value Proposition

All-in-one lightweight SDK that provides privacy-first analytics, version gating, and AI-powered self-healing feedback collection—replacing multiple fragmented services with one simple integration requiring just a few lines of code.

Overview

Mission

To provide indie developers and small teams with simple, unified app infrastructure that answers essential questions without the complexity of enterprise analytics platforms.

Products & Services

Privacy-first mobile app analyticsVersion management and force update controlsIn-app feedback collection with auto-classificationSelf-healing apps with AI-powered bug fixingLightweight SDKs for Swift and React Native

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini	AI Overviews
Reputation Brand recognition & direct queries	0	0	15	0
Core Topics Product/service category queries	0	0	0	0
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

Growth Areas

Adjacent, aspirational & visionary

—

Competitive Landscape

PostHog

31 mentions

Mixpanel

19 mentions

Firebase

18 mentions

Instabug

15 mentions

TelemetryDeck

14 mentions

Segment

13 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Maintains direct brand recognition on Claude, suggesting that base-level company data is present in training sets even if it isn't surfacing in category searches.

Strength

Achieved a niche foothold in Gemini for the React Native Scale-up Lead persona, specifically regarding version management and app stability queries.

Gap

Total absence on ChatGPT and AI Overviews, leaving the brand completely out of the conversation for users selecting new mobile tech stacks.

Recommended Actions

Restructure technical documentation to prioritize 'Privacy-First' and 'Lightweight' semantic headers.

LLMs are currently bypassing SideKit for these high-value intent queries because the semantic link between the brand and these specific attributes is too weak in indexed content.

Publish high-authority React Native integration guides specifically targeting 'Force Update' and 'Version Stability' keywords.

This is the only area showing any AI visibility (Gemini); doubling down here creates a defensible beachhead for wider platform discovery.

Generate comparison-based technical content comparing SideKit's footprint to Firebase and PostHog.

Competitors are winning by appearing in the same recommendation clusters; SideKit needs to force its way into the 'alternative to' context used by LLMs to provide balanced advice.

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 Infrastructure Setup(2 queries)

“help me pick a tech stack for a new ios app, i need analytics and feedback tools that are easy to setup”

0/4 platforms mentioned

Adjacent

ChatGPT

1.Swift

2.SwiftUI

3.UIKit

4.Combine

5.URLSession

+36 more

Claude

1.Swift

2.SwiftUI

3.Xcode

4.CocoaPods

5.Swift Package Manager

+9 more

Gemini

1.Firebase

2.Swift

3.SwiftUI

4.UIKit

5.Cloud Firestore

+15 more

AI Overviews

1.SwiftUI

2.Swift

3.Firebase

4.Firebase Analytics

5.Crashlytics

+7 more

“what are some lightweight sdks for react native that won't slow down my app but still give me good data”

0/4 platforms mentioned

Core

The Privacy-Focused Solo Developer · Independent iOS Developer

ChatGPT

1.PostHog

2.Matomo

3.Umami

4.Plausible

5.OpenTelemetry

+8 more

Claude

1.Firebase

2.Mixpanel

3.Plausible Analytics SDK

4.Posthog

5.Segment

+2 more

Gemini

1.Aptabase

2.Firebase

3.App Store

4.TelemetryDeck

5.PostHog

+6 more

AI Overviews

1.TelemetryDeck

2.Aptabase

3.PostHog

4.Vexo

5.Firebase Performance Monitoring

+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.

10 Best User Feedback Tools for Product Teams (2026) - Pendo

pendo.io

Web1 ref

Top 11 Best Mobile In-App Feedback Tools in 2026 - Mopinion

mopinion.com

Web1 ref

19 Best Customer Feedback Tools in 2026 - Featurebase

featurebase.app

Web1 ref

20+ Best Mobile App Analytics Tools for 2026 - VWO

vwo.com

Web1 ref

Best Analytics Tools for Mobile Apps in 2026 (Product ... - Mitzu

mitzu.io

Web1 ref

The 10 best mobile app analytics platforms for 2026

contentsquare.com

Web1 ref

The Complete Guide to Mobile App Development for 2026 Startups

alfacoders.medium.com

Blog1 ref

Top 10 iOS Mobile App Development Frameworks for 2026 - Apptunix

apptunix.com

Social1 ref

iOS App Development: Ultimate Guide for 2026 - Riseup Labs

riseuplabs.com

Web1 ref

Checkout 6 Best iOS App Development Frameworks of 2026

msmcoretech.com

Web1 ref

8 Mobile App Analytics Tools to Build Better Apps - Fullstory

fullstory.com

Web1 ref

How to Pick the Right Stack for Mobile App Development

dev.to

Web1 ref

Top Mobile App Analytics Apps for iPhone in 2026

slashdot.org

Web1 ref

Can I force users to update the app? : r/swift - Reddit

reddit.com

Forum1 ref

In-app updates | Other Play guides - Android Developers

developer.android.com

Web1 ref

Competitive Landscape

Brands and products that AI platforms mention alongside or instead of SideKit.

PostHog31 mentions

Mixpanel19 mentions

Firebase18 mentions

Instabug15 mentions

TelemetryDeck14 mentions

Segment13 mentions

Sentry12 mentions

Amplitude12 mentions

Firebase Remote Config11 mentions

SwiftUI10 mentions

SideKit1 mention

Brand Identity

Brand Voice & Style

How AI perceives SideKit's communication style and personality

SideKit communicates with a refreshingly direct, developer-to-developer tone that cuts through marketing fluff. The voice is technically competent yet approachable, often using casual language and humor while maintaining credibility. They speak as fellow developers who understand the pain points of indie app development, frequently using phrases like 'it's insane that...' and 'your lucky day' to create camaraderie. The brand balances confidence in their solution with honest acknowledgment of the competitive landscape.

Core Tone Traits

Developer-to-Developer Casual

Speaks as a peer, using informal language and shared frustrations to build rapport

Refreshingly Direct

Cuts through complexity with clear, no-nonsense explanations and honest assessments

Technically Credible

Demonstrates deep engineering knowledge while keeping explanations accessible

Confidently Humble

Proud of their solution but honest about what they are and aren't trying to be

Backing

Investors

Y Combinator

Engineer content that makes AI agents recommend you

Pendium analyzes how AI platforms perceive your brand, reverse-engineers what they already cite, and continuously publishes content designed to fill gaps and earn more mentions — on autopilot, with you in the loop.

Data generated by Pendium.ai AI visibility scanning. Last scanned February 27, 2026.