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

Blok

Visibility0

Vibe69

Businesses/Software as a Service (SaaS)/Blok

AI Visibility & Sentiment

Blok

Blok is an AI-powered product experimentation and simulation platform that enables software teams to predict user behavior and validate product decisions before development. By creating high-fidelity digital twins of real users, the platform allows businesses to run thousands of experiments to forecast ROI, reduce engineering waste, and move from reactive A/B testing to proactive behavioral simulation.

Active Monitoring

joinblok.co

Software as a Service (SaaS)Startups

AI Visibility Score

0/100

Invisible

Sentiment Score

69/100

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

aspirational

visionary

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Blok today.

Blok is currently absent from critical AI-driven conversations, missing the opportunity to be cited as a solution for product experimentation and behavioral research. While the brand maintains a recognizable identity for direct name searches, it has failed to capture the 'intent-based' traffic that currently fuels competitors like Statsig and Amplitude.

Value Proposition

Decide what to ship before you build it by using AI agents to achieve 87% behavioral fidelity, enabling proactive simulation of user reactions instead of reactive live A/B testing.

Overview

Mission

To rethink product development by replacing 'gut feel' and slow feedback loops with high-fidelity behavioral science and AI-driven simulation.

Products & Services

Synthetic User PersonasProduct Experiment SimulatorPredictive Behavioral InsightsROI & Risk AssessmentSimulation Sandbox EnvironmentBehavioral Fidelity Analytics

Current State

Visibility Landscape

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

	Claude	AI Overviews
Reputation Brand recognition & direct queries	—	—
Core Topics Product/service category queries	—	—
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

Statsig

34 mentions

LaunchDarkly

28 mentions

Maze

28 mentions

Mixpanel

27 mentions

Figma

25 mentions

Amplitude

23 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Successful brand recall when queried directly by name within ChatGPT and Gemini

Gap

Total absence in 'core' category searches for product experimentation and synthetic user research

Gap

Failure to intercept traffic from Product Managers and Engineering Leads seeking alternatives to legacy tools

Recommended Actions

Develop and syndicate SEO-optimized technical content that directly answers 'best alternative' queries for Statsig and Amplitude.

The data shows high-intent users are actively searching for alternatives; Blok is currently missing this primary lead-generation funnel.

Implement a citation-focused content strategy targeting the 'Advanced Product Experimentation' search intent.

Competitors dominate these specific queries; gaining mentions here is critical to breaking the current 'invisible' status in core search results.

Create technical documentation and whitepapers addressing AI-driven user behavior simulation.

This specific query category is high-value for product strategists and is currently underserved by brands outside the legacy incumbent list.

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

Advanced Product Experimentation And Simulation(3 queries)

“what tools can i use to run product experiments without needing live traffic to all users”

0/2 platforms mentioned

Core

ChatGPT

1.LaunchDarkly

2.Optimizely

3.Statsig

4.Split.io

5.Unleash

+19 more

Gemini

1.LaunchDarkly

2.Split.io

3.Statsig

4.Flagsmith

5.Maze

+11 more

“best AI platforms for simulating user behavior before shipping new features”

0/2 platforms mentioned

Core

ChatGPT

1.Vectorial

2.Uxia

3.Behavr

4.Figma

5.Synthetic Users (Jina AI)

+8 more

Gemini

1.Synthetic Users

2.Brox.ai

3.Uxia

4.Aaru

5.Amplitude (Predictive Cohorts)

+8 more

“compare synthetic user persona tools that help with product usability testing”

0/2 platforms mentioned

Core

ChatGPT

1.Uxia

2.Synthetic Users

3.SocioSim

4.Custovia

5.DeepPersona

+5 more

Gemini

1.Figma

2.Sketch

3.Adobe XD

4.Uxia

5.QA Panel

+8 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.

Synthetic Users

aimultiple.com

Web1 ref

Synthetic Users Tools

uxia.app

Web1 ref

What Are Canary Deployments

codefresh.io

Web1 ref

Canary Deployment

octopus.com

runvectorial.com

uxia.app

behavr.ai

Synthetic Users

productcool.com

Web1 ref

Ux Product

sociosim.org

Web1 ref

2603.01024

arxiv.org

Web1 ref

2504.09723

arxiv.org

Web1 ref

2504.09407

arxiv.org

Web1 ref

Katalon Studio

en.wikipedia.org

Wiki1 ref

BugBug %28software%29

en.wikipedia.org

Wiki1 ref

NeoLoad

en.wikipedia.org

Wiki1 ref

Competitive Landscape

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

Statsig34 mentions

LaunchDarkly28 mentions

Maze28 mentions

Mixpanel27 mentions

Figma25 mentions

Amplitude23 mentions

Snowflake22 mentions

UserTesting20 mentions

Synthetic Users20 mentions

BigQuery17 mentions

Blok0 mentions

Brand Identity

Brand Voice & Style

How AI perceives Blok's communication style and personality

Blok communicates with a sophisticated, authoritative, and forward-thinking tone that positions the brand as a pioneer in AI-driven product development. The voice is deeply analytical, focusing on efficiency, behavioral science, and the tangible ROI of replacing guesswork with simulation. It balances high-level technical expertise with a clear, pragmatic focus on solving the 'broken' nature of modern product experimentation, speaking directly to the pain points of product leaders and data scientists.

Core Tone Traits

Authoritative & Expert

Positions the brand as a leader in behavioral science and AI, using industry-specific terminology with confidence.

Analytical & Data-Driven

Focuses on metrics, behavioral fidelity, and the logic behind decision-making rather than hype.

Pragmatic & Solution-Oriented

Directly addresses the inefficiencies of current workflows and offers a clear, actionable alternative.

Visionary yet Grounded

Inspires teams to rethink product development while remaining focused on real-world, enterprise-ready results.

Backing

Investors

Weekend Fund

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 March 22, 2026.