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.

Roadmap Pricing

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Atlas

Visibility0

Vibe50

Businesses/Blockchain Technology/Atlas

AI Visibility & Sentiment

Atlas

Atlas is a comprehensive, browser-based IDE designed to streamline the development, testing, and deployment of smart contracts. It enables developers to build robust Ethereum applications with advanced tooling and zero setup requirements.

Active Monitoring

atlaszk.com

Blockchain Technology cooking culinary tools kitchen appliances pasta

AI Visibility Score

0/100

Invisible

Sentiment Score

50/100

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 Atlas today.

Atlas is currently absent from the AI-driven discovery ecosystem, leaving a critical vacuum that established competitors like Foundry and Hardhat are aggressively filling. While developers are actively seeking modern alternatives for Solidity environments and AI-assisted testing, they are currently unable to associate Atlas with these high-intent workflows.

Working in your favor

None identified; the brand lacks any presence within top-tier LLM training sets or AI-search citations.

Gaps to close

Total absence in search queries regarding smart contract development workflows and browser-based IDEs.

Failure to reach key technical personas including lead developers, startup founders, and ecosystem researchers.

Lack of association with emerging AI-assisted smart contract generation and testing methodologies.

Opportunities

Capture intent from developers looking for browser-based, interactive alternatives to legacy tools like Remix and Hardhat.

Position Atlas as the primary solution for developers seeking to optimize solidity deployment without local dependencies.

Integrate technical documentation into the datasets AI models prioritize to ensure Atlas appears as a default recommendation.

Highest-Impact Actions

Execute a technical documentation overhaul focused on LLM-friendly schema markup and training-ready content.

AI models rely on structured, accessible data to answer developer queries; current content is likely not optimized for machine discovery.

Develop and publish high-authority content specifically addressing 'AI-assisted solidity testing' and 'browser-based smart contract deployment'.

Competitors like Foundry and Remix have captured this space; publishing intent-aligned content is necessary to displace them in AI search results.

Establish thought leadership partnerships with ecosystem influencers and protocol researchers.

Increasing the volume of high-quality citations across developer forums and technical blogs will create the signal strength needed for AI models to recognize Atlas as a top-tier industry tool.

Value Proposition

The fastest way to build on Ethereum, offering a zero-setup, in-browser IDE that integrates Foundry and Hardhat for rapid contract development and deployment.

Overview

Mission

To provide the fastest, most accessible way to build on Ethereum.

Products & Services

Atlas IDESmart contract code generationInteractive real-time contract testingOne-click deployment to EVM-compatible networks

Current State

Visibility Landscape

A high-level view of how Atlas 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	70	70	70
“What do you know about Atlas? What do they do and what's their reputation?”	Yes	Yes	Yes	Yes
Core4q Product/service category queries	0	0	0	0
“how can i set up a dev environment for solidity without downloading everything locally”	No	No	—	No
“how do i use ai to write and test my smart contracts in real time”	No	No	No	No
“what tools allow for instant deployment of smart contracts to evm chains after coding”	No	No	No	No
“best browser-based ide for solidity with built-in interactive testing features”	No	No	No	No
Growth Areas1q Adjacent, aspirational & visionary	0	0	0	0
“what are the best alternatives to remix and hardhat for ethereum development”	No	No	No	No

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

Yes

“how can i set up a dev environment for solidity without downloading everything locally”

—

“how do i use ai to write and test my smart contracts in real time”

“what tools allow for instant deployment of smart contracts to evm chains after coding”

“best browser-based ide for solidity with built-in interactive testing features”

“what are the best alternatives to remix and hardhat for ethereum development”

Competitive Landscape

Foundry

40 mentions

Hardhat

38 mentions

Remix IDE

36 mentions

MetaMask

16 mentions

Alchemy

15 mentions

Tenderly Sandbox

14 mentions

Truffle

11 mentions

Brownie

10 mentions

VS Code

10 mentions

Replit

9 mentions

Atlas

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

None identified; the brand lacks any presence within top-tier LLM training sets or AI-search citations.

Gap

Total absence in search queries regarding smart contract development workflows and browser-based IDEs.

Gap

Failure to reach key technical personas including lead developers, startup founders, and ecosystem researchers.

Recommended Actions

Execute a technical documentation overhaul focused on LLM-friendly schema markup and training-ready content.

AI models rely on structured, accessible data to answer developer queries; current content is likely not optimized for machine discovery.

Develop and publish high-authority content specifically addressing 'AI-assisted solidity testing' and 'browser-based smart contract deployment'.

Competitors like Foundry and Remix have captured this space; publishing intent-aligned content is necessary to displace them in AI search results.

Establish thought leadership partnerships with ecosystem influencers and protocol researchers.

Increasing the volume of high-quality citations across developer forums and technical blogs will create the signal strength needed for AI models to recognize Atlas as a top-tier industry tool.

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

Smart Contract Development Workflow Optimization(2 queries)

“how can i set up a dev environment for solidity without downloading everything locally”

0/3 platforms mentioned

Core

ChatGPT

1.Remix IDE

2.Gitpod

3.GitHub

4.GitLab

5.Bitbucket

+7 more

Claude

1.Remix IDE

2.EthFiddle

3.Codedamn Online Solidity Compiler

4.Tenderly Sandbox

AI Overviews

1.Remix IDE

2.Chrome

3.Firefox

4.Brave

5.Remix VM

+4 more

“what tools allow for instant deployment of smart contracts to evm chains after coding”

0/4 platforms mentioned

Core

The Technical Lead Developer · Buyer

ChatGPT

1.Foundry

2.Hardhat

3.hardhat-deploy

4.xdeploy

5.ChainSafe

+6 more

Claude

1.thirdweb

2.Hardhat

3.Foundry

4.Multichain-Deploy Hardhat Plugin

5.Remix IDE

Gemini

1.Hardhat

2.Foundry

3.Tenderly

4.Remix IDE

5.MetaMask

+3 more

AI Overviews

1.Remix IDE

2.MetaMask

3.thirdweb

4.Quicknode

5.Foundry

+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.

Gitpod

gitpod.io

Atlas

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Atlas

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

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.