Pendium
Macro
Macro
Visibility0
Vibe50
Businesses/Blockchain Security/Macro
Macro
AI Visibility & Sentiment

Macro

Macro is a boutique blockchain auditing and development firm that provides high-quality security services for web3 projects. They specialize in smart contract audits, protocol development, and architecture reviews, focusing on long-term partnerships with high-profile clients.

Active Monitoring
macroaudits.com
AI Visibility Score
0/100

Invisible

Sentiment Score
50/100
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
0
adjacent
0
AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Macro today.

Macro currently maintains zero visibility across the most critical AI search and reasoning engines, effectively ceding the entire blockchain security narrative to established competitors like Trail of Bits and OpenZeppelin. While industry peers are capturing high-intent traffic from technical leads and founders seeking audit partners, Macro remains absent from these influential recommendation loops.

Value Proposition

An elite, boutique team that prioritizes audit quality over scale, offering deep technical expertise and flexible engagement models to ensure secure, reliable blockchain deployments.

Overview

Macro is a boutique blockchain auditing and development firm that provides high-quality security services for web3 projects. They specialize in smart contract audits, protocol development, and architecture reviews, focusing on long-term partnerships with high-profile clients.

Mission

To build and secure the next generation of web3 projects through elite, high-quality technical auditing and development.

Products & Services
Smart contract and Solana program auditsStablecoin protocol developmentEarly-stage architecture reviewProtocol design consultationGas optimization audits
Current State

Visibility Landscape

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

ChatGPTChatGPT
ClaudeClaude
GeminiGemini
AI OverviewsAI Overviews

Reputation

Brand recognition & direct queries

0
0
0
0

Core Topics

Product/service category queries

0
0
0
0

Growth Areas

Adjacent, aspirational & visionary

Competitive Landscape
Trail of Bits
44 mentions
OpenZeppelin
33 mentions
Consensys Diligence
31 mentions
CertiK
30 mentions
Quantstamp
25 mentions
Halborn
24 mentions
Loading visibility matrix...
Analysis

Insights & Recommended Actions

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

Key Findings

Strength

No current competitive strengths identified in the AI landscape.

Gap

Total absence from Smart Contract and Program Audit Procurement queries which are dominated by competitors.

Gap

Failure to reach technical decision-makers, specifically Web3 founders and lead auditors searching for architectural guidance.

Recommended Actions

1

Develop and publish high-authority technical whitepapers and audit case studies for the specific protocols and languages (like Solana) identified in high-intent queries.

AI models prioritize deep, authoritative technical documentation; by populating the web with these assets, you increase the likelihood of being cited as a trusted source.

2

Execute a digital footprint expansion strategy focusing on technical platforms where AI aggregators scrape data for 'best of' audit firm recommendations.

Competitors like Trail of Bits and OpenZeppelin currently dominate these segments by maintaining a persistent presence in industry-standard security discussions.

3

Create AI-optimized content addressing the 'evaluation criteria' for blockchain security partners.

By directly answering how to vet security firms, you position Macro as the definitive expert, increasing the chances of being served as a recommended solution for prospects searching for audit guidance.

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.

ChatGPTChatGPTClaudeClaudeGeminiGeminiAI OverviewsAI Overviews
Smart Contract And Program Audit Procurement(2 queries)

how do I find a reputable firm for a solana program audit before mainnet

0/4 platforms mentioned

Core
ChatGPTChatGPT
1.OtterSec
2.Kudelski Security
3.Cyberscope
4.BlockSec
5.Marinade

+11 more

ClaudeClaude
1.Accretion
2.OtterSec
3.Raydium
4.CoinFabrik
5.Cyfrin

+2 more

GeminiGemini
1.Zellic
2.Halborn
3.Solana Foundation
4.Trail of Bits
5.Consensys Diligence

+8 more

AI OverviewsAI Overviews
1.CoinFabrik
2.Zellic
3.Solana Foundation
4.Wormhole
5.Pyth

+13 more

what is the best process for auditing a complex defi protocol, who are the top firms for this

0/4 platforms mentioned

Core
The Risk-Averse DeFi Protocol Lead · Chief Technology Officer
ChatGPTChatGPT
1.OpenZeppelin
2.ConsenSys Diligence
3.Certora
4.Echidna
5.Sherlock

+6 more

ClaudeClaude
1.Cyfrin
2.ZKsync
3.Chainlink
4.Wormhole
5.Securitize

+20 more

GeminiGemini
1.Slither
2.MythX
3.Oyente
4.Echidna
5.Foundry

+7 more

AI OverviewsAI Overviews
1.Zealynx
Competitive Landscape

Competitive Landscape

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

1Trail of Bits44 mentions
2OpenZeppelin33 mentions
3Consensys Diligence31 mentions
4CertiK30 mentions
5Quantstamp25 mentions
6Halborn24 mentions
7Hacken19 mentions
8OtterSec17 mentions
9Cyfrin16 mentions
10Slither16 mentions
11Macro0 mentions
Brand Identity

Brand Voice & Style

How AI perceives Macro's communication style and personality

Macro communicates with a tone that is highly authoritative and technically precise, reflecting their status as elite security experts. They maintain a professional, transparent, and partnership-oriented demeanor, prioritizing trust and clear communication over marketing fluff.

Core Tone Traits

Authoritative & Expert

Demonstrates deep technical knowledge and industry-leading security standards.

Transparent & Direct

Communicates clearly about processes, findings, and the value of their work.

Professional & Reliable

Maintains a serious, high-integrity approach suitable for high-stakes financial protocols.

Partnership-Oriented

Focuses on long-term relationships and collaborative problem-solving with clients.

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 9, 2026.

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