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Insights & Updates

Discover the latest thoughts, insights, and updates from our team on AI, technology, and building the future.

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Animated image of a human agent, representing Agent Berlin standing on a server block that represents MCP
Wednesday, December 24, 2025
We've launched the first MCP server from an AEO/SEO platform. Now you can query your traffic data, search across your pages and competitors, and update your brand profile, all through natural language in ChatGPT, Claude, Cursor, or Claude Code.
Sherin Thomas (boatbuilder)
Illustration of a honey jar attracting AI icons like chatbot, search, eye, and speech bubble, with the text ‘Honeypot for AI SEO’ above.
Wednesday, September 3, 2025
We set up a honeypot to observe how AI agents like ChatGPT and Perplexity access web content. By monitoring their real-time queries, we uncovered key insights—such as how agents break down user questions and respond to tailored API endpoints—providing valuable benefits for content optimization and understanding agentic search behavior.
Sherin Thomas (boatbuilder)
Illustration of an AI robot examining a website through a magnifying glass, observing only a reflected version to symbolize cached content access
Thursday, August 21, 2025
AI search engines like ChatGPT and Perplexity often cite websites without live visits, thanks to clever caching and selective crawling. By observing these bots and AI Agents using a fake site, it’s clear they sometimes masquerade as regular browsers and rely heavily on previously stored content. This experiment uncovers how AI agents access and use online information, challenging common assumptions about analytics and web citations.
Sherin Thomas (boatbuilder)
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Wednesday, December 24, 2025
Sherin Thomas (boatbuilder)

Agent Berlin MCP Server is Live

We've launched the first MCP server from an AEO/SEO platform. Now you can query your traffic data, search across your pages and competitors, and update your brand profile, all through natural language in ChatGPT, Claude, Cursor, or Claude Code.

Friday, December 19, 2025
Sherin Thomas (boatbuilder)

Build Trust Fast Without Big Logos: Proof Assets Guide

Establish credibility without Fortune 500 clients using testimonials, transparency, third-party badges, and structured data that helps both humans convert and AI cite your authority.

Friday, December 19, 2025
Sherin Thomas (boatbuilder)

Marketing Automation vs Agency: Which Fits Your Startup?

Marketing automation costs 60-80% less than agencies while scaling infinitely. Learn when each approach works best for early-stage startups with limited budgets.

Friday, December 19, 2025
Sherin Thomas (boatbuilder)

How AI Automates Inbound Marketing for Small Teams

AI-powered automation eliminates repetitive inbound marketing tasks, letting small teams achieve enterprise-level output without hiring. Execute faster with intelligent workflows.

Friday, December 19, 2025
Sherin Thomas (boatbuilder)

How AI Marketing Platforms Drive Multi-Channel Growth

AI marketing platforms automate optimization across Google, ChatGPT, and social channels, delivering measurable growth through real-time adjustments and unified analytics.

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