LinkedIn Content Strategy & Writing Style
Get Discovered by AI - ChatGPT Apps, MCP-Apps & MCP | Co-founder, ghostteam.ai & appdiscoverability.com
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Elliot Garreffa positions himself as a pioneer in the emerging field of AI discoverability, moving beyond simple development to focus on how brands survive in an agentic economy. His content strategy centers on the Model Context Protocol (MCP) and the high-stakes reality that "if the LLM can't find you, you don't exist," effectively pivoting the traditional SEO conversation toward generative UI and agent optimization. He is notable for bridging the gap between technical protocol adoption and commercial visibility, offering a unique intersection of live LLM monitoring and conversational testing. By documenting his presence at major summits and his work with Ghost Team, he establishes a reputation as a strategic architect for companies navigating the transition from traditional search to AI-native brand presence.
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6.8
22
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if the LLM can't find you, you don't exist it's as simple as that everyone is building ChatGPT Apps & MCP Apps, getting them live and then... job's done, right? unfortunately not. once you're a…
The creators of MCP Apps Liad Yosef & Ido Salomon giving their keynote at MCP Dev Summit Incredible early traction for the standard having it accepted into so many major AI clients in just a few mon…
what a conference! MCP Dev Summit in NYC was something special 1,200 attendees and many of the greatest minds shaping the protocol, platforms and use cases surrounding the ecosystem Ghost Team gav…
Ghost Team has landed in SF for HumanX! (Was going to do the classic SF photo at the bridge but didn’t have time 😅) If you’re at HumanX or in SF and want to talk about getting your brand discover…
6.8 posts/week
Posts / Week
1.4 days
Days Between Posts
1
Total Posts Analyzed
HIGH
Posting Frequency
35.5%
Avg Engagement Rate
DECREASING
Performance Trend
120
Avg Length (Words)
HIGH
Depth Level
ADVANCED
Expertise Level
0.86/10
Uniqueness Score
YES
Question Usage
0.25%
Response Rate
Writing style breakdown
<start of post>
the future of search isn't search at all. it's discovery.
everyone is obsessed with how to rank on google, but they're missing the shift happening right under their noses.
if the agent can't find your data, your brand doesn't exist in the new economy.
Ghost Team spent the last week in London talking to developers and founders about this exact problem.
the consensus?
we're moving from a world of "links" to a world of "answers"
if you're building an MCP app or an AI agent, you can't just ship it and hope for the best. you need to be intentional about how that agent perceives your value.
we've been running some tests on appdiscoverability .com to see how different llms prioritize certain data structures over others.
the results are... surprising.
agent-first indexing
semantic hierarchy testing
real-time prompt monitoring
we'll be dropping the full report on this next week.
if you're in the space and want to see the early data, drop a comment or shoot me a DM.
the iceberg is much bigger than it looks 🧊
next stop ➡️ NYC 🇺🇸
<end of post>
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