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If you want to be discovered by LLMs, you have to build data they can rely on . I think we are getting closer to have "agentic web" which is not based on scraping your website but built on top of a standard (like MCP).
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Lior Mechlovich
1.1K posts
Lior Mechlovich
@liormech
Co-Founder & CTO @Salespeak_ai | Building https://t.co/LZJOBVjaEA - an open spec for how AI agents represent and evaluate companies | Prev CTO https://t.co/lXruC57Frx , AWS
San Francisco Katılım Temmuz 2009
393 Takip Edilen107 Takipçiler
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Imagine your browser doing the work for you. @Sigma_Browser AI agent logs in, navigates sites, fills forms, books flights—autonomously.
Powered by local Eclipse LLM for speed and zero data sharing. Saved me 15 mins on a repetitive task today.
This is the future of browsing. Who's ready to delegate? 🚀
Download: sigmabrowser.com #SigmaBrowser #AI
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@poezhao0605 We see the same shift on B2B sites. Its getting there ... salespeak.ai
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China’s fastest-growing AI revenue stream isn’t cloud. It isn’t chatbots.
It’s digital humans and AI agents replacing front-line salespeople. Baidu’s AI-native marketing grew 301% to $1.4 billion.
Millions of Chinese SMBs are solving labor shortages with AI. This is a monetization path the West hasn’t explored yet.
Poe Zhao@poezhao0605
The most important thing in Baidu’s latest earnings wasn’t a number. It was a label. Baidu reclassified search advertising as “Traditional Business.” The operation that defined Chinese internet for two decades now sits in the legacy column. AI revenue disclosed as a standalone segment for the first time: $5.8 billion, up 48%. China’s AI industry is entering a phase where revenue visibility matters more than model rankings. My latest analysis breaks down the four revenue streams that map China’s AI economy. hellochinatech.com/p/baidu-ai-rev…
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יש יותר ניאו מהמטריקס מאהבל כמוני שכל החיים התעסק במרקטינג, גיבורי על וכדורגל ישראלי כותב פקודה לקלוד קוד ורואה את הקוד רץ לבד?
בחיי זה קסם
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Just built something fun (and surprisingly powerful):
I created a connector (Aka Frontdoor)— an MCP server — that can plug into Claude (connector) or ChatGPT (app) and connect to any WebMCP-enabled site.
To test it, I hooked it up to salespeak.ai (Since all websites that has the salespeak widget expose a WebMCP tool )
Chrome for Developers@ChromiumDev
🤖 Make your website agent-ready with WebMCP, the new protocol for reliable, structured AI → goo.gle/3ZWqkzu Join @andreban and Francois Beaufort on @WeAreDevs as they dive into how WebMCP moves the web beyond human-only UI to high-performance agent architecture.
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🤖 Make your website agent-ready with WebMCP, the new protocol for reliable, structured AI → goo.gle/3ZWqkzu
Join @andreban and Francois Beaufort on @WeAreDevs as they dive into how WebMCP moves the web beyond human-only UI to high-performance agent architecture.
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@gILisH Love it! been using it since I saw it here and we just love it.
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Anthropic just launched Claude Code Review.
At Torii we built something similar two months ago.
Turned it on → Claude became our main PR reviewer within a day.
Pretty wild.
So we open sourced it.
Few minutes setup and Claude reviews your PRs.
github.com/toriihq/claude…
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@ChromiumDev Great Blog. I did create a connector - a MCP server (+ app/connector to claude/chatgpt) -that can connect to any WebMCP site.
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Pick the ideal AI protocol for your web build → goo.gle/40ZV4Qw
We explain how to use WebMCP for ephemeral browser interactions while reaching for MCP for persistent server-side needs and universal agent workflows.
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Take a bigger slice of the agentic web this #PiDay by shipping a literal pizza pie → goo.gle/3PaAVEL
To try: enable chrome://flags/#enable-webmcp-testing & install the Model Context Tool Inspector extension.
Share what "pi" you’d build below! 🍕
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Love the WebMCP zaMaker demo! It's cool to ask an agent "Pepperoni pizza for 3* and see the agent figure out the size, base, and toppings all by itself !
Chrome for Developers@ChromiumDev
Take a bigger slice of the agentic web this #PiDay by shipping a literal pizza pie → goo.gle/3PaAVEL To try: enable chrome://flags/#enable-webmcp-testing & install the Model Context Tool Inspector extension. Share what "pi" you’d build below! 🍕
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שאלתי כאן לפני כמה שבועות על מוצרי תמלול פגישות שטובים גם בעברית, אז אעדכן שאחרי שבדקנו כמה, התחלנו לעבוד עם Spinach.ai שעושה עבודה טובה מאוד. ביקשתי ממתן המנכ״ל שייתן לנו הנחה כי אנחנו סטארטאפ, אז סיכמנו שאם אפרגן להם כאן נקבל שלושה חודשים חינם. אז אני מפרגן באמת ובתמים, וגם חסכתי לנו איזה 200 דולר. כל דולר נחשב!
הנה התרגום האוטומטי לאנגלית מהעדכון של הצוות הבוקר:
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@Saboo_Shubham_ I think we can even make it better by allowing connecting from Claude/chatgpt to any website exposes webmcp actions
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Google Chrome just dropped an early preview of WebMCP.
Every website can now become a tool for AI Agents.
No screenshots, no DOM scraping, no separate server.
Let that sink in.
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How we build software @intercom is unrecognisable vs 12 months ago. We're fully Claude Code pilled and seeing enormous productivity gains. Excellent thread here from Brian on some things we're doing.
Brian Scanlan@brian_scanlan
We've been building an internal Claude Code plugin system at Intercom with 13 plugins, 100+ skills, and hooks that turn Claude into a full-stack engineering platform. Lots done, more to do. Here's a thread of some highlights.
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🚨 | BREAKING: Haas announce they will unveil a Godzilla-themed livery for the upcoming Japanese GP.
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זה האסטרואיד ריוגו, והוא עלול לשנות את כל מה שאנחנו חושבים על התפתחות החיים! אחת השאלות המרכזיות שחוקרים מתלבטים לגביה, היא איך התחילו החיים על פני כדור הארץ? יש לחיים פה כימיה מורכבת דנ״א חלבונים ותאים. המדענים יודעים איך נוצרו החומרים הכימיים הפשוטים ביקום וכיצד הגיעו לכדוה״א>
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Lior Mechlovich@liormech
We just open-sourced the Agentic Web spec. Ask ChatGPT "can I get a gluten-free cake from Rosa's Bakery for Saturday?" — today it scrapes and guesses. With the Agentic Web, it calls Rosa's MCP server, gets a signed answer with real prices, and places the order. Never leave the chat. It's an MCP Server Profile. Any business runs a server. Any AI agent connects. Responses are Ed25519-signed — "Verified by Rosa's Bakery" the way HTTPS shows a padlock. Spec: agentic-web.ai Code: github.com/salespeak-ai/a… The bakery example works. Clone it, curl it.
QME
AI agents are already evaluating your company. Before any human visits your site, before your SDR sends one email.
Most companies have zero interface for this.
I've been thinking about what that interface needs to look like. It's five layers. Skip one and the whole thing breaks.
Layer 1: DISCOVERY. Machine-readable identity -- what you do, what you offer, how you can be queried. Think DNS for company capability. Right now that's unresolved for most companies.
Layer 2: TRUTH. Verified, company-owned answers for what agents actually need: pricing, certifications, integrations, constraints. Right now they scrape and hallucinate. That's not an AI problem. You haven't given them a verified source.
Layer 3: INTERACTION. Evaluation isn't static. Agents need to qualify requirements, assess fit, ask clarifying questions. And it has to be intent-aware -- competitive research gets a different interaction than a security review.
Layer 4: ACTIONS. Start a trial. Generate a quote. Schedule a meeting. With guardrails -- permissioned, auditable, bounded. Agents aren't just browsing anymore. Actions require trust infrastructure.
Layer 5: GOVERNANCE. Permissions, approvals, guardrails, auditability. Without this layer everything stays in demo territory. That's the line between interesting and production-ready.
MCP handles interaction. NLWeb handles web querying. A2A handles agent-to-agent. UCP is working on commerce. But nobody is building the full stack. Each protocol is a layer. The canonical company interface is what holds them together.
My co-founder @liormech and I published the open specification for this: agentic-web.ai
Company identity on the agentic web is currently unresolved. We're working on the resolver.
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We just open-sourced the Agentic Web spec.
Ask ChatGPT "can I get a gluten-free cake from Rosa's Bakery for Saturday?" — today it scrapes and guesses. With the Agentic Web, it calls Rosa's MCP server, gets a signed answer with real prices, and places the order. Never leave the chat.
It's an MCP Server Profile. Any business runs a server. Any AI agent connects. Responses are Ed25519-signed — "Verified by Rosa's Bakery" the way HTTPS shows a padlock.
Spec: agentic-web.ai
Code: github.com/salespeak-ai/a…
The bakery example works. Clone it, curl it.
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