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Conversion Attribution for Physical Properties: How to Prove Which Channels Actually Drive Walk-Ins

You spent $40,000 last quarter. Billboards on the interstate. A direct-mail drop to 12,000 households. Paid social. A dedicated phone line printed on every postcard. The building filled, the tours got booked, the memberships closed — and then your CFO asked the only question that matters: which of those channels did the work?

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What Is an Agentic Operating System?

An agentic operating system (agentic OS, or AOS) is the operating model a business runs on when AI agents—not just people or scripts—do the work: a coordinated layer of agents, shared context, guardrails, evaluations, and orchestration that turns one-off AI experiments into a system that ships real business outcomes on repeat.

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Why Many Minds Beat One — Adversarial and Role-Based Agents and the Vector Space of Meaning

There is a quiet assumption buried in most enterprise AI adoption: that the path to better output is a better single prompt. Refine the wording, add more context, raise the stakes in the instruction, and the model will eventually produce the answer you wanted. That assumption is responsible for a lot of plateaued AI programs. It treats a probabilistic system as if it had one best answer waiting to be unlocked by the right key.

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Agentic AI: What It Is and Why It Matters

Agentic AI is software given a goal that it pursues across many steps on its own — planning the work, using tools, checking its results, and correcting course — without a person driving each move. Where generative AI produces an output when prompted, agentic AI runs an entire process to completion, deciding each step itself within boundaries you set.

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A Guide to Policy-Making for GPTBot & Web Scraping by Generative LLMs

In 2023, the question was simple enough to answer in a hallway conversation: "Should we block GPTBot?" You added one line to robots.txt, felt vaguely responsible, and moved on.

That question is now obsolete — not because the answer changed, but because the question was wrong. There is no single bot. There is no single decision. And the line in robots.txt you added two years ago is almost certainly costing you visibility in the exact channel that is replacing the search traffic you used to depend on.

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Cybersecurity in 2026: The Definitive Guide for SMBs to Protect What Matters Most

Small and medium-sized businesses face an unprecedented cybersecurity crisis in 2026. Despite accounting for 43% of all cyberattacks and over 70% of data breaches, 51% of SMBs still operate without any cybersecurity measures in place.
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Mautic Best Practices Checklist For A Successful Campaign Management

This article provides a checklist to confirm current Mautic configuration against our best practices. Check it out to clear your doubts about Mautic configuration in a hassle-free way. 

 

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The Secret Sauce: Facet's B2B Sales Prospecting Stack

This article is going to serve as a catch-all explainer for how Facet prospects: our technology stack, and how we manage our outreach.

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