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Claude + MCPs Isn’t a Semantic Layer: What Breaks When You Analyze Your Business Without One
AI

Claude + MCPs Isn’t a Semantic Layer: What Breaks When You Analyze Your Business Without One

TL;DR Ask Claude for your average sales cycle today. Ask again next Tuesday. Same prompt, same MCPs, same playbook. There is a real chance the ...

by Nevena Rudan · Sep 24

Why Do AI Tools Give Different Numbers for the Same Question?
Dev Insights

Why Do AI Tools Give Different Numbers for the Same Question?

You can ask two AI tools the same question about your data and get different answers, even when both have access to the same system. ...

by Mateja Verlic Bruncic · Aug 12

How to Do Organic Social Media Reporting Across Every Platform Without Blending Vanity Metrics
AI

How to Do Organic Social Media Reporting Across Every Platform Without Blending Vanity Metrics

Organic social reporting collapses into vanity metrics whenever the reporter runs out of time to dive deeper, which is most of the time. Follower counts ...

by Nevena Rudan · Sep 24

Best MCP Servers for Cross-Tool Business Analysis: Why Most Marketing and Sales Stacks Can’t Compute the Metrics That Matter
AI

Best MCP Servers for Cross-Tool Business Analysis: Why Most Marketing and Sales Stacks Can’t Compute the Metrics That Matter

Single-platform MCP servers solve the data-fetching problem. They don’t solve the problem that actually matters: computing the cross-tool metrics your decisions depend on. TL;DR Every ...

by Nevena Rudan · Sep 24

How to Use the HubSpot MCP with Claude, What It Does Well, and How Databox MCP Completes the Picture
AI

How to Use the HubSpot MCP with Claude, What It Does Well, and How Databox MCP Completes the Picture

HubSpot’s MCP connection gives Claude real command of your CRM, from deal lookups to record updates. What it cannot hand over is your business context, ...

by Nevena Rudan · Oct 8

AI for Customer Success: What an Agent Can Actually Do (and What It Needs to Do It Right)
AI

AI for Customer Success: What an Agent Can Actually Do (and What It Needs to Do It Right)

Four capabilities, what each one requires from your data, and the test that tells you whether you can act on the output. TL;DR An AI ...

by Nevena Rudan · Oct 8

Why Automated Marketing Briefs Earn Their Keep (and When They Don’t)
AI

Why Automated Marketing Briefs Earn Their Keep (and When They Don’t)

Automated briefs earn their keep by preserving judgment quality at the moment a decision has to happen. They don’t just save time; they surface patterns ...

by Nevena Rudan · Sep 24

AI for Ecommerce: The Interesting Possibilities Are Between Your Tools, Not Inside Them
AI

AI for Ecommerce: The Interesting Possibilities Are Between Your Tools, Not Inside Them

Every tool in your stack now has AI inside it. The questions that move your P&L live between them. TL;DR Almost every tool in your ...

by Nevena Rudan · Oct 8

AI Sales Forecasting: The Data Your CRM’s AI Can’t See
AI

AI Sales Forecasting: The Data Your CRM’s AI Can’t See

The pipeline is in the CRM. The forecast isn’t. TL;DR Your AI tool is connected to Salesforce. You ask: “What’s our realistic Closed-won revenue for ...

by Nevena Rudan · Sep 24

AI Marketing Forecasting: The Plan Is Only as Good as the Data It Can See
AI

AI Marketing Forecasting: The Plan Is Only as Good as the Data It Can See

TL;DR Ask a Marketing Lead how the quarterly plan actually gets built. Not the strategy, the mechanics. The answer, in most teams, is a spreadsheet: ...

by Nevena Rudan · Sep 24

How to Use the Shopify MCP with Claude, What It Does Well, and How Databox MCP Completes the Picture
AI

How to Use the Shopify MCP with Claude, What It Does Well, and How Databox MCP Completes the Picture

Shopify’s MCP servers give Claude real command of your store, from storefront conversations to bulk product updates. Analytics is the one job they were never ...

by Nevena Rudan · Oct 8

The Analytical Work Business Users Won’t Hand Over to AI
AI

The Analytical Work Business Users Won’t Hand Over to AI

TL;DR The AI-analytics category has one operating assumption: AI’s job is to do more of what humans currently do. Adoption is measured by delegation surface. ...

by Nevena Rudan · Oct 8

How to Run a Monthly Financial Health Check for a Services Firm With QuickBooks
AI

How to Run a Monthly Financial Health Check for a Services Firm With QuickBooks

Services firms run on a specific financial rhythm that traditional business dashboards were not built for. Revenue is lumpy because invoices land when clients pay ...

by Nevena Rudan · Sep 24

How to Track Cross-Channel Paid Ads Performance
AI

How to Track Cross-Channel Paid Ads Performance

A manual walkthrough, and the Claude skill that does it for you. TL;DR Every cross-channel measurement guide tells you that you need an attribution platform. ...

by Nevena Rudan · Sep 24

How to Run Weekly SEO Reporting for Agency Clients With Google Search Console
AI

How to Run Weekly SEO Reporting for Agency Clients With Google Search Console

Weekly SEO reporting stops being weekly the moment an agency’s client roster crosses about eight accounts. Nobody has the time to pull Google Search Console ...

by Nevena Rudan · Sep 24

How to Run a Monthly Content Audit With GA4 and Search Console
AI

How to Run a Monthly Content Audit With GA4 and Search Console

A manual walkthrough, and the Claude skill that does it for you. TL;DR You don’t need a dedicated content analytics platform. GA4 already has the ...

by Nevena Rudan · Sep 24

How to Read YouTube Channel Performance Through Watch Time and Retention
AI

How to Read YouTube Channel Performance Through Watch Time and Retention

Views are the easiest YouTube metric to check and the least useful one to act on. What predicts whether a channel actually grows is watch ...

by Nevena Rudan · Sep 24

Salesforce MCP: Is CRM Data Enough for Your AI Agent?
AI

Salesforce MCP: Is CRM Data Enough for Your AI Agent?

TL;DR Connecting Salesforce to Claude via MCP is the advancement the SERP says it is. You authenticate once, your AI agent queries live CRM data, ...

by Nevena Rudan · Oct 1

Business Users Trust BI Tools More. They Reach for ChatGPT Anyway.
AI

Business Users Trust BI Tools More. They Reach for ChatGPT Anyway.

86% pick generative AI before any BI tool for analytical work. Trust ranks fourth in their reasons. Speed and convenience rank first. TL;DR BI has ...

by Nevena Rudan · Oct 8

Introducing the Skills Marketplace: AI analyses on your data, with expert judgment built in
Featured

Introducing the Skills Marketplace: AI analyses on your data, with expert judgment built in

The questions teams want answered, and what gets in the way Every team we talk to has a running list of questions they wish they ...

by Peter Caputa IV · Jun 30

How to Track AI Search Visibility With GA4 and Search Console
AI

How to Track AI Search Visibility With GA4 and Search Console

A manual walkthrough, and the Claude skill that does it for you. TL;DR Every AEO guide tells you that you need a dedicated AI visibility ...

by Nevena Rudan · Sep 24