Free AI Visibility Checkers: What They Measure and Where They Mislead You
Free AI visibility checkers are useful for one thing and misleading about several others. Here is what they measure, where they break, and how to use them well.
Spend Analysis Without a BI Team: A Procurement Leader’s Practical Guide
Most mid-market procurement functions have an AP system full of spend data and no reliable way to see what it means — by category, by supplier, by business unit. This guide walks through the exact methodology for extracting clean data from your ERP, applying a practical two-level classification taxonomy, building a spend cube in Power BI, and surfacing the 80/20 insights that actually drive sourcing decisions — no BI team required.
Best AI Visibility Tools in 2026: An Honest, Tested Comparison
A fair comparison of AI visibility tools in 2026: Profound, Semrush, Ahrefs Brand Radar, Peec AI, Otterly and ARIA, on the dimensions that actually decide fit.
AEO vs GEO vs SEO: Three Acronyms Explained Without the Hype
SEO, AEO and GEO are not three departments. Here is what each term actually means, where they genuinely diverge, and which one deserves your budget.
Procurement Technology in 2026: What to Buy, What to Build, What to Skip
The procurement technology market in 2026 is not short of options — it is short of honest guidance on which capabilities are production-ready versus aspirational. This post provides a structured assessment of the P2P platform landscape (Coupa, SAP Ariba, Ivalua), contract lifecycle management, spend analytics, and AI-driven intake, with a decision framework calibrated to mid-market organizations by maturity level. If your team is evaluating procurement technology investment, this is where to start before you talk to a vendor.
AEO vs SEO: What Actually Changes When Answer Engines Replace Blue Links
A practical account of what transfers from SEO to answer engine optimization, what stops mattering, and how to run both without doubling your budget.
What Is a Good AI Visibility Score? Benchmarks and How to Read Yours
There is no universal AI visibility benchmark. Here is what these scores measure, how to interpret yours, and how to build a benchmark that means something.
Category Management in Practice: A Step-by-Step Implementation for Mid-Market
Mid-market companies routinely lose significant value through fragmented, unmanaged procurement — not because they lack sourcing capability, but because they have never built the operating model that makes category management work. This guide walks through the five core implementation steps: spend segmentation, addressability assessment, category plan structure, stakeholder model design, and wave sequencing for maximum early momentum.
How to Check If ChatGPT Cites Your Website (Free, in Under 10 Minutes)
A free, ten-minute procedure to find out whether ChatGPT cites, mentions or ignores your website, and how to read the results without fooling yourself.
What Is AI Visibility? The 2026 Definition, Metrics and How to Measure It
AI visibility is how often answer engines retrieve, name and cite your brand. Here is the 2026 definition, the metrics that matter, and how to measure them.
