Observation + Analysis → Published judgment

AI methodology and governance

How to assess, prioritize, and govern AI projects in midsize companies: roadmaps, committees, policies, change management, and compliance.

Leadership team turns an artificial intelligence license into an operational workflow
METHODOLOGY · OCT 2026

A license isn’t implementation: what a company needs after subscribing to Claude or ChatGPT

Subscribing to Claude or ChatGPT makes a tool available; implementing it requires processes, data, controls, training, metrics, and accountable owners.

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What information does a consultancy need to quote an AI implementation?
METHODOLOGY · OCT 2026

What information does a consultancy need to quote an AI implementation?

Learn what information a consultancy needs to quote an AI implementation: process, data, systems, users, risks, scope, and metrics.

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AI for risk management: analyzing information is not predicting incidents
METHODOLOGY · OCT 2026

AI for risk management: analyzing information is not predicting incidents

Learn what AI can do in risk management, why analyzing reports is not the same as predicting incidents, and how to validate a responsible pilot.

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Programmer focused on writing code, illustrating “AI consulting for businesses in Mexico: what to expect, how much it costs
METHODOLOGY · APR 2026

AI consulting for businesses in Mexico: what to expect, how much it costs, and how to choose the right consultant

AI consulting in Mexico typically starts at $200k-$1M MXN for an assessment + first use case, with monthly retainers of $50k-$300k. A reputable consultant requires an assessment before making a proposal, measures ROI fro

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Team collaboration in a corporate office, illustrating “How to create content with AI for your company without losing brand voice”
METHODOLOGY · APR 2026

How to create content with AI for your company without losing brand voice or quality: process and editorial control

Creating content with AI without losing your brand voice requires three elements: explicit brand guidelines as prompt context, examples of your own tone (not generic templates), and a human editorial process before publi

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Professional discussion in an office overlooking the city, illustrating 'How to automate accounts payable with AI: from receiving invoices to recording them
METHODOLOGY · APR 2026

How to automate accounts payable with AI: from receiving invoices to recording them in your system without manual data entry

Automate accounts payable with AI: the LLM extracts invoice data from PDFs/images (OCR + parsing), validates it against the purchase order, queues it for approval, and records it in the ERP without manual data entry. Red

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Creative collaboration in an open workspace, illustrating “Mass optimization of product listings with AI: how to improve
METHODOLOGY · MAR 2026

Mass product listing optimization with AI: How to improve thousands of descriptions without a writing team

Mass optimization of product listings with AI: a batch pipeline (LLM + structured brief + SEO template + human QA) processes 1000+ SKUs in days instead of weeks. Immediate ROI in organic traffic and conversions. Works be

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GEO Methodology: The system that organizes your brand’s presence in AI
METHODOLOGY · JAN 2026

GEO Methodology: The system that organizes your brand’s presence in AI

The GEO methodology organizes your presence in LLMs into four phases: 1) audit of current visibility (ChatGPT/Claude/Perplexity), 2) prioritization of prompts where we want to appear, 3) content production with primary d

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GEO services for businesses: the new strategic layer of digital visibility
METHODOLOGY · JAN 2026

GEO services for businesses: the new strategic layer of digital visibility

GEO (Generative Engine Optimization) services are the new strategic layer of visibility: getting positioned in ChatGPT/Claude/Perplexity responses for the prompts your customers are already using. Traditional SEO is stil

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Professional GEO audit: advanced checklist for serious brands
METHODOLOGY · JAN 2026

Professional GEO audit: advanced checklist for serious brands

A professional GEO audit reviews 6 layers: 1) current visibility in LLMs (prompts × models), 2) schema markup quality (FAQPage, Article, Organization), 3) verifiable first-party data, 4) E-E-A-T signals (author, credenti

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GEO-first strategy: design your digital presence with AI in mind, not search engines
METHODOLOGY · JAN 2026

GEO-first strategy: design your digital presence with AI in mind, not search engines

GEO-first strategy: instead of writing for Google, you design your digital presence with how LLMs will process your content in mind. Semantic structure, direct answers that can be cited, primary data, complete schemas. S

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GEO SEO for Local Businesses: Simple Tactics with a Big Impact
METHODOLOGY · DEC 2025

GEO SEO for Local Businesses: Simple Tactics with a Big Impact

For local businesses, local GEO+SEO starts with three simple tactics: 1) a complete Google Business Profile + recent reviews, 2) consistent NAP across all directories, 3) an FAQ specific to your area on your website (rea

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GEO SEO strategy for businesses with many locations and channels
METHODOLOGY · DEC 2025

GEO SEO strategy for businesses with many locations and channels

GEO+SEO strategy for multi-location businesses: one page per location (not a generic page with a dropdown), LocalBusiness schema for each one, FAQs with real local questions, and a synced Google Business Profile. Brands

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SEO with AI: A practical framework for integrating models into your day-to-day operations
METHODOLOGY · DEC 2025

SEO with AI: A practical framework for integrating models into your day-to-day operations

AI SEO framework for day-to-day operations: 1) research (intent + competition) with Surfer/Frase, 2) drafts (briefs + outlines) with ChatGPT/Claude, 3) on-page optimization (entities, schema) with plugins, 4) reporting w

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AI-powered SEO audits: how to detect patterns an analyst can't spot at a glance
METHODOLOGY · DEC 2025

AI-powered SEO audits: how to detect patterns an analyst can't spot at a glance

AI-powered SEO audits detect patterns that manual analysis misses: URL cannibalization opportunities, content gaps versus competitors, technical crawl budget issues, and topical cluster opportunities. Stack: Screaming Fr

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AIO SEO in Mexico: the natural evolution of traditional SEO for the AI era
METHODOLOGY · DEC 2025

AIO SEO in Mexico: the natural evolution of traditional SEO for the AI era

AIO SEO in Mexico is the natural evolution of traditional SEO for the AI era: adding layers of structured data, content optimized for LLM citations, monitoring in AI Overviews, and cross-platform brand authority. Mexican

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Graphic designer working on a visual project, illustrating “Automating SEO audits with artificial intelligence: A
METHODOLOGY · MAR 2025

Automating SEO Audits with Artificial Intelligence: Save Time and Resources

Automating SEO audits with AI reduces the time required for a full audit from 20-40 hours to 1-3. Stack: crawler (Screaming Frog/Sitebulb) + LLM for pattern analysis + LLM reporting. Detect technical gaps, cannibalizatio

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Director leading a working session with their team
METHODOLOGY · AUG 2026

Implementing Claude at companies: a guide 2026 to costs, timelines, and use cases

Implementing Claude at a company takes 4 to 12 weeks: Claude Team for teams of 5-150 people, Enterprise with SSO and contractual no-training terms for hundreds of users, or the API for integrations. Costs combine per-use

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