Observation + Analysis → Published judgment

Insights

Field observations. Frameworks we use. Arguments we stand behind. No hype. No predictions 10 years out.

AI-Optimized SEO: how to prepare your site for search engines and AI models
CAPABILITIES · DEC 2025

AI-Optimized SEO: how to prepare your site for search engines and AI models

AI-Optimized SEO prepares your site for Google AND LLMs: clear semantic structure, direct answers, FAQ schema, first-party data, and an author with credentials. The post-Google era requires optimizing so ChatGPT/Claude c

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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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Optimize your sales campaigns with artificial intelligence. Get started today!
CAPABILITIES · OCT 2025

Optimize your sales campaigns with artificial intelligence. Get started today!

Optimizing sales campaigns with AI starts with clean data: AI amplifies what’s already structured (CRM, web events, segmentation). Primary use cases: lead scoring, A/B testing email subject lines with an LLM, predictive

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Man analyzing a printed document, illustrating “Artificial intelligence for A/B testing in ecommerce”
CAPABILITIES · APR 2025

Artificial intelligence for A/B testing in ecommerce

AI for ecommerce A/B testing: generate variants (headlines, CTAs, images) with an LLM, allocate traffic using bandit algorithms (not 50/50 static), and declare a winner sooner with fewer visitors. Properly implemented: 3

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AI to improve reviews and reputation in e-commerce
INDUSTRIES · APR 2025

AI to improve reviews and reputation in e-commerce

AI improves reviews and reputation in e-commerce by automating three workflows: personalized post-purchase requests (the right timing and channel for each segment), responses to reviews at scale in the brand’s voice, and

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AI for customer behavior analysis in ecommerce
INDUSTRIES · APR 2025

AI for customer behavior analysis in ecommerce

AI for customer behavior analysis in ecommerce identifies patterns that traditional reporting misses: micro-segments based on browsing paths, points of friction, churn prediction, and “gateway” products that increase LTV

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AI applied to predictive sales analytics in ecommerce
CAPABILITIES · APR 2025

AI applied to predictive sales analytics in ecommerce

Predictive sales analytics with AI in ecommerce can forecast demand, identify customers with a high likelihood of repeat purchases or churn, anticipate trending products, and plan inventory accurately. Replace intuition-

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AI in E-commerce: Technical Solutions for Stores in Latin America
CAPABILITIES · MAR 2025

AI in E-commerce: Technical Solutions for Stores in Latin America

Technical AI solutions for e-commerce in Latin America: dynamic pricing with MercadoLibre as a benchmark, multi-country translation/localization, integration with WhatsApp Business (channel #1 in LATAM), local payment ga

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How ChatGPT and other AI tools are changing the SEO game in 2024
CAPABILITIES · MAR 2025

How ChatGPT and other AI tools are changing the SEO game in 2024

ChatGPT and AI tools are changing SEO on three fronts: keyword research with semantic intent, drafts at 10x speed with consistent quality, and automated on-page optimization. What they DON’T change: the need for human re

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Modern workspace with a casually dressed professional, illustrating “The role of AI in optimizing Core Web Vitals to improve
CAPABILITIES · MAR 2025

The role of AI in optimizing Core Web Vitals to improve search rankings

AI optimizes Core Web Vitals by analyzing waterfalls, suggesting lazy loading, automatically compressing images to WebP/AVIF, and prioritizing critical resources. Stack: Lighthouse CI + LLM for analysis + plugins (WP/Mag

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Using AI to create engaging, SEO-optimized meta descriptions
INDUSTRIES · MAR 2025

Using AI to create engaging, SEO-optimized meta descriptions

Create SEO-optimized meta descriptions with AI: a batch pipeline (LLM + target keyword + brand voice + CTA + 155-character limit) processes hundreds of URLs in minutes. When implemented well: +15-30% CTR in SERPs. Key: i

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Predictive analytics to identify changes in search algorithms using artificial intelligence
CAPABILITIES · MAR 2025

Predictive analytics to identify changes in search algorithms using artificial intelligence

AI-powered predictive analytics detects changes in search algorithms before they’re announced by monitoring rankings + CTR + impressions by topic cluster with anomaly detection. This makes it possible to react in days, n

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Strategies for Adapting Existing Content with AI and Keeping It Relevant
CAPABILITIES · MAR 2025

Strategies for Adapting Existing Content with AI and Keeping It Relevant

Adapt existing content with AI to keep it relevant: identify posts with declining traffic in GSC, audit gaps against current competitors with an LLM, rewrite outdated sections, and update stats, screenshots, and links. T

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SEO for images and videos: How AI tools can improve your visual search rankings
CAPABILITIES · MAR 2025

SEO for images and videos: How AI tools can improve your visual search rankings

SEO for images and videos with AI: automatic generation of descriptive alt text, video transcription for captions + indexing, complete schema.org ImageObject/VideoObject markup, SEO-friendly file names. Brands that inves

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How AI helps optimize content for Google Discover
METRICS · MAR 2025

How AI helps optimize content for Google Discover

Optimizing for Google Discover with AI requires: emotional, non-clickbait headlines; high-resolution images (>1200px) with context; editorial freshness (publishing consistently); a mix of evergreen and trending content;

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Creating evergreen content using AI: Ensure consistent traffic to your site
CAPABILITIES · MAR 2025

Creating evergreen content using AI: Ensure consistent traffic to your site

Evergreen content with AI: identify topics that don’t expire (definitions, step-by-step guides, comparisons), produce content with LLMs + human research, and update every 6 months with new stats. Done well, each post gen

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Thoughtful planner analyzing strategy, illustrating 'Identifying high-impact keywords with tools for
METRICS · MAR 2025

Identifying high-impact keywords with artificial intelligence tools

Identifying high-impact keywords with AI goes beyond volume: cluster by intent (informational, commercial, transactional), assess domain-adjusted difficulty, and map gaps vs. competitors with potential. Stack: Ahrefs/Sem

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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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