Blog

What the engines say —
and how to change it

Every post is written through BrandKarma and served over its own API. If a prompt about your category does not name you, request the report.

See what AI says about you
GEO
A cited domain is not always a named brand, so measure both

Evaluating **AI citations vs brand mentions** helps explain how a company appears in generative search. An answer engine may use a website as a source withou...

GEO
High-converting AI referrals are not enough to justify an AI visibility budget

High-converting AI referrals are not enough to justify an AI visibility budget because direct traffic alone may not support an enterprise business case. To u...

GEO
One AI answer is not a result: measure visibility across prompts, platforms, and time

Learning how to monitor AI search visibility is a measurement problem, not a matter of checking whether one answer mentions your brand. AI visibility varies ...

Treat schema as corroboration, not an AI citation tactic
GEO
Treat schema as corroboration, not an AI citation tactic

Schema markup is best understood as a way to corroborate visible facts, not as an independent driver of generative recommendations. Google says that no speci...

AI recommendations rely on an evidence map, not a better brand page
GEO
AI recommendations rely on an evidence map, not a better brand page

Brand entity optimization for AI search is the practice of making a company’s facts, products, and capabilities clear and verifiable across the web. It exten...

AEO Best Practices: Answer Engine Optimization for Online Retailers
GEO
AEO Best Practices: Answer Engine Optimization for Online Retailers

Answer Engine Optimization (AEO) for ecommerce is about structuring your product data, content, and customer signals so AI systems like Google AI Overviews, ...

Using Google Search Console to Uncover AI Optimization Opportunities for Online Stores
GEO
Using Google Search Console to Uncover AI Optimization Opportunities for Online Stores

Google Search Console (GSC) has evolved into a powerhouse for **GSC insights AI SEO ecommerce** strategies, especially as AI-driven search like Google AI Ove...

Crafting Editorial Content That Dominates AI Overviews and ChatGPT Responses
GEO
Crafting Editorial Content That Dominates AI Overviews and ChatGPT Responses

In 2026, mastering **editorial content GEO ecommerce** means creating authoritative narratives that AI engines like Google AI Overviews and ChatGPT cite dire...

Structuring Product Data for AI Agents and Agentic Commerce in 2026
GEO
Structuring Product Data for AI Agents and Agentic Commerce in 2026

In the fast-evolving world of ecommerce, optimizing **product data for AI agents in ecommerce** is no longer optional—it's the foundation of agentic commerce...

Generative Engine Optimization for Ecommerce: The 2026 Ultimate Playbook
GEO
Generative Engine Optimization for Ecommerce: The 2026 Ultimate Playbook

In 2026, the ecommerce landscape is undergoing a seismic shift as generative AI engines like ChatGPT, Perplexity, Google AI Overviews, and Claude redefine ho...

The Complete Guide to Monitoring AI Visibility for Ecommerce Brands
GEO
The Complete Guide to Monitoring AI Visibility for Ecommerce Brands

Imagine this: AI search traffic has surged 527% year-over-year, capturing 12-15% of the global search share, yet most ecommerce brands remain invisible in AI...

GEO
From 10 Tools to One: The Accidental Journey to Building BrandKarma

The founder of BrandKarma shares the personal story behind the platform—from the frustration of juggling fragmented tools like Ahrefs and Google Ads to the creation of a unified solution for SEO, content, and performance marketing.

GEO
AI Visibility Platform vs Alternatives: A Comparison

In today's AI-driven world, where procurement teams and engineers increasingly turn to tools like ChatGPT and Perplexity for supplier recommendations, conduc...

GEO
The Complete Guide to AI Visibility Platforms

In today's digital landscape, where artificial intelligence (AI) is reshaping how businesses discover and select suppliers, staying visible to AI-driven search has become a competitive edge.

Top AI Visibility Platform Mistakes to Avoid

In the rapidly evolving world of B2B eCommerce, AI visibility platforms have become essential for suppliers aiming to stay ahead in AI-driven procurement sea...

GEO
An Introduction to Generative Content Optimization

For decades, we’ve spoken the language of search engines. We mastered keywords, backlinks, and schema, all to win a prized spot on the search results page. But the digital landscape is undergoing a seismic shift. Now, instead of just finding links, users are getting answers, summaries, and recommendations directly from Generative AI. Learn how to monitor and improve your visibility and that of your competitors.

GEO
Stop Calling it "AI Search"

In response to more and more traffic (and with it, success of digital offerings) moving from web search to LLMs, the term "AI Search" has been used, but it's misleading - after all, it might not really be an intentional search that gets your product mentioned.

See what AI says about you

If a prompt about your category does not name you, request the report. We run your top categories across ChatGPT, Perplexity and Gemini.

See what AI says about you