Canonical Tags in the AI Search Era: What Still Applies
Canonical tags are one of those unsexy pieces of SEO infrastructure that almost nobody thinks about until something breaks. A single line of HTML in the head of a page, telling search engines which UR...
Information Gain: The Hidden Ranking Factor for AI Search
The metric Google patented but barely talks about In June 2022, Google was granted patent US20200349181A1, a system for measuring how unique a piece of content is compared to everything else available...
Brandlight Alternatives: 6 Accessible AI Visibility Tools
Brandlight built its reputation on enterprise-grade AI visibility monitoring. It works, but only if you can clear the hurdles. The pricing is opaque. The sales cycle runs weeks. Onboarding can stretch...
Scrunch AI Alternatives: 6 Better Choices for AI Brand Tracking
Scrunch AI focuses on mention tracking, and that is most of what it does. You see when your brand shows up in an LLM answer. What you do not get is serious, actionable competitor comparison, prompt-le...
Structured Data vs Unstructured Content: Which Wins in GEO?
One of the most-debated questions in GEO is also one of the most poorly framed: structured data vs unstructured content. Which wins? The framing implies you have to pick one. You don't. They're comple...
The "SEO vs GEO" Debate Is Wrong — Here's What to Focus On Instead
Stop arguing about acronyms You've seen the SEO vs GEO debate play out a hundred times. WIRED says abandon SEO for GEO. Andreessen Horowitz declares SEO dead. Google representatives insist good SEO is...
Goodie AI Alternatives: 6 AI Visibility Platforms to Consider
Goodie AI has a consumer-feel UX that is nice to look at and frustrating to work in. Competitor intelligence is thin, reporting is basic, and the platform does not hold up when a marketing team needs ...
Rankscale Alternatives: 6 Better Tools for AI Search Tracking
Rankscale was built on traditional rank-tracking concepts, which do not map cleanly to LLMs. LLM outputs are non-deterministic. Ask the same prompt twice and you can get different answers, different c...
Why Great GEO Is Still Great SEO (And Why Most People Get This Wrong)
The argument that won't go away Every week, someone publishes a take arguing that SEO is dead and GEO has replaced it. Every other week, someone publishes a take arguing that GEO is just SEO rebranded...
Chunking for LLMs: How to Format Content for AI Retrieval
One of the most under-discussed concepts in GEO is also one of the most fundamental: chunking. It's the process of breaking content into the smaller units AI systems actually retrieve and reuse. Every...
AthenaHQ Alternatives: 6 AI Visibility Tools Worth Considering
AthenaHQ is an early-stage AI visibility product with a clean pitch and a narrow reality. Engine coverage is limited to a handful of the most obvious LLMs. Prompt-level insights are surface-deep, and ...
Writesonic Alternatives: 6 Better AI Visibility Tools in 2026
Writesonic is an AI writing platform that bolted on AI visibility tracking as one feature among many. At $199 per month for the business tier, you are paying for a bundle of generators, chatbots, and ...
How to Make Your Site Easier for AI Crawlers to Read
Most teams obsess over what AI engines say about them and ignore the much simpler upstream question: can the AI engines actually read their site? The answer is often no, not because the content is bad...
How Gemini Surfaces Brands and Citations in Its Answers
The model that prefers brand-owned content Yext analyzed 6.8 million citations across Gemini, ChatGPT, and Perplexity and found that the three engines have very different sourcing strategies. Of the t...
AI SEO Tools vs Traditional SEO Tools
Semrush, Ahrefs and Moz built the SEO category. They earned their reputation tracking keyword rankings, backlinks and site audits for a Google-centric world. That world is still here. It is just no lo...
Best Tools for Ranking in ChatGPT
There are now dozens of tools claiming to help brands "rank in ChatGPT." Most of them pick one engine, run a few prompts, and call it a product. A few are genuinely built for the new reality. Here is ...