Query Fan-Out: What It's Really Telling You, and How to Act On It

Query fan-out shows what LLMs already believe about your category. Learn how to read it for positioning, not just content ideas

Best PromptWatch alternative for B2B | Pricing, reviews and more

PromptWatch is genuinely one of the better AI visibility tools in the category. Here's our honest review. PromptWatch Reviews If you search for PromptWatch reviews online, you'll find people who love it, but also people raising genuine concerns: "Promptwatch has more UX errors and bugs

Data reliability in GEO tools: you're probably being lied to

If you're a B2B marketer using an AI search optimization tool, you're probably making decisions based on the data it gives you. - Which prompts to track - Where you stand against competitors - Whether your strategy is working. But what if that data isn'

Best Otterly AI Alternative for GEO | Pricing, Reviews, Funding and More

Otterly AI is one of the better AI search monitoring tools out there. But there's a catch. Here's our honest review.

How Chatgpt Works & Can ChatGPT Answers Even Be Influenced?

A year ago, the question everyone was asking about AI search was whether it was big enough to care about. Now the question has shifted. It’s whether there’s anything you can actually do about it. If you’re reading this, you’re probably in camp two. You know

Best Scrunch AI Alternative for GEO | Pricing, Reviews, Funding and More

Considering Scrunch AI for GEO? See what it actually does, what it does not do, and learn about a better alternative.

Best Peec AI alternative for GEO | Pricing, reviews, funding & more.

Considering Peec AI for AI search? See how Peec AI and Chosenly compare on data, prioritization, automation, reviews, and pricing.

GEO Strategy Guide 2026 (5 Step Framework for B2B)

The 5 step framework to to do GEO (generative Engine Optimization right.

Outreach Guide: How to Get Listicle & Citation placements for AI SEO visibility (2026)

A step-by-step guide for B2B marketing teams who want to show up in AI search results by earning placements in the listicles and blog posts that LLMs actually cite. When a buyer asks ChatGPT "what is the best project management tool for SaaS companies," the answer does not

ChatGPT Ads Are Coming. Here’s What Actually Matters

TL;DR * ChatGPT ads are coming. They're B2C-first, US-first. * Ads won't influence the answers themselves (yet). * Advertisers won't see the exact prompts users type , just like there's no GSC for ChatGPT today. * We're very skeptical about whether the ad controls

Study by Rand Fishkin: LLMs are inconsistent. Are AI search tools even useful?

Most SEOs today basically grew up on Rand Fishkin’s Whiteboard Fridays. He founded Moz, one of the most influential SEO companies in the world, and later built SparkToro and Alertmouse, both focused on understanding online visibility and perception. He recently published a data backed study concluding: “AI systems are

Top 10 AI Generative Engine Optimisation Tools in 2026 [Research paper]

Tool Multi-Region & Multi-Product Line Support Bias & Hallucination Detection Enterprise Security Standards Role-Based Access Control Dedicated Success Team Chosenly Yes Yes Coming Soon No Yes Profound Partial (only Multi-Region) No Proof Yes Yes Yes Hall No Proof No Proof No Proof Yes Yes AthenaHQ Partial (only Multi-Region) Yes No

Ishaan Shakunt