Search every headline we hold across all 46 sources — including the UX, conversion and marketing feeds that are deliberately kept off the front page. Combine words in any order, quote a phrase for an exact match, or prefix a word with a minus sign to exclude it.
Key takeaways: Treat citation volatility as normal. It seems to be a built-in trait of AI answers, and it may change significantly with model updates. So, aim to appear more often over time, not to…
Algorithm updates and endless manual workflows are draining. On Nov. 4, learn how AI transforms marketing automation into your strongest strategic partner.
Ask ChatGPT the same question today and tomorrow, and you will often get two different answers. Sometimes your brand is mentioned, sometimes it isn’t. So can AI visibility be measured at all? It can…
Buyers now ask ChatGPT, Gemini, and Perplexity for recommendations before they ever open a search results page, and marketers need a way to see whether their brand shows up in those answers. That’s…
Profound and Bluefish AI both help marketing teams measure how brands appear in AI-generated answers, including visibility, citations, and competitive presence. Profound and Bluefish AI differ in…
Learning how to identify content gaps for AI visibility starts with a question that traditional content gap analysis doesn’t always answer: where could a brand contribute something useful to an…
Marketers choosing between Ahrefs Brand Radar and Profound are really asking whether AI visibility belongs in your SEO suite or in a dedicated AEO platform. Brand Radar is the first option, Profound…
Large language model (LLM) visibility tools track brand mentions, citations, and share of voice across answer engines. According to Digitaloft, 80% of users rely on zero-click results at least 40% of…
Garrett French, Valerie Cecil and James Wirth of Citation Labs tell Greg Sterling and Mike Blumenthal how a link-building agency rebuilt itself for AI visibility: satellite comparison sites, query…
Compare Semrush to Moz by key differences in keyword databases, AI visibility research, pricing, tracking frequency, and SEO features to choose the right platform for your team.
AI is absolutely rewriting how the internet works, but optimizing for LLM visibility misses where the actual ROI exists as the web morphs from a place to find information to the agentic web. Have you…
Disclosure: Seowolf's Guide to SEO is published by Seowolf, the company behind this site. Everything below describes what's in the book. It makes no ranking promises — nobody outside a search engine…
Disclosure: SEO-Serps.info is our sister site, run by the same team (Seowolf) as this blog. It is free, has no accounts, and every headline links straight to the original publisher. Continue reading…
A clean keyword list is a starting point, not an answer. The value comes from analysis: which keywords belong together, which competitors rank for topics you have missed, where your own pages compete…
Links from other websites remain one of the strongest signals search engines use to judge which pages deserve to rank. They are also where small sites most often go wrong — either ignoring links…
The search results page has changed more in the last few years than in the previous decade. AI Overviews and AI Mode summarise answers above the traditional results, assistants like ChatGPT and…
Technical SEO is the foundation everything else sits on. The best content in your niche will not rank if search engines cannot crawl it, choose not to index it, cannot render it, or cannot work out…
We wanted to see for ourselves how ChatGPT retrieves information—and what that means for AI visibility—so we analyzed 66.6 million free, logged-out GPT-5.6 Luna responses and their 15 million fan-out…
Garrett French, James Wirth and Valerie Cecil of Citation Labs talk to us about how they measure AI visibility across six layers, build the prompts worth tracking, and replace the stale facts AI…
Incident began at 2026-09-24 09:15 and ended at 2026-10-08 01:00 (all times are US/Pacific).The rollout was complete as of October 8, 2026. Affected products: Ranking
That puts AI ahead of YouTube as a source of signups, and second only to Google. If we’d relied on our referral traffic alone, we’d have badly undersold it. Most AI influence happens out of sight. A…
AI visibility is downstream of real-world influence — reviews, third-party mentions, brand demand and pages that make the decision easy — so the teams that chase today's citation sources will lose…
One of the ways to improve your local SEO ranking is by optimizing your Google Business Profile (GBP). While it might seem like a simple task, small oversights—like selecting the wrong category—can…
This is a question I get pretty frequently in the Local SEO community: What URL should I link my GMB listing to? The homepage? A location page? Something else? We wanted to test & measure how the…
Andrew Shotland & Mark Kabana join us for Part 2 to discuss what "AI visibility" actually is as an agency product, why nobody can tie it to revenue yet, and how ads are quietly taking the clicks that…