Strategy
Every brief Cite Solutions has filed in the Strategy category. Newest first.
Which AI Visibility Tools Should B2B Teams Use?
AI visibility tools track whether ChatGPT, Perplexity, and Gemini cite your brand. Here is how to choose one, and when a tool is not enough.
What Do AI SEO Services Actually Include?
AI SEO services get your brand cited by ChatGPT, Claude, and Perplexity. Here are the seven things a real engagement includes, and the red flags.
GEO Pricing: What AI Visibility Costs in 2026
GEO pricing in 2026 runs $1,500 to $30,000+ a month. Here is what AI visibility actually costs, the four buying models, and what drives the price.
AI SEO Tools: The Two Categories That Matter
AI SEO tools split into two categories buyers conflate: tools that help you rank on Google, and tools that get you cited in AI answers.
How to Vet a GEO Agency Before You Sign
88% of agencies now claim GEO and 37% can't define it. Here is how to vet a GEO agency: the red flags, the questions, and what to put in the SOW.
What Does a Mature AEO Program Look Like in 2026?
Conductor surveyed 250+ enterprise marketing leaders. 51% run AEO on integrated platforms, and high-maturity teams are 6x more likely to. Here is the bar.
Do Blogs or Product Pages Get Cited by AI?
XFunnel's 768,000-citation study found product pages earn 46-70% of B2B AI citations while blogs get 3-6%. Here is how to build both layers.
Do Backlinks Still Matter for AI Search?
Ahrefs studied 75,000 brands: backlinks correlate with AI visibility at 0.218, brand mentions at 0.664. Here is where your link budget should go now.
Why Does My Brand Appear in So Few AI Answers?
The average brand appears in just 17% of AI answers while category leaders hit 57%. Here is why that gap exists and the fix order to close it.
Should You Still Optimize Only for ChatGPT?
ChatGPT's share of measurable AI referral traffic fell from 89% to 63% in under a year while Claude surged to 18.5%. Here is where to optimize now.
How Long Until AI Search Cites Your Brand?
GEO does not run on an SEO clock. Crawl lag, a 4.5-week citation half-life, and platform refresh cycles set the real timeline for getting cited by AI.
What Anthropic's $965B Raise Means for AEO
Anthropic just closed a $65B Series H at a $965B valuation. Here is what shifts in your AEO program when one lab is funded through 2028.
How to Measure AI Citation Absorption
Citation count tells you if AI picked your page. Citation absorption tells you if your language reached the answer. Here is how to measure both.
Is GEO Real Enough to Budget For in 2026?
Peec AI hit $10M ARR. Profound raised $96M. Adobe paid $1.9B for Semrush. The GEO category is now a fundable B2B SaaS budget line.
Is AI Content Hurting Your AI Search Visibility?
OpenAI added C2PA and SynthID provenance to ChatGPT images in May 2026. AI engines can now detect AI content. Will they downrank it next?
Did Google Just Kill GEO? The Official Guide Decoded
On May 15, Google shipped its first official GEO guide. It legitimizes the category and kills four tactics vendors still sell. Here is what changed.
Big 4 Consultants Now Use Claude. Are You Cited?
PwC will train 30,000 US staff on Claude. When Big 4 consultants ask Claude for vendor picks, here is what gets your B2B brand cited in deliverables.
Does ChatGPT Search Use Bing? Yes (and How to Win It)
ChatGPT Search inherits Bing's index. Seer found 87% of cited pages match Bing's top 10. Here is the 2026 picture, plus a Bing audit you can run today.
Is Your AI Visibility Too Reliant on ChatGPT?
Microsoft feared OpenAI dependence per trial testimony this week. Most B2B AI visibility plans share the same single-vendor risk. Here is the fix.
ChatGPT Shopping Ads Just Turned Product Feeds Into an AI Visibility Layer
OpenAI's new feed-based ChatGPT ad workflow matters because it collapses organic AI shopping visibility and sponsored AI shopping visibility onto the same product-data layer. For ecommerce brands, feed quality is now part of AI visibility strategy, not just ad ops.
Why Is Claude Now Inside SAP, AWS, and Big Law?
Anthropic shipped four enterprise products in four days. Here is what the May cadence means for B2B brand visibility in AI search.
Where Are GEO Tools Headed Next in 2026?
Profound just published the first GEO vendor roadmap of 2026. Three named features signal the next wave of GEO tooling for B2B marketers.
Why Is My Brand Not Showing in ChatGPT in 2026?
Your Google rankings do not predict ChatGPT citations. Seven diagnoses for why your brand is missing from AI answers, plus the fix order for 2026.
Claude Now Powers SAP Joule. Is Your Brand Inside?
SAP and Anthropic put Claude inside hundreds of thousands of finance, HR, and procurement workflows. Most B2B GEO plans do not track Joule yet.
Why Vertical AI Now Gets Cited More Than Horizontal
Anthropic disclosed legal is the #1 power-user vertical in Claude Cowork at 3x any other function. Why vertical AI visibility now wins.
AI Search Is Splitting Into Two Optimization Problems: Ranking Pages and Grounding Answers
Microsoft's May 6 grounding framework and Peec's 5 million fanout study point to the same shift: ranking a page and supplying answer-grade evidence are now different jobs.
The Next GEO Battleground Is Citation Presentation, Not Just Citation Share
Google's May 6 AI Search update changed the unit of competition. Winning the citation is no longer enough. Brands now have to win the way that citation looks inside the answer.
AI Search Measurement Is Splitting Into Three Layers: Prompts, Logs, and Conversions.
OpenAI's new ads instrumentation, PromptWatch's CDN-layer crawler analysis, and Profound's prompt research releases point to a new reality: AI search measurement is no longer one dashboard problem.
GEO vs SEO: The Definitive Guide for 2026
GEO is not replacing SEO. It is a new layer on top. Here is what changes, what stays, and how to allocate effort across both in 2026.
Google Says AI Search Is Growing Search Usage. GEO Belongs in the Core Search Budget.
Google says AI Mode and AI Overviews are bringing people back to Search more often, while AI response costs keep falling. That changes how brands should budget for GEO.
How to Get Cited by ChatGPT, Claude & Perplexity
A senior playbook for getting your brand cited inside AI answers. Eight steps, four platform tactics, and the metrics that prove the work.
When the Query Is Fresh, AI Visibility Becomes a PR Problem
New citation research suggests AI answer engines use one source stack for evergreen questions and another for fresh ones. When the prompt is time-sensitive, journalism and recency-rich coverage take a much larger share. That changes who should own visibility during launches, announcements, and category-defining moments.
AI Shopping Adoption Is Here. Autonomous Spend Is Not. Brands Should Build for the Trust Gap.
Ulta, Gap, and fresh 2026 consumer data point to the same conclusion: shoppers are using AI to research and narrow options, but they still hesitate to let agents spend freely. The next phase of AI commerce will reward brands that solve for trust and controlled checkout, not just visibility.
AI Referral Traffic Is Not a Traffic Channel. It Is a Decision-Stage Channel.
Conductor's 2026 benchmark and Statcounter's latest referral-share data point to the same shift: AI traffic is still smaller than search traffic, but the visit that does happen arrives later, faster, and closer to decision.
AI Search Is Starting to Tax Bland Content. Brands Need Distinct Claims, Not More Keyword Pages.
Google says AI is making queries longer and more natural. Semrush says AI is learning to ignore blandness. AirOps found citation rates rise sharply when retrieval position and heading-query fit are strong. Put together, that means generic keyword-era content is losing its edge fast.
AI Search Monetization Is Splitting in Two. Brands Need a CPC Plan and a Checkout Plan.
OpenAI's April 22 CPC ad push and Google's Ulta-backed agentic checkout rollout point to a bigger market shift. AI search is not settling on one business model. It is splitting into paid discovery and in-flow transaction infrastructure, and brands need to plan for both.
IBM Just Told 50,000 Marketers Every Brand Needs a GEO Playbook. Here's the 12-Step Framework They Shared.
At Adobe Summit 2026, IBM's consulting team presented a 12-part GEO playbook to 50,000+ enterprise marketers and called citations the 'holy grail' of AI visibility. IBM's lead stat: 75% of search visibility could shift to AI agents within two years. Here is the full framework and what it means for B2B SaaS.
Enterprise AEO Platforms Are Turning into Agent Infrastructure. That Changes What Buyers Need to Buy.
Siteimprove, Conductor, and Cloudflare all shipped signals in the same week that point to a bigger category shift. AEO is moving beyond dashboards and into reporting, retrieval readiness, and agent interfaces.
Google Just Put a Sunset Date on Catch-All Search Ads. GEO Teams Should Read the Signal.
Google will auto-upgrade Dynamic Search Ads and related legacy settings into AI Max starting in September 2026. That is more than a paid-search workflow update. It is a market signal that discovery is being standardized around AI-inferred intent, which should change how GEO teams think about pages, proof, and measurement.
AI Search Is Escaping the SERP. Brands Need a Distribution Strategy, Not Just a Visibility Strategy.
This week's Chrome, ChatGPT, and retail data point to the same shift: AI search is moving beyond the results page and into browser workflows, embedded brand experiences, and higher-intent discovery sessions. Brands need a distribution strategy now.
43% of Marketers Are Running GEO Programs. Only 14% Know If They're Working.
Clearscope's 2026 SEO Playbook found that 43% of marketers are optimizing for AI search, but only 14% are measuring it. This post covers the 7-metric framework for tracking AI visibility, the tools that make it measurable, and the conversion data that shows why closing this gap matters.
How to Measure Share of Voice in AI Search Without Fooling Yourself
Most AI search share-of-voice reporting is built on raw mention counts. That is not enough. Here is the operator-grade framework for measuring weighted share of voice, model-weighted visibility, and citation-backed presence without misleading clients or yourself.
Google AI Mode Optimization: How to Become a Source in Google's New Conversational Search Layer
Google AI Mode is not just a new interface. It changes how brands earn visibility in Google’s answer layer. Here is what to optimize if you want your content to become a source inside conversational search.
AI Shopping: How Brands Should Prepare for Agent-Driven Commerce
AI shopping is turning into a real discovery channel for ecommerce brands. Here is how to prepare your catalog, category pages, reviews, and measurement stack before agent-driven buying journeys become normal.
Why Your Content Marketing Strategy Needs a GEO Layer in 2026
AI search traffic is growing 130-150% year over year. 43% of Google searches end without a click. Your content strategy was built for a world where people click through to your site. That world is shrinking. Here is how to add a GEO layer to your existing content marketing without starting over.
GEO Tools: The Complete Landscape for 2026
The GEO tooling market is getting crowded fast. This guide breaks down how to evaluate AI visibility platforms across monitoring, prompt intelligence, workflow, SEO integration, and reporting, without getting distracted by shiny demos.
Your B2B Brand Is Invisible to AI. Here's How to Check (and Fix It).
Most B2B companies rank well on Google but don't exist in AI search results. A simple test reveals whether ChatGPT, Perplexity, or Gemini recommend you, and what to do when they don't.
AEO vs GEO: What's the Difference and Does It Actually Matter?
Answer Engine Optimization and Generative Engine Optimization started from different places but ended up solving the same problem. Here's where each term came from, how they differ technically, and why the distinction matters less than you think.
Which LLM Should You Optimize For? A Guide by Brand Type
ChatGPT, Perplexity, Gemini, Claude. Each AI platform cites differently, retrieves differently, and serves different audiences. Here's how to decide where to focus your GEO and AEO efforts based on your brand type.
GEO vs SEO: What's the Difference and Why You Need Both
SEO gets you ranked on Google. GEO gets you cited by ChatGPT. They share DNA but work on completely different mechanics. Here's what actually differs, where they overlap, and why running one without the other leaves money on the table.
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