I write for CMOs and growth leaders on what is actually working in PR, AI search, and winning visibility in the AI era — not theory, but what the data and the field are showing.
AI agent traffic converts at 30-40% but most enterprise websites still optimize for human browsers. A CMO's execution playbook for making your site readable, evaluable, and selectable by AI shopping agents in 2026.
Guaranteed PR agencies promise placements but deliver zero AI citation value. Here's what the data shows about earned media, AI search visibility, and where your PR budget actually compounds in 2026.
Reddit drives nearly half of Perplexity AI's citations. Here are 5 rules CMOs and operators should follow to turn Reddit into a repeatable GEO channel for AI search visibility in 2026.
A practical GEO measurement framework for CMOs: the five metrics that tie generative engine optimization to pipeline, with benchmarks, reporting cadence, and ROI calculation.
The 2026 Gartner MQ evaluated 13 endpoint vendors. Only five survive a shortlist built on agentic AI protection, XDR convergence, and detection depth. Here is the evaluation framework and the platforms that clear it.
87% of brand AI search visibility goes unrealized. Here is the research and the five-point audit that makes thought leadership citable by AI engines.
AI engines cite earned media 5x more than brand sites. Here is the research, the mechanism, and the operator playbook for shifting budget from content tweaks to earned coverage that ChatGPT actually cites.
Google rankings and AI search rankings use fundamentally different selection systems. Research across 67,000+ queries shows less than 20% source overlap. Here is what drives the divergence and what operators should...
AI citation sources shift 40–60% month-to-month. Here's a repeatable framework for tracking how your brand appears in ChatGPT, Perplexity, Claude, and Gemini — with the tools and methodology CMOs need now.
50% of consumers prefer brands that avoid GenAI in customer-facing content. 53% say AI-written content reduces brand trust. Here's what PR teams should do about the widening trust gap.
93% of AI Mode searches produce zero clicks, but LLM-referred traffic converts at 30-40%. Here's how to build B2B pipeline from AI search when buyers never visit your site.
Most shortlists start with vendor marketing. This one starts with your buyer motion, data architecture, and attribution model. Seven platforms that earn the shortlist in 2026.
Each AI search platform cites different sources, serves different buyer moments, and requires a different optimization strategy. Here is where to focus based on the data.
Google AI Mode ads break traditional measurement. Here is the CMO playbook for measuring Conversational Discovery ads, Qualified Future Conversions, and AI-generated ad explainers in 2026.
AI engines systematically favor earned media over brand-owned content. Here is the 4-step playbook for CMOs using PR to drive GEO results in 2026.
A CMO-grade comparison of the 7 AI visibility platforms worth evaluating in 2026, organized by capability tier, pricing, and team fit. Covers Profound, Evertune, Semrush, Otterly, Peec AI, BrightEdge, and Brandlight.
Most CMO dashboards still miss AI-driven discovery entirely. Here are 5 metrics that connect AI visibility to pipeline and prove ROI to your CFO.
AI search engines cite a narrow set of publication types. Here is what the data shows and how to position your brand for AI citation in 2026.
ChatGPT referral traffic grew 28% year-over-year. Here are 5 concrete steps CMOs should take to get their brand recommended by ChatGPT in 2026 — based on how the model actually selects sources.
A 7-step AI visibility audit framework for CMOs and growth leaders. Covers crawler access, share of citation, entity resolution, and content extractability across ChatGPT, Perplexity, Gemini, and Google AI Mode.
PR agency retainers range from $3,000 to $100,000+ per month in 2026. Here is what each tier actually delivers, why 39% of CMOs are cutting agency budgets, and when performance-based PR makes more sense than a retainer.
PR coverage now determines whether AI engines cite your brand. Here's the research on how PR affects AI search visibility and what your program needs to do differently.
Most PR in 2026 is still optimized for human readers. Here's the playbook for making your earned media work for machine readers — AI systems that decide what brands appear in generated answers.
Compare AI PR agencies and traditional PR agencies by output, measurement, source architecture, and answer-engine visibility.
BrightEdge still handles SEO operations. It does not replace the stack you need for AI citations, earned media proof, and entity-level visibility.
A tactical breakdown of what GEO, AEO, and SEO actually optimize, and what Machine Relations adds on top.
An AI PR agency only works if it earns third-party authority, makes it machine-readable, and measures whether AI systems actually cite the brand.
ChatGPT answer citations are an earned media distribution problem. This playbook shows CMOs what to change this week, what to measure, and what to stop believing.
Pick a cheaper PR stack by function, not brand. Use this shortlist to replace Cision without losing media monitoring, outreach, or AI visibility.
AI engines cite brands with third-party proof, not brand claims. Build an AI search brand strategy around earned media, entity consistency, and a measurement model that rewards citation, not impressions.
Use this scorecard to pick an AI PR agency that changes citations, not just coverage.
A practical playbook for earning Forbes coverage that AI engines can actually surface.
Build an earned media plan that gets your brand cited inside ChatGPT, Perplexity, Gemini, and Claude answers.
Use the page structure, source mix, and citation signals that make Perplexity more likely to cite your content.
Guaranteed PR is only real when the agency can name the mechanism, the proof, and the failure mode. Here’s the buyer checklist Christian Lehman uses.
BrightEdge remains a strong enterprise SEO platform, but it does not replace a Machine Relations stack for AI citation tracking, earned media intelligence, and entity-level visibility.
Define entity resolution rate, measure it against ground truth, and use the metric to fix AI visibility gaps.
Compare the top enterprise marketing automation platforms, the tradeoffs, and what to track before you buy.
Compare the leading AI-powered PR platforms, pick the right stack, and know what each one does best.
Most CMOs are measuring AI visibility wrong. Here's the metric that actually matters, Share of Citation, and the framework to track it across ChatGPT, Perplexity, Gemini, and Claude.
Step-by-step GA4 setup for tracking AI search traffic from ChatGPT, Perplexity, Claude, and Gemini, with the benchmarks and board-ready reporting framework CMOs actually need.
WSJ placement is now a direct AI citation input. Three editorial paths, the pitch mechanics that work, and what every CMO needs to know before reaching out.
Best practices for optimizing authorship credentials to improve AI visibility and citation rates. How author identity, academic research signals, and platform-level source attribution at the URL, domain, and...