Zan Digital › Topics
AI-Era GTM
Distribution when the first reader of your page is a model.
- 001AI Content Saturation: 50% of Articles, 14% of ResultsRoughly 50% of new online articles are AI-written, but only 14% of articles ranking in Google are. Here is what actually survived the content flood.49.9%
- 002AI Pricing Accuracy: Fix What ChatGPT Gets WrongAI assistants ship a significant issue in 45% of answers. Here is why they misquote SaaS pricing, and a six step fix for the pages they actually read.45%
- 003AI Referral Traffic: 4.4x Is a Model, 1.3x Is MeasuredThe 4.4x conversion claim for AI referral traffic is a model output. The datasets that publish a denominator land near 1.3x. What to measure instead.1.31x
- 004AI Search Citations: Top-10 Overlap Fell 76% to 38%Ahrefs measured the same thing twice: 76% of AI Overview citations ranked top 10 in 2025, 38% by March 2026. What now decides whether you get cited.37.9%
- 005AI Shortlist: 94% of B2B Buyers Now Start There94% of business buyers now use AI in the buying process, and about 90% buy from their Day 1 list. What decides whether your name is in that answer.94%
- 006AI Visibility Tracking: Build the Dashboard in a DayThree AI models agree on the top recommended brand just 41.6% of the time. Here is the free AI visibility dashboard you can build in a single day.41.6%
- 007B2B Case Studies: Ranked Last, Still the Top TacticVendor collateral ranked last with 1,862 buyers in 2026 while 74% read customer reviews. What replaces the B2B case study, and what the swap costs.74%
- 008Block AI Crawlers? What robots.txt Actually ControlsCloudflare measured Anthropic crawling 70,900 pages per referral sent back. Blocking AI crawlers is defensible. robots.txt controls less than you think.70,900:1
- 009Brand Mentions Beat Backlinks in AI Search: 0.66 vs 0.22Ahrefs studied 75,000 brands: web mentions correlate 0.664 with AI Overview visibility, backlinks 0.218. What that means for your community budget.0.664
- 010ChatGPT Citations Ignore Google Rank: What They FollowNearly 90% of ChatGPT-cited pages rank 21 or worse on Google. Four measured traits separate cited pages from ignored ones, and authority is not one.90%
- 011Cold Email Deliverability: 5,000 Sends Is a One-Way DoorGmail and Outlook both treat 5,000 sends a day as a permanent classification. AI SDR volume pushed ordinary senders over it. What still lands in 2026.5,000
- 012Cold Email Deliverability: What AI Volume Actually BrokeGmail and Microsoft's bulk sender rules cover consumer inboxes, not B2B. Vendor data on 53.1 million cold emails shows what actually collapsed in 2026.0.3%
- 013Comparison Pages: The Rules Before You Name a RivalThe FTC has encouraged naming competitors since 1979, and peer-reviewed work ties citations to a 30% to 40% visibility lift. Here is the template and the rails.1979
- 014Content Marketing 2026: 4.7x Cheaper, 23% Fewer ClicksAI cut the cost of a blog post from $611 to $131. Over the same period, the share of Google searches that send any click fell 22.9%. Here is what survived.4.7x
- 015Gated Content Math: 99% of Your Leads Never CloseForrester puts inquiry-to-close at under 1%, so the gate fails 99% of the time. Here is what the form costs in AI visibility, and what replaces it.Under 1%
- 016GEO vs SEO: 45 Studies on What Actually Gets CitedA survey of 45 GEO studies found body-only rewrites cut citations by 6%. Here is what the peer-reviewed evidence says drives AI citation, and what does not.3 of 54
- 017LinkedIn AI Slop: 40% of Long Posts Are AI-WrittenPangram flagged 40% of long LinkedIn posts as fully AI-written. The engagement data splits by topic: slop wins on inspiration, loses badly on analysis.40%+
- 018Marketing Attribution Broke: 68% of Searches End Unclicked68% of US Google searches ended without a click in early 2026. Here is which attribution methods survive dark discovery, and which ones quietly invent numbers.68.01%
- 019Original Research Is the Only Content Moat LeftA 200-response study costs about $457 at published panel rates. Why original research is the only content moat left, and how a small team runs one.$457
- 020Paid Search CTR Fell 68%. Do Not Move the Budget YetSeer measured a 68% paid CTR fall on AI Overview queries across 3,119 terms. Its larger 5.47M query update reads 16.21%. What that does to your budget.68%
- 021Product-Led Growth Metrics Break When Agents Sign UpNetlify hit 16,000 daily signups and 96% did not come from AI coding tools. Agents still break activation, PQL and expansion. A replacement metric set.50%+
- 022Reddit Marketing and Perplexity Citations: Where It FailsReddit is 46.7% of Perplexity's top-10 citations, per Profound's 680 million citation study. What legitimate participation looks like, and where it stops.46.7%
- 023Sales Engineering Is the New Marketing: 94% Now Verify94% of B2B buyers fact-check AI research before deciding. That makes demo environments and public benchmarks top-of-funnel assets, not sales tools.94%
- 024Software Review Sites Sold for $110M: The ReckoningGartner wrote off $150M on Digital Markets, then sold Capterra, Software Advice and GetApp to G2 for $110M. What that says about software review sites.$110.0M
- 025Webinar Fatigue: What the $400M ON24 Sale SignalsON24 sold to Cvent for $400 million at 84% below its IPO price. Webinar fatigue is real, and here is where B2B demand generation budget actually moved.$400M
- 026Zero-Click Search Hit 68%: What to Report Instead68.01% of US Google searches ended without a click in early 2026, up from 60.45% two years earlier. The reporting metrics that replace organic sessions.68.01%