Articles about Data
56 articles covering data — guides, tools, comparisons, and strategies.
Which Marketing Experts Do AI Models Recommend? 796-Answer Study
Five AI models, 32 questions on the best B2B, SEO, GEO and LinkedIn experts, five runs each. No list repeated, and city questions often named nobody.
Article Extraction Test Dataset: 24 HTML Acceptance Cases
Test article extraction with 24 original HTML fixtures, explicit expected text, CSV and JSON downloads, and reproducible checks for missing or noisy content.
CRM Deduplication Test Dataset: 24 Fictional Record Pairs
Check CRM duplicate rules with 24 fictional record pairs, explicit review labels, downloadable CSV and JSON, and tests for unsafe matching shortcuts.
Website Change Detection Dataset: 24 Before-and-After Tests
Validate website change alerts with 24 synthetic HTML pairs, explicit change labels, downloadable data, and checks for noise, empty content and failures.
CRM First-Year Cost Model: 81 Hypothetical Scenarios
Model CRM seat costs, onboarding, active-user utilization and payment timing with 81 hypothetical scenarios, downloadable data and reproducible code.
Email Marketing Capacity: 192 Authored Send-Allowance Scenarios
Model monthly email marketing capacity with 192 authored scenarios: contact-tier allowances, campaign audiences and automation loads, with explicit assumptions.
Ahrefs AI Responses: A 29% Modeled Drop on One Site
The Ahrefs last-month overview showed 647 modeled responses for one site, down 268; exact comparison dates and lost prompts were unavailable.
Citable SEO Data Assets: A Claim Ledger and CSV Method
A focused method for publishing a one-site SEO dataset with a claim ledger, public CSV and explicit limits that other writers can verify.
162 Blog URLs in GSC: Indexation and Click Contribution
A September 28 URL Inspection cohort found 108 of 162 English blog URLs indexed; the nonindexed cohort had two Google clicks in each equal window.
One Page Drove 62% of Our Google Clicks: A Case Study
On one site, a Perplexity review took 243 of 390 Google Search clicks (62.3%) from August 29 to September 25, 2026; the scenario is not a market benchmark.
AI Coding Assistant Pricing 2026: Copilot, Cursor and Devin
Compare 11 selected AI coding plans from official pricing pages: monthly fees, team base costs, usage limits, and an open CSV/JSON dataset.
Lead Response Time Statistics: B2B Speed-to-Lead Data
40 source-locked B2B lead response time statistics from primary 2024, 2021 and historical 2011 studies, with denominators and free datasets.
Demand Generation Statistics 2026: KPIs, Handoff and Measurement
A 2026 compilation of 35 claims from 2023 and 2025 demand generation surveys, covering ROI confidence, targeting and handoff, with downloadable data.
Martech Stack Benchmarks 2026: Utilization, Integration and AI Overlap
22 source-locked martech claims plus 10 labeled enterprise SaaS comparisons for 2026, covering utilization, tool churn, AI overlap and integration.
B2B Buyer Journey Statistics 2026: 30 Data Points
30 source-backed B2B buyer journey statistics covering cycle length, Day One shortlists, seller contact, buying groups, AI and observed touchpoints.