Konabayev
Insights

The Regional Marketing Log.

Practical lessons from regional campaigns and the systems built behind them.

A One-Page, Five-Metric AI Search Report for B2B Teams
AI SearchAnalytics

A One-Page, Five-Metric AI Search Report for B2B Teams

A compact monthly report that separates Google clicks, assistant referrals, modeled visibility, tracked citations and qualified actions.

AI Visibility Dropped: A Diagnostic Checklist
AI SearchSEO

AI Visibility Dropped: A Diagnostic Checklist

A decision sequence for comparing AI response counts with citations, GSC pages, GA4 referrals and business outcomes without assuming a cause.

Citable SEO Data Assets: A Claim Ledger and CSV Method
Content MarketingData

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
DataTechnical SEO

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.

GSC Clicks vs GA4 Organic Sessions: A Reconciliation Worksheet
Google Search ConsoleGA4

GSC Clicks vs GA4 Organic Sessions: A Reconciliation Worksheet

A practical diagnostic for comparing Google Search Console clicks with GA4 organic sessions using equal windows, landing pages and source definitions.

One Page Drove 62% of Our Google Clicks: A Case Study
DataSEO

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.

Perplexity Referrals vs Citations: What Sites Can Measure
PerplexityAI Search

Perplexity Referrals vs Citations: What Sites Can Measure

Separate Perplexity mentions, cited URLs, referral sessions and Google clicks to Perplexity-related articles with a dated first-party example.

AI Referral Traffic in GA4 and PostHog: A Two-System QA Guide
AI SearchAnalytics

AI Referral Traffic in GA4 and PostHog: A Two-System QA Guide

A two-system QA workflow for GA4 and PostHog AI referral counts, with narrow host rules, landing-page checks and citation-versus-visit limits.

AI Coding Assistant Pricing 2026: Copilot, Cursor and Devin
DataAI Coding

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.

How I Built Local LLM Updates: A Source-Locked Workflow
Local LLMAI Research

How I Built Local LLM Updates: A Source-Locked Workflow

A practical build case study on tracking local LLM releases with source locks, versioned model records, reproducible benchmarks, and visible corrections.

Lead Response Time Statistics: B2B Speed-to-Lead Data
DataB2B Sales

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
DataDemand Generation

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
DataBenchmarks

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
B2B MarketingBuyer Journey

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.

B2B Sales Benchmarks 2026: Win Rates, Quota & Cycles
B2B SalesData

B2B Sales Benchmarks 2026: Win Rates, Quota & Cycles

50 source-backed B2B sales benchmarks for 2026 covering win rates, quota attainment, sales cycles, seller time, AI, pipeline, stakeholders and expansion.