# Blog

Your go-to resource for learning how AI and data can transform the way you run and grow your business.

**Why Your Health Score Is Missing the Renewals That Actually Churn**  
Single health scores blend away the signals that predict churn. Here is how CSMs and renewal managers can spot at-risk accounts 60 to 90 days before renewal, using composite risk across product, support, and engagement data.  
By Neelam Chakrabarty•7 min read  
April 22, 2026

## At-Risk Accounts  
## Renewal Management  
## Customer Health Score

**Customer Health Scoring Without Gainsight: The Practical Guide Every CS Team Needs**  
Most CS teams either use expensive platforms like Gainsight or fly blind. There's a better path. Learn how to build a weighted, multi-signal customer health score using data you already have — no CS platform required.  
By Neelam Chakrabarty•8 min read  
April 21, 2026

## Customer Health Score  
## Customer Success  
## Churn Prevention

**Build vs. Buy: The Real Cost of DIY Conversational Analytics**  
Should your SaaS company build conversational analytics in-house or embed a white-label solution? We break down the real costs, timelines, and trade-offs — based on what we've seen from engineering teams in the trenches.  
By Drew Williams•8 min read  
April 8, 2026

## Build vs Buy  
## Conversational Analytics  
## White Label

**How to Reduce Repeat Contacts: A Support Leader's Guide**  
Repeat contacts signal deeper organizational failures — in product, process, and knowledge systems. This is what support leaders need to understand about contact elimination, cross-functional alignment, and building a deflection strategy that actually works.  
By Neelam Chakrabarty•15 min read  
March 20, 2026

## Customer Support Strategy  
## Deflection Strategy  
## Repeat Contacts

**11 First Response Time Reporting Mistakes CS Teams Make — And How to Fix Them**  
Most first response time reports are wrong before analysis even begins — miscalculated against calendar time, inflated by bot-handled tickets, and missing priority segmentation entirely. This guide covers the 11 FRT reporting mistakes customer service teams make and how to fix each one.  
By Neelam Chakrabarty•12 min read  
March 19, 2026

## First Response Time  
## FRT Reporting  
## Customer Service Metrics

**Best AI Data Analytics Tools Compared (2026)**  
Querri vs ChatGPT vs Microsoft Copilot vs Powerdrill vs Julius AI — a detailed comparison of the top AI data analytics platforms evaluated on security, end-to-end workflows, multi-source analysis, automation, and more.  
By Amy Ingram•12 min read  
March 17, 2026

## AI Data Analytics  
## AI Analytics Tools  
## Data Analytics Software

**Pipeline Coverage Report: The RevOps Guide to Forecasting with Confidence**  
Learn what pipeline coverage is, why it matters, what makes a great pipeline coverage report, and why most RevOps teams struggle to build one they can actually trust — and how to fix it.  
By Neelam Chakrabarty•10 min read  
March 10, 2026

## Pipeline Coverage  
## RevOps  
## Sales Forecasting

**From Survey Chaos to Clear Themes: Analyzing NPS Responses at Scale**  
You have hundreds — maybe thousands — of NPS responses sitting in a spreadsheet. Here's how to stop ignoring them and start using them to make better decisions.  
By Amy Ingram•7 min read  
March 6, 2026

## NPS  
## Survey Analysis  
## Customer Feedback

**How to Actually Make Sense of Unstructured Text Data**  
Querri's Researcher and Categorize tools turn surveys, support tickets, and free-text feedback into structured, searchable insights — in minutes, not days.  
By Dave Ingram•8 min read  
March 6, 2026

## Unstructured Data  
## Text Analysis  
## Survey Analysis

**The 10 KPIs That Actually Matter in a Weekly Marketing Performance Report (And 5 Vanity Metrics to Drop)**  
Most weekly marketing performance reports are full of vanity metrics that look impressive but drive no decisions. This guide breaks down the 10 weekly marketing report KPIs that actually matter — from marketing-sourced pipeline to opportunity conversion rate — and the 5 metrics to stop tracking.  
By Neelam Chakrabarty•10 min read  
March 6, 2026

## Weekly Marketing Report KPIs  
## Marketing Performance Report  
## Actionable Metrics vs Vanity Metrics

**Best AI Data Cleaning Tools 2026 | Fix Messy Data Automatically**  
The best AI data cleaning tools in 2026 — automatically fix duplicates, standardize formats, extract structured data from messy files, and handle multi-tab Excel nightmares. Compare Querri, OpenRefine, Trifacta, and more.  
By Dave Ingram•9 min read  
February 26, 2026

## Data Cleaning  
## AI Tools  
## Data Quality

**Best AI Spreadsheet Tools 2026 | Excel & Sheets Alternatives Compared**  
The best AI spreadsheet tools in 2026 — from AI-native platforms that replace manual spreadsheet workflows to smart add-ons for Excel and Google Sheets. Compare Querri, Quadratic, Copilot, Numerous, and GPT for Work.  
By Dave Ingram•9 min read  
February 26, 2026

## Spreadsheets  
## AI Tools  
## Excel

Showing 1 - 12 of 66 posts

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