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Filter Cheat Sheet for Fast Insights

Use these ready-made filter combos to quickly surface insights.

Updated over 4 months ago

πŸ“Œ Note: Pair these filters with Astra for fast, pattern-based analysis across high-volume data.


🎯 Spot Customer Pain Points

Use when you want to identify recurring complaints or product friction.

  • Sentiment: Negative

  • Keywords:
    ​dislike, I wish, hate, despise, detest, loathe, expensive, payment, I need, issue, error, difficult, hard, strenuous, demanding, tough, arduous, terrible, awful, dreadful, atrocious


πŸ’– Discover Brand Advocates & Product Love

Find organic product endorsements and vocal brand fans.

  • Sentiment: Positive

  • Keywords:
    ​love, like, amazing, adore, best, perfect, great, recommend, approve, good, excellent, favorite, exceptional, extraordinary, outstanding


❓ Uncover Common FAQs

Pinpoint what customers repeatedly ask about.

  • Keywords:
    ​price, shipping, deliver, coupon, payment, return, order, promo, opening hours, refund, subscription, delivery, question

πŸ’‘ Tip: Add your most frequent support topics to this list to tailor results.


πŸ› οΈ Flag Customer Service Issues

Catch unresolved support problems and fulfillment delays.

  • Sentiment: Negative

  • Keywords:
    ​order, delay, service, sale, request, deliver, wait, ship, send, return, refund, customer service, customer support, assistance, help, client care, complaint, process, experience, transaction, purchase, time, shipping, issue, problem


πŸ’Έ Do a Price Sensitivity Scan

Gauge how customers feel about pricing, cost, and value.

  • Keywords:
    ​price, cost, pricing, fee, payment, expensive, cheap, costly, value, high-priced, high-cost, budget, overpriced, charge, rate, money, inexpensive, affordable, low-price, low-cost, expense, finance, tariff, fair


⭐ Analyze User Reviews

Surface user-generated feedback and experiences.

  • Keywords:
    ​liked, hated, tried, recommend, experience, product, service, purchased, bought, purchase, received, order


πŸ“₯ Discover Customer Wants & Needs

Uncover unmet desires and product requests.

  • Keywords:
    ​wish, want, prefer, bring, need, desire, must, crave, please, require, demand, longing, long for, essential


πŸ‘‘ Find Top Brand Advocates

Spot loyal fans and power commenters.

  1. Go to Overview

  2. Filter by Positive Sentiment

  3. Scroll to Top Commenters

  4. Click usernames to explore their full comment history


🚨 Identify Top Brand Critics

See who’s most vocal with negative feedback.

  1. Go to Overview

  2. Filter by Negative Sentiment

  3. Scroll to Top Commenters

  4. Click usernames to see all critical interactions


πŸ“Š Compare Sentiment by Platform

Understand where positive sentiment is strongest.

  • Navigate to Analyze > Sentiment Details

  • Filter by Positive Sentiment

  • Scroll to Platform Breakdown


🌐 Compare Sentiment by Language

Spot where your messaging resonates best.

  1. Go to Search

  2. Remove Language Filters

  3. Filter by Positive Sentiment

  4. Scroll to Platform Breakdown > Switch to Language tab

πŸ’‘ Tip: Use this for campaign localization and ad targeting insights.


πŸ“ˆ Track Campaign Sentiment Trends

Compare performance across campaigns, ad sets, or ads.

  • Campaign Filter: Select campaigns to compare or leave blank to see the top most commented campaigns

  • Sentiment Filter: Positive

  • Scroll to Platform Breakdown > Switch to Campaign tab

πŸ’‘ Tip: You can also apply this view to Ad Sets and Ads.

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