Overview

Industry & Competitive Landscape · All Brands
Overall Sentiment Score +2.4 pts
74.2
Industry avg: 68.7
Total Mentions ↑ 18%
142,890
Across all channels
Avg Star Rating → 0.1
3.87 ★
Google + App combined
NPS Score ↓ 3 pts
+32
QSR bench: +38
Issue Resolution Rate ↑ 5%
61.4%
Responded within 24h
Sentiment Trend — All Channels
Positive / Neutral / Negative split over time
Positive Neutral Negative
Competitive Sentiment Radar
GoTo Foods vs. Key Competitors
Brand Sentiment Leaderboard
GoTo Foods Portfolio — 30d
Brand Score Reviews vs. Prior Trend
Top Customer Topics
By frequency & sentiment polarity
Competitor Sentiment Benchmark
GoTo Foods brands vs. industry peers — positive sentiment %
Brand Perception Map
How guests position each brand vs. competitors — Premium · Mainstream · Value
Premium Mainstream Value
Web Sentiment↑ 4%
78.1
Direct site & ordering
App Sentiment↓ 2%
69.4
iOS & Android reviews
Delivery Sentiment→ 0%
63.7
DoorDash · Uber Eats · GH
Catering Sentiment↑ 7%
81.3
Group & event orders
Mention Share by Channel
% of total voice volume
Channel Sentiment Comparison
Positive / Neutral / Negative breakdown per channel
Delivery Aggregator Breakdown
Avg rating & issue volume by platform
App Store Performance
Rating trends — iOS vs. Android
Top Issues by Channel
Ranked by frequency — actionable pain points
Channel Issue Mentions Sentiment Business Impact Priority
Google Rating↑ 0.2
3.9 ★
48,240 reviews
Reddit Sentiment→ +1%
52.1%
Positive posts/comments
Social Sentiment↑ 3%
67.8%
TikTok · IG · X · FB
Review Response Rate↓ 2%
38.2%
Industry bench: 52%
Viral Posts↑ 22%
184
10k+ impressions each
Social Platform Breakdown
Mention volume & sentiment by platform
Trending Topics — Social & Reddit
Bubble size = mention volume · Color = sentiment
Star Rating Distribution
Google Reviews · All Brands
Sentiment Timeline — Social Channels
30-day rolling sentiment by platform
Recent Mentions Feed
High-signal reviews & posts — sorted by impact
Brand Social Q&A
Ask anything about what consumers are saying — changes, menu items, promotions, competitors. Powered by social listening signal data.
💬
Ask a question about social & consumer voice for this brand. Try the suggestions above or type your own.
Top DMA↑ 4%
New York
Highest mention volume
Fastest Growing Region↑ 22%
Southeast
YoY mention growth
Highest Sentiment Region+3.1 pts
Midwest
Avg. sentiment score
States with Risk Signal↑ 2
7
Sentiment score < 60
Active Locations
1,847
Across 48 states
Sentiment Heatmap by State
Color intensity = avg. sentiment score · hover for details
Top 10 Metro Markets
By mention volume
Regional Sentiment Breakdown
Positive / Neutral / Negative by US census region
Sentiment Score by Region
Radar view — vs. brand average
Top States — Issue Flags
States with most negative signal this period
Customer Expansion Demand
Where guests are asking for more locations or new market entry — derived from review & social voice
More Locations (Existing Market) New Market Entry
Customer Journey Flow
Sankey diagram — paths from awareness to loyalty · width = volume
Stage Drop-off Analysis
Conversion rate between each stage
Order Channel Distribution
How customers choose to order
Return Visit Drivers
What brings customers back
Journey Friction Points
Ranked by drop-off impact · sourced from review signal & behavioral data
Est. Annual Revenue at Risk↑ 4%
$8.4M
From defection signals
Competitor Mention Share↑ 2.1 pts
31.4%
Of all brand conversations
Spend Reduction SignalHigh
18.2%
Customers reducing visits
Cuisine Exploration Rate→ 0.3
42.7%
Mentioning other cuisines
New Entrant Threat Score↑ 1.2
6.8 / 10
Emerging comp momentum
Competitor Traffic Steal Index
Estimated visit & transaction share lost to each competitor (last 90 days)
Customer Spend Shift
YoY change in reported visit frequency signals
Cuisine Exploration Trends
Categories our customers also mention — index vs. 12 months ago
Customer Migration Flow
Where lapsed customers report going next · node width = volume
Migration Trend Over Time
How customer defection patterns shift across time windows — 7d → 30d → 90d → 12m (out of 1,000 tracked)
Emerging Threat Radar
Competitors to watch — not yet in official comp set
Leakage Impact by Competitor
Estimated traffic & revenue impact from defection signals
Competitor Steal Score Mention Delta Est. Visits Lost/Mo Est. Rev Impact Primary Steal Driver In Comp Set?
Recommended Comp Set Additions
Brands gaining share-of-voice in your customer base — strong candidates to add to your official competitive benchmarking set
Campaign Concept Scorer
Select a campaign concept below to see how aligned it is with this brand's current consumer voice — based on social sentiment, review themes, and mention momentum.
High Interest Moderate Interest Low Interest
Test Your Own Idea Describe a campaign concept and get an instant consumer voice signal score
0 / 200
Campaign Signal Radar
All concept scores mapped against consumer voice dimensions
Top Concepts by Score
Ranked consumer interest score across all preset concepts
Campaign Pipeline
Click “Move to In-Market” on any concept card to schedule it. Active campaigns highlight when live.
Planned Live Now Completed
No campaigns planned yet
Click “Move to In-Market” on any concept above to add it here

Data Dictionary & Sources

This dashboard aggregates social listening signals from multiple platforms, processed through natural language analysis and sentiment classification. All metrics are updated on a rolling 30-day basis unless otherwise noted. Figures shown are illustrative benchmarks for planning purposes and should be validated against live data integrations.

Refreshed Mon Apr 27, 2026 · 6:00 AM ET
Data Sources
Metric Definitions
MetricDefinitionCalculationSource(s)Cadence
Sentiment Classification Methodology
How Sentiment is Scored
Score Tiers & Thresholds
Channel Definitions
Competitive Sets by Brand
Glossary
All sentiment scores, mention volumes, and financial impact estimates are derived from aggregated third-party platform data and NLP classification models. They represent approximations for strategic planning purposes. GoTo Foods internal data, franchisee POS systems, and first-party CRM data should be used for operational decision-making. Competitive benchmarks are based on publicly available review signals and may not reflect competitor internal data.
Sentiment Revenue Index↑ 1.4
112.4
Corr. with same-store sales
Churn Risk Score↑ 0.8
24.7%
Negative repeat mentions
Loyalty Signal↑ 3%
41.2%
Repeat positive mentions
Delivery Revenue at RiskHigh
$2.1M
Based on neg. UX signals
Sentiment Score vs. Same-Store Sales Growth
Correlation by brand · last 12 months · bubble size = review volume
Issue Impact Matrix
Frequency vs. Business Impact
Revenue Driver Analysis
Customer sentiment themes mapped to business KPIs
Driver Sentiment Theme Mention Vol. Trend Revenue Impact Action Req.
Opportunity Roadmap
Top social listening-driven actions ranked by ROI potential