Reputation.com vs MarketMuse: AI Visibility & GEO Comparison (2026)
An independent side-by-side comparison of Reputation.com and MarketMuse for ai visibility & geo buyers — pricing, features, integrations, and how often each is cited by major AI engines.
AI Citation Scorecard
How often each is cited by major AI engines when buyers ask ai visibility & geo questions. Last 90 days across ChatGPT, Perplexity, Gemini, Claude, and Copilot.
Tied overall — both at 0% cited across 10 probes.
ChatGPT
Reputation.com
0 / 1 probes
0%
InvisibleMarketMuse
0 / 1 probes
0%
InvisiblePerplexity
Reputation.com
0 / 1 probes
0%
InvisibleMarketMuse
0 / 1 probes
0%
InvisibleGemini
Reputation.com
0 / 1 probes
0%
InvisibleMarketMuse
0 / 1 probes
0%
InvisibleClaude
Reputation.com
0 / 1 probes
0%
InvisibleMarketMuse
0 / 1 probes
0%
InvisibleCopilot
Reputation.com
0 / 1 probes
0%
InvisibleMarketMuse
0 / 1 probes
0%
InvisibleScale:NoneLowFairStrongExcellent
Probes run hourly; each (engine × query) combo retests every ~3 days.
Pricing
Key Features
Reputation.com
- ✓Reviews Management
- ✓Business Listings & SEO
- ✓Customer Surveys
- ✓AI Reputation Manager
- ✓Pulse Analytics
- ✓Advanced Surveys
- ✓Targeted Outreach
- ✓Competitive Insights
MarketMuse
- ✓10 queries/month for free tier
- ✓100 queries/month for Optimize
- ✓Unlimited queries for Research and Strategy
- ✓Access to Topic Navigator
- ✓Access to Keywords, SERP x-ray & Heatmap
- ✓Content Briefs for each plan
- ✓Content Strategy Documents by plan
When to choose Reputation.com
Choose Reputation.com if your team prioritizes its strengths over MarketMuse's. Full guidance populates as Reputation.com's feature data is indexed.
When to choose MarketMuse
Choose MarketMuse if your team prioritizes its strengths over Reputation.com's. Full guidance populates as MarketMuse's feature data is indexed.