← AI Recommendation IndexOpen Data · Rolling 4-week window

Airops vs MarketMuse

A fact-by-fact comparison of Airops and MarketMuse — sourced and dated — plus the part no generic comparison shows: which one AI assistants actually recommend more, engine by engine.

Measured by Orbatormethodology owner Henrik Tellewindow ends Sep 6, 2026

What AI recommends — by engine

Recommendation share = the % of sampled AI answers, over a 4-week rolling window, that recommend each product. Higher is better.

CLAUDE

Airops

0.1%

MarketMuse

0%

GEMINI

Airops

0.1%

MarketMuse

0.2%

GROK

Airops

0.4%

MarketMuse

0.2%

CHATGPT

Airops

0%

MarketMuse

0%

PERPLEXITY

Airops

0%

MarketMuse

0.2%

The facts — sourced & dated

airops.com

Features

  • Content Review & Quality ScoresSource · Verified Sep 5, 2026
  • Answer EnginesSource · Verified Sep 5, 2026
  • Agent AnalyticsSource · Verified Sep 5, 2026
  • Custom AEO DashboardsSource · Verified Sep 5, 2026
  • Sentiment & Theme AnalysisSource · Verified Sep 5, 2026
  • Competitor AnalysisSource · Verified Sep 5, 2026
  • Citation & Source AnalysisSource · Verified Sep 5, 2026
  • Brand KitsSource · Verified Sep 5, 2026
  • Knowledge BasesSource · Verified Sep 5, 2026
  • Playbooks & WorkflowsSource · Verified Sep 5, 2026
  • Human Review & ApprovalsSource · Verified Sep 5, 2026
  • Custom Prompts & PagesSource · Verified Sep 5, 2026

Integrations

  • Project ManagementSource · Verified Sep 5, 2026
  • SocialSource · Verified Sep 5, 2026
  • CMSSource · Verified Sep 5, 2026
  • SEOSource · Verified Sep 5, 2026
  • AEOSource · Verified Sep 5, 2026

Platforms

  • APISource · Verified Sep 5, 2026
marketmuse.com

Features

  • Quality analysisSource · Verified Sep 5, 2026
  • Content BriefsSource · Verified Sep 5, 2026
  • Strategy DocsSource · Verified Sep 5, 2026
  • Topic NavigatorSource · Verified Sep 5, 2026
  • Site HeatmapSource · Verified Sep 5, 2026
  • SERP x-raySource · Verified Sep 5, 2026
  • Topic AuthoritySource · Verified Sep 5, 2026
  • Competitor gapsSource · Verified Sep 5, 2026
  • Personalized difficultySource · Verified Sep 5, 2026
  • Content planSource · Verified Sep 5, 2026
  • Link recommendationsSource · Verified Sep 5, 2026

Pricing

  • FreeSource · Verified Sep 5, 2026

Airops vs MarketMuse — FAQ

Does AI recommend Airops or MarketMuse more?

Across the AI engines the Index measures, Airops and MarketMuse are recommended about equally — roughly 0.1% of sampled answers each over the last 4 weeks.

Which AI engines were used to compare Airops and MarketMuse?

Recommendation share is measured on CLAUDE, GEMINI, GROK, CHATGPT, PERPLEXITY using neutral, buyer-shaped prompts (no product names), aggregated over a 4-week rolling window. See the methodology for prompt design and sample sizes.

Own one of these products? Claim your profile to keep its facts accurate.

Recommendation share and entity resolution follow the Index methodology. Facts are sourced from each vendor's own pages and re-verified periodically. Customer status does not affect measurement. Free to use with attribution to orbator.io.

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