LumarFind, prioritize, and fix SEO, GEO/AEO, & website issues at scale
vs
MarketMuseCreate the content that counts
Comparison · SEO Tools · weekly run Nov 2
Lumar vs MarketMuse
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Lumar is the stronger AI pick in SEO Tools: it has a visibility score of 0.8 versus 0 for MarketMuse.
Choose Lumar if…
- You want the brand AI engines rank higher (0.8 vs 0)
- You need SOC 2 Type 2 coverage
- You prefer a larger, established vendor (51–200 employees)
Choose MarketMuse if…
No clear advantage in the published data.
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Lumar | MarketMuse |
|---|---|---|
| Visibility score | 0.8% | 0% |
| Change vs last week | New | New |
| Rank in SEO Tools | #36 | #45 |
| Share of voice | 0.4% | 0% |
| Mentions this run | 2 | 0 |
| Positive in AI answers | 0% | — |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Lumar 0pp · MarketMuse 0pp over 0 weekly runs.
Engine by engine
Lumar leads on 2 of 3 engines
ChatGPT
AI Mode
Perplexity
LumarMarketMuse
Head to head in AI answers
0 engine answers name both brands
0Lumar ranked higher
0MarketMuse ranked higher
Features, pricing & fit
| Dimension | Lumar | MarketMuse |
|---|---|---|
| Pricing model | — | Flat tiers |
| Entry price | — | Contact sales |
| Free plan | — | Yes |
| Deployment | Cloud-based | — |
| Compliance | SOC 2 Type 2 | — |
| Support | Dedicated SEO and GEO professional services team with strategy help and regular crawl reviews, Customer success team | — |
| Founded | 2010 | 2013 |
| Headquarters | New York, NY, United States | Boston, Massachusetts |
| Employees | 51–200 | 11–50 |
| Funding | Series B | Convertible Note (Y Combinator) |
| Best for | Enterprise SEO, web accessibility and digital marketing teams running large, complex websites | Brands, publishers and agencies whose SEO, content strategy, editing and writing teams use content to educate and engage their audience. |
Plans side by side
Lumar
Pricing not available.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Lumar vs MarketMuse”, https://slateindex.ai/compare/lumar-vs-marketmuse, data of Nov 2, 2026. Licence: CC BY 4.0.