Vertical solutions
AEO for Marketplaces: Disambiguate at scale and win comparisons
Keep products, sellers, and reviews clean so engines cite you for “best of” and product queries.
Use cases
From ingestion to AEO outcomes
Entity management and schema automation for sprawling catalogs.
Catalog entity modeling
Normalize brands, variants, and attribute names.
- Entity templates
- Conflict resolution
Structured comparisons
Generate extractable matrices answer engines prefer.
- Comparison tables
- FAQ clusters
Review aggregation
Curate reputable signals with provenance.
- Review sources
- Sentiment tags