Comparison · Tru Commerce vs ReFiBuy
Tru Commerce vs ReFiBuy
ReFiBuy is product-led on the data side, media-led via Retailgentic. Tru Commerce is product-led across all four tracks — data, distribution, attribution, sponsored placement — and our measurement feeds a checkout-completable platform, not a separate vendor.
factual matrix · no editorial
Who's comparing
Enterprise PIM and catalog teams choosing between a data-quality platform and a measurement-plus-execution platform.
How ReFiBuy positions themselves: “Product-data and catalog optimization for AI discovery (sister to Retailgentic).”
Feature comparison
Feature
ReFiBuy
Tru Commerce
Catalog data normalization
✓ Core product
✓
PIM-style attribute mapping
✓
✓
Industry newsletter / media
✓ Retailgentic
Insights newsletter (forthcoming)
Citation Rank / AI Share of Voice
Partial
✓ Across 6 surfaces
Agent-completable checkout
—
✓
DACT / agent-attribution
Coined the term
✓ Productized
Sponsored placements
—
✓ (early)
Free tier
Trial
Free forever (≤10 agent transactions/mo)
First-party case studies with numbers
Limited public
Amazon India, ITC, HoZ, MyMuse
When to pick which
ReFiBuy is the right call when your core gap is catalog data quality and you want a platform whose authority is reinforced by an industry newsletter. Tru Commerce is the right call when you want catalog quality plus distribution, transaction completion, and attribution in one platform.
Proof