ReFiBuy
- Company typePrivate
- Founded2025
- HeadquartersRaleigh, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
ReFiBuy firmographics
Firmographics- Name
- ReFiBuy
- Legal name
- ReFiBuy, Inc.
- Website
- https://refibuy.ai
- Company type
- Private
- Founded year
- 2025
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Ownership category
- akta.pro rank
ReFiBuy industry classification
Industry- Product category
- Agentic Commerce Optimization Software
- NAICS
- Software Publishers (5132)
- SIC
- Services-Prepackaged Software (7372)
- akta.pro primary industry
- Enterprise Application License Advisory, Vendor Management & Optimization (BPAEAGAO)
- akta.pro secondary industries
- Enterprise AI Governance, Risk & Compliance Platforms (Model Risk, Audit, Policies) (HDAEANAE), Price Comparison, Deals, Cashback & Loyalty Shopping Platforms (BPAMAGAH)
Keywords
Where ReFiBuy is headquartered
LocationHeadquarters
- HQ city
- Raleigh
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
ReFiBuy business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure
Revenue model
- Annual Subscription: ReFiBuy operates on an annual subscription priced by catalog size and number of monitored SKUs. Pricing is not publicly disclosed; customers contact sales for quotes. Designed for ongoing, continuous optimization rather than one-time audits.
- Partner / Developer Program Revenue: Build with ReFiBuy early-access design partner program (Q3 2026) for integrators, PIM partners, and agent builders embedding ReFiBuy into multi-client workflows and AI-native shopping experiences, supporting potential licensing / API-consumption revenue in addition to direct subscriptions.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Annual subscription priced by catalog size and number of monitored SKUs |
Go-to-market motion4 records
Distribution channels4 records
Marketing channels8 records
ReFiBuy product offering
Product offeringCore offering
ReFiBuy sells the Commerce Intelligence Engine, an agentic-native closed-loop SaaS platform that continuously ingests, evaluates, enriches, syncs, distributes, and monitors product catalog data so that individual SKUs qualify for and remain visible across AI shopping engines such as ChatGPT, Google Gemini, Perplexity, Microsoft Copilot, Meta.ai, Grok, and Claude. The platform is sold as an annual subscription priced by catalog size and number of monitored SKUs to enterprise brands, retailers, and agencies, and is additionally exposed to developers via REST API, MCP server, and CLI through the Build with ReFiBuy developer platform.
Product overview
ReFiBuy offers a single unified Agentic Commerce Optimization (ACO) platform organized around one core product, the Commerce Intelligence Engine, which is broken into six capability modules (Ingest, Evaluate, Enrich, Sync, Distribute, Monitor) operating as a continuous closed-loop system for SKU-level product data optimization across AI shopping engines like ChatGPT, Gemini, Perplexity, Claude, Copilot, Meta.ai, and Grok. The platform is exposed to developers through Build with ReFiBuy, a separate developer platform/API product providing REST API, MCP server, and CLI access to the same Commerce Intelligence Engine for integration into PIM, feed, and commerce workflows. Add-on features extend the core platform, including Catalog Scoring (a 0-100 readiness scoring system across seven weighted dimensions) and the Agentic Readiness Report (a free diagnostic tool). Supporting the platform are content and media properties including Retailgentic (research publication) and RetailPlaybook (podcast and newsletter for brands navigating agentic commerce).
Differentiator
Problem solved
Functional benefit
Brands
- Retailgentic: ReFiBuy's research and commentary publication on agentic commerce, hosted by CEO Scot Wingo (substack, podcast, and ecosystem map).
- RetailPlaybook
Products and services
- Commerce Intelligence Engine Agentic-native closed-loop SaaS platform that ingests, evaluates, enriches, syncs, distributes, and monitors product catalog data so SKUs qualify and remain visible across AI shopping engines (ChatGPT, Gemini, Perplexity, Claude, Copilot, Meta.ai, Grok). Sold as an annual subscription priced by catalog size and monitored SKUs to enterprise brands, retailers, and agencies.
- Build with ReFiBuy (Developer Platform) Developer-facing product providing API, MCP server, and CLI access to the Commerce Intelligence Engine for brands, retailers, integration and PIM partners, and agent builders embedding catalog intelligence into multi-client workflows and AI-native shopping experiences. Organized into Enrichment, Distribution, and Monitoring product areas.
Quantifiable outcome
- Up to 70%+ of AI shopping traffic is currently invisible in standard analytics (ReFiBuy-defined DACT metric)
- +4 more outcomes
Companies that use ReFiBuy
Customer profileNamed customers1 record
Segments4 records
Ideal customer profiles4 records
ReFiBuy technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration8 records
AI capability11 records
Feature5 records
ReFiBuy partnerships and signals
Strategic signalPartnerships
Eleven partnerships are on record, tiered flagship, core and minor.
- Elastic PathflagshipTechnology partnership integrating ReFiBuy's Commerce Intelligence Engine with Elastic Path Composable Commerce. Enables B2B merchants to evaluate, enrich, distribute, sync, and monitor product catalogs for AI shopping agents like ChatGPT, Perplexity, and Google Gemini. Integration available in early access in H2 2026, leveraging Elastic Path's API-first Product Experience Manager for catalog intelligence workflows.
- OpenAI (Agentic Commerce Protocol)coreBuild with ReFiBuy supports distribution of agentic-ready product data to shopping surfaces including OpenAI's Agentic Commerce Protocol, enabling direct integration with ChatGPT and other OpenAI-powered shopping agents.
- Google (Universal Commerce Protocol / UCP)coreBuild with ReFiBuy supports delivery of agentic-ready product data to Google's Universal Commerce Protocol surfaces, aligning with Google's roadmap for native checkout inside AI Mode and the Gemini app.
- AkeneocoreDesign partner program for teams working with Akeneo PIM; ReFiBuy integrates with Akeneo to enrich product data without disrupting existing workflows.
- ShopifycoreDesign partner program for teams working with Shopify; ReFiBuy integrates to enrich product data and distribute agentic-ready catalog data to AI shopping engines.
- Salesforce Commerce CloudcoreDesign partner program for teams working with Salesforce Commerce Cloud to integrate ReFiBuy's catalog intelligence into existing commerce workflows.
- SalsifycoreReFiBuy connects directly to Salsify via API or data feeds, enriching product data pre- or post-PIM without disrupting the existing commerce stack; included in Build with ReFiBuy design partner program.
- SyndigocoreReFiBuy connects to Syndigo via API or data feeds to enrich and normalize product data so AI systems can interpret products accurately when supplier inputs are inconsistent.
- NekudaminorJoint webinar partner on ACP, UCP, and what actions make sense right now (45 min, 2026), collaborating on agentic commerce education and adoption.
- WorldPayminorJoint webinar partner with Nekuda on ACP, UCP, and what actions make sense right now (45 min, 2026).
- HubSpotminorReFiBuy uses HubSpot for CRM, website analytics, and email communications; HubSpot acts as a data processor under its Data Processing Agreement.
Scale indicators8 records
Recent moves6 records
Expansion highlights6 records
ReFiBuy competitors and assessment
Company assessmentDirect peers
- Salsify: Product Experience Management platform for brand manufacturers and retailers, providing PIM, activation, and syndication of product content across digital channels. Comparable to ReFiBuy as both handle SKU-level product data optimization; Salsify is also a named ReFiBuy partner, indicating direct channel overlap.
- Akeneo: Enterprise Product Information Management (PIM) platform that ingests, enriches, and distributes product data across commerce channels. Directly comparable to ReFiBuy's Ingest/Enrich/Sync capabilities, and is also a named ReFiBuy partner via the Build with ReFiBuy design partner program.
- Syndigo: Product content syndication and master data management platform serving CPG, retail, and foodservice with SKU-level data normalization. Comparable to ReFiBuy on the ingestion, enrichment, and AI-readiness layer; Syndigo is also a named ReFiBuy integration partner.
Broad incumbents
- Bloomreach: Commerce experience platform combining product search, merchandising, content, and personalization for enterprise retailers and brands. Overlaps with ReFiBuy on product discovery optimization and AI-driven relevance, but operates as a broader, more established commerce stack.
- Coveo: Enterprise AI search, relevance, and generative experience platform serving commerce, service, and workplace. Overlaps with ReFiBuy on relevance and AI-driven product discovery, but as part of a broader enterprise search portfolio across multiple verticals.
- Algolia: Search-as-a-service platform powering on-site product search and discovery for retailers and brands. Comparable to ReFiBuy on the product-discovery-and-relevance layer for ecommerce, though as a broad incumbent search infrastructure provider rather than an agentic-specialist.
- Shopify (Commerce AI features): Ecommerce platform with growing AI features including product description generation, semantic search, and Shop App AI discovery. Comparable to ReFiBuy as both serve merchants preparing catalogs for AI-driven discovery, though Shopify's AI is embedded in a full commerce platform rather than a dedicated ACO layer.
Emerging players
- Constructor: AI-powered product discovery and search platform for ecommerce, using clickstream and behavioral data to optimize rankings and recommendations. Comparable to ReFiBuy on the AI-driven discovery and ranking side of agentic commerce, but focused on onsite search rather than AI shopping agents.
- Lily AI: AI platform that enriches retail product catalogs with customer-centric attributes and language to improve discovery and conversion. Comparable to ReFiBuy on the SKU-level attribute enrichment and AI-readiness use case, focused specifically on retail taxonomy and language optimization.
- Klevu: AI-powered on-site search, merchandising, and product discovery platform for ecommerce retailers. Comparable to ReFiBuy on AI-driven relevance and discovery for retailers, but focused on on-site search rather than external AI shopping agents.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
ReFiBuy social profiles
Digital presenceReFiBuy compliance and trust
Trust signalCompliance2 records
ReFiBuy financial estimates
Financial estimateRevenue estimate
Valuation estimate
ReFiBuy leadership team
Management profileNumber of profiles
Profiles7 records
ReFiBuy funding detail
Funding detailFunding overview
Funding rounds2 records
Investors9 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
ReFiBuy M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about ReFiBuy
What does ReFiBuy do?
ReFiBuy sells the Commerce Intelligence Engine, an agentic-native closed-loop SaaS platform that continuously ingests, evaluates, enriches, syncs, distributes, and monitors product catalog data so that individual SKUs qualify for and remain visible across AI shopping engines such as ChatGPT, Google Gemini, Perplexity, Microsoft Copilot, Meta.ai, Grok, and Claude. The platform is sold as an annual subscription priced by catalog size and number of monitored SKUs to enterprise brands, retailers, and agencies, and is additionally exposed to developers via REST API, MCP server, and CLI through the Build with ReFiBuy developer platform.
Is ReFiBuy a public or private company?
ReFiBuy is a private company. It is classified as venture growth investor backed and is currently operating.
When was ReFiBuy founded?
ReFiBuy was founded in 2025. It employs 11 to 50 people.
Where is ReFiBuy based?
ReFiBuy is headquartered in Raleigh, United States, in the North America region.
How does ReFiBuy make money?
Two revenue lines are on record. Annual Subscription is the primary driver. The others are partner / Developer Program Revenue.
Who are ReFiBuy's main competitors?
Direct peers on record are Salsify, Akeneo and Syndigo. Broad incumbents are Bloomreach, Coveo, Algolia and Shopify (Commerce AI features). Emerging players are Constructor, Lily AI and Klevu.
Does ReFiBuy have an API?
Yes. Build with ReFiBuy provides developers with access to the Commerce Intelligence Engine via REST API, MCP server, and CLI. The platform enables teams to evaluate, enrich, distribute, sync, and monitor product data across existing PIM, feed, and commerce workflows. It is organized into three core product areas: Enrichment (Ingest + Enrich), Distribution (Distribute + Sync), and Monitoring (Evaluate + Monitor). Distribution supports delivery to AI shopping surfaces including OpenAI's Agentic Commerce Protocol (ACP) and Google's UCP, with sync back to PIMs and ERPs. Available in early access starting Q3 2026, with a design partner program for teams working with Akeneo, Salsify, Shopify, Salesforce Commerce Cloud, and AI agent frameworks. Developer documentation is at refibuy.ai/developers.
What industry is ReFiBuy in?
ReFiBuy's product category is Agentic Commerce Optimization Software. Its primary akta.pro industry code is BPAEAGAO, Enterprise Application License Advisory, Vendor Management & Optimization, with a secondary code of HDAEANAE, Enterprise AI Governance, Risk & Compliance Platforms (Model Risk, Audit, Policies). Its NAICS code is 5132 and its SIC code is 7372.