Celes vs Marqo
Which Retail AI tool is better in 2026?
Celes
AI demand forecasting and inventory optimization for retailers
Marqo
AI-native search and product discovery platform that optimises ecommerce conversion and revenue.
Side-by-side
Marqo is the more established option (raised $17.8M); pricing is comparable on both sides.
| Metric | Celes | Marqo |
|---|---|---|
| Taglinei | AI demand forecasting and inventory optimization for retailers | AI-native search and product discovery platform that optimises ecommerce conversion and revenue. |
| Foundedi | 2022 | 2022 |
| HQi | Barranquilla, CO | San Francisco, US |
| Employeesi | 11-50 | 51-200🏆 |
| Neuron scorei | 53 | 56🏆 |
| Total fundingi | $3M | $17.8M🏆 |
| Latest roundi | Seed · Sep 2023 | Series A · Feb 2024 |
| Valuationi | $12M🏆 | — |
| Cheapest paid plani | Pricing not disclosed | — |
| Free plani | ✗ | ✗ |
| Free triali | ✗ | ✗ |
| Top tier pricei | Pricing not disclosed | Enterprise · Contact sales |
| Pricing summaryi | Enterprise · Contact sales | 1 published plans |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Celes and Marqo.
| Capability | Celes | Marqo |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✓ | ✗ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | — | 1 (Python) |
| Free plan | ✗ | ✗ |
| Free trial | ✗ | ✗ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Celes
- Strong in AI Retail
🔵 Strengths of Marqo
- Has raised more capital ($17.8M vs $3M)
- Higher Neuron score (56 vs 53)
Which should you choose?
Choose Marqo if price matters most — it starts at Enterprise · Contact sales, which is friendlier for teams watching burn. Both AI Retail tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose Marqo if you want the most established option — it has raised $17.8M, suggesting more runway for enterprise features, support, and long-term roadmap. For mission-critical workflows or larger teams, that stability often outweighs a lower monthly price.
Frequently asked questions
Celes vs Marqo — which is better?
It depends on your priority. Celes is the leaner option; Marqo has broader feature depth. See the side-by-side table above.
Is Celes cheaper than Marqo?
No — Marqo's cheapest paid plan is Enterprise · Contact sales, while Celes's is Enterprise · Contact sales.
Do Celes and Marqo offer free plans?
Celes: Paid only. Marqo: Paid only.
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