Review · AI tools
Sierra review
A conversational AI platform for large brands, with agents built from SOPs and plain English and priced on outcomes.
By the TopToolAdvisor research desk · Updated November 6, 2026
- Features (35%)
- 9.2
- Ease of use (35%)
- 7.4
- Value (30%)
- 6.6
Sierra targets large brands that want a custom AI agent that sounds like them across every channel. Its Ghostwriter tool builds a production agent from uploaded SOPs, call transcripts, whiteboard photos or audio recordings, or from a plain English description, with guardrails built in. A single agent can run on voice, chat, email, WhatsApp, SMS and ChatGPT in 59 languages. Sierra puts weight on improving agents after launch: Explorer answers questions about performance from conversation data, Monitors flag conversations that need attention, Experiments run multivariate tests, and observability shows every tool call and knowledge lookup. Sierra pioneered outcome-based pricing, where you pay when the software achieves agreed outcomes, but it publishes no prices and sells through sales conversations. That makes it a poor fit for small teams and harder to compare on cost with self-serve tools.
Who it is for
Large consumer brands that want a custom, on-brand AI agent across voice, chat, email and WhatsApp.
Price
See vendor pricing (USD check pending).
US price check pending. See the vendor pricing page.
Key features
- Ghostwriter builds an agent from SOPs, transcripts, photos, audio or a plain English description
- One agent across voice, chat, email, WhatsApp, SMS and ChatGPT
- 59 languages, available 24/7/365
- Explorer, Monitors and Experiments for analyzing and testing agent performance
- Observability into tool calls, knowledge lookups and latency
Strengths and weaknesses
- Strength: Outcome-based pricing, paying only when set outcomes are achieved
- Strength: Agents can be built with or without engineering support
- Strength: Multivariate testing of conversation design
- Weakness: No published prices
- Weakness: Aimed at large companies, not small teams
- Weakness: Outcome definitions must be negotiated in the contract
Key facts
- Pricing model: Outcome-based, through sales
- Languages: 59
- Channels: Voice, chat, email, WhatsApp, SMS and ChatGPT
- Agent builder: Ghostwriter
Where it ranks
Sierra is No. 9 in our Best AI Customer Service Chatbots verdict.
Alternatives we scored
Visit sierra.ai · Questions or corrections: editorial@toptooladvisor.com