AI for sales and customer support
Scripted bots and goal-driven agents differ in design and in how they bill. Outcome-based pricing appeared for a reason, and the domestic Japanese tools have a specific place.
Published · updated
How we ranked these
Stated before the list, so you can disagree with the weighting rather than the result.
The ranking
- 01

Sierra4.3Contact sales
Customer-facing AI agents across chat, SMS, voice and email, priced on resolved outcomes.
Worth a conversation when ticket volume is high and the knowledge base is in good shape. Below that, it is the wrong size of tool.
- 02

Intercom Fin4.5$0.99/解決
A support agent priced per resolved conversation rather than per seat, and it runs on your existing helpdesk.
The cheapest serious way to test AI support. Fix the documentation before judging the result.
- 03

Cresta4.3Contact sales
Contact-centre AI covering conversation analysis, real-time agent guidance and automation in one platform.
For large contact centres with a quality function already in place.
- 04

KARAKURI4.2Contact sales
A Japanese customer-support platform of AI agents that answer enquiries and finish the follow-up work behind them.
A reasonable choice for Japanese support operations with volume. Budget the knowledge base clean-up.
- 05

Helpfeel4.3Contact sales
Search-first FAQ and an AI agent answering from internal documents, reported on over 1,000 sites in Japan.
A good fit where contact volume is driven by findability rather than missing content.
- 06

Gong4.5Contact sales
Revenue AI that records and analyses sales conversations, then feeds forecasting from what was actually said.
Strong for sales organisations with scale. Settle consent and framing before rollout.
- 07

Clay4.5$185/mo
A go-to-market table where list building, data enrichment and outreach happen in the same place.
Powerful for outbound teams with a real offer. Expensive, and easy to misuse at volume.
- 08

Apollo4.4Free
Sales intelligence over roughly 240 million contacts, with sequencing and CRM sync, starting from a free plan.
The practical starting point for small outbound teams. Verify coverage in your market first.
- 09

Magic Moment Playbook4.2¥5,000/mo
Captures sales conversations automatically, structures them and writes the result back into Salesforce or HubSpot.
Worth it where CRM data quality has a measurable revenue cost. Check the hour maths.
- 10

Lindy4.3$49.99/mo
No-code AI assistants that sit on your inbox, meetings and CRM and keep working without prompting.
Worth a trial if inbox and meeting admin is eating hours. Check the data access question before rolling it out to a team.
Questions we get
- What is outcome-based pricing?
- Paying per resolution rather than per seat or conversation — Intercom Fin publishes $0.99 per resolution. The upside is that no effect means little spend; the work is agreeing in writing what counts as a resolution before signing.
- What to watch when operating in Japanese?
- Control of apology wording. An automatic apology can read as an admission of responsibility. If first-line complaint handling is in scope, confirm the wording can be constrained.
- Domestic or global vendor?
- It turns on Japanese response quality and contract terms. KARAKURI and Helpfeel do Japanese-language support as their core business. Global products win on feature breadth and pricing transparency.