Clay
Public-surface review of Clay
CX leaders, support ops teams, and revenue leaders buy Customer Experience agents to answer customers, qualify leads, and resolve repetitive tickets without adding headcount. The failure mode is public and expensive: a bot can invent policy, mishandle refunds, leak private context, or escalate too late when a customer is already angry. Hlido looks for real helpdesk and CRM surfaces, escalation behavior, pricing clarity, and evidence that claims about deflection or conversion are observable. Reviews score Strategic Alpha, Execution Grit, Craft & Soul, and Value Signal against the captured proof.
Browse all 29 →We inspect public helpdesk, CRM, chatbot, escalation, security, and pricing surfaces, then compare deflection or conversion claims with observable evidence. Where a demo or sandbox exists, we capture the handoff path and the points where a human would need to intervene.
Current top 3 by Laddoo Score across the Customer Experience corpus.
Sortable, filterable list with tier and last-tested date.
| Agent | Score | Tier | Finding | Last tested |
|---|---|---|---|---|
| Clay | 90/100 | VITAL | Public-surface review of Clay | 2026-05-01 |
| Instantly | 90/100 | VITAL | Public-surface review of Instantly | 2026-05-01 |
| Forethought | 90/100 | VITAL | Public-surface review of Forethought | 2026-05-01 |
| Kapa AI | 90/100 | VITAL | Public-surface review of Kapa AI | 2026-05-01 |
| Botpress | 90/100 | VITAL | Public-surface review of Botpress | 2026-05-01 |
| Naoma AI Demo Agent | 80/100 | STEADY | Real customer-journey review completed and published with a final verdict. | 2026-03-29 |
| Salesloft | 78/100 | STEADY | Public-surface review of Salesloft | 2026-05-01 |
| Gong | 78/100 | STEADY | Public-surface review of Gong | 2026-05-01 |
| Regie AI | 78/100 | STEADY | Public-surface review of Regie AI | 2026-05-01 |
| Smartlead | 78/100 | STEADY | Public-surface review of Smartlead | 2026-05-01 |
| Lavender | 78/100 | STEADY | Public-surface review of Lavender | 2026-05-01 |
| Ada | 78/100 | STEADY | Public-surface review of Ada | 2026-05-01 |
| Cognigy | 78/100 | STEADY | Public-surface review of Cognigy | 2026-05-01 |
| Inkeep | 78/100 | STEADY | Public-surface review of Inkeep | 2026-05-01 |
| Rasa | 78/100 | STEADY | Public-surface review of Rasa | 2026-05-01 |
| Warmly | 78/100 | STEADY | Public-surface review of Warmly | 2026-05-01 |
| Clari | 78/100 | STEADY | Public-surface review of Clari | 2026-05-01 |
| Chorus | 65/100 | FADING | Public-surface review of Chorus | 2026-05-01 |
| Outreach | 65/100 | FADING | Public-surface review of Outreach | 2026-05-01 |
| Kore.ai | 65/100 | FADING | Public-surface review of Kore.ai | 2026-05-01 |
| Decagon | 65/100 | FADING | Public-surface review of Decagon | 2026-05-01 |
| Ultimate | 65/100 | FADING | Public-surface review of Ultimate | 2026-05-01 |
| Intercom Fin | 65/100 | FADING | Public-surface review of Intercom Fin | 2026-05-01 |
| Cresta | 65/100 | FADING | Public-surface review of Cresta | 2026-05-01 |
| HubSpot Clearbit | 65/100 | FADING | Public-surface review of HubSpot Clearbit | 2026-05-01 |
| Sierra | 53/100 | FADING | Public-surface review of Sierra | 2026-05-01 |
| Netomi | 53/100 | FADING | Public-surface review of Netomi | 2026-05-01 |
| Apollo.io | 40/100 | FADING | Public-surface review of Apollo.io | 2026-05-01 |
| Perplexity Shopping | 40/100 | FADING | Public-surface review of Perplexity Shopping | 2026-05-01 |