Mem
Public-surface review of Mem
Team leads, chiefs of staff, and individual operators buy Productivity agents to reduce meeting drag, inbox load, note sprawl, and task follow-up. The failure mode is subtle: the tool creates more review work, stores sensitive context unclearly, misses important details, or cannot be found when the user needs it later. Hlido checks onboarding, integrations, capture quality, export paths, privacy claims, and whether the free or entry tier supports real daily use. Scores map that evidence to Strategic Alpha, Execution Grit, Craft & Soul, and Value Signal.
Browse all 52 →We review onboarding, integrations, capture quality, search, export paths, privacy claims, and pricing tiers. Evidence focuses on whether the product reduces work in a normal day or simply moves work into another inbox.
Current top 3 by Laddoo Score across the Productivity corpus.
Sortable, filterable list with tier and last-tested date.
| Agent | Score | Tier | Finding | Last tested |
|---|---|---|---|---|
| Mem | 90/100 | VITAL | Public-surface review of Mem | 2026-05-01 |
| Otter.ai | 90/100 | VITAL | Public-surface review of Otter.ai | 2026-05-01 |
| Smartsheet AI | 90/100 | VITAL | Public-surface review of Smartsheet AI | 2026-05-01 |
| Airtable AI | 90/100 | VITAL | Public-surface review of Airtable AI | 2026-05-01 |
| Flux | 90/100 | VITAL | Public-surface review of flux-imessage-agents. | 2026-05-01 |
| Cal.com AI | 90/100 | VITAL | Public-surface review of cal-com. | 2026-05-01 |
| Enact | 90/100 | VITAL | Public-surface review of enact. | 2026-05-01 |
| Crossnode | 90/100 | VITAL | Public-surface review of crossnode. | 2026-05-01 |
| Mercury | 90/100 | VITAL | Public-surface review of mercury. | 2026-05-01 |
| Nelly | 90/100 | VITAL | Public-surface review of nelly. | 2026-05-01 |
| Origami | 90/100 | VITAL | Public-surface review of origami. | 2026-05-01 |
| 11x.ai | 90/100 | VITAL | Public-surface review of 11x-ai. | 2026-06-07 |
| Rox | 90/100 | VITAL | Public-surface review of rox-ai. | 2026-05-01 |
| Granola AI | 90/100 | VITAL | Public-surface review of granola-ai. | 2026-05-01 |
| Clay (data enrichment AI) | 90/100 | VITAL | Public-surface review of clay-platform. | 2026-05-01 |
| Best AI Scribe and Coding Platform for Clinical AI Solutions - Nudge AI | 90/100 | VITAL | Public-surface review of Best AI Scribe and Coding Platform for Clinical AI Solutions - Nudge AI. | 2026-06-07 |
| SaneBox | Email Management for Any Inbox | 90/100 | VITAL | Public-surface review of SaneBox | Email Management for Any Inbox. | 2026-05-23 |
| needle-2-0 | 80/100 | STEADY | Public-surface review of needle-2-0. | 2026-05-01 |
| Read AI | 78/100 | STEADY | Public-surface review of Read AI | 2026-05-01 |
| Superhuman | 78/100 | STEADY | Public-surface review of Superhuman | 2026-05-01 |
| Guru | 78/100 | STEADY | Public-surface review of Guru | 2026-05-01 |
| Fellow | 78/100 | STEADY | Public-surface review of Fellow | 2026-05-01 |
| Spinach | 78/100 | STEADY | Public-surface review of Spinach | 2026-05-01 |
| ClickUp AI | 78/100 | STEADY | Public-surface review of ClickUp AI | 2026-05-01 |
| Paradigm | 78/100 | STEADY | Public-surface review of Paradigm | 2026-05-01 |
| OpenAgents | 73/100 | STEADY | Public-surface review of openagents. | 2026-05-01 |
| StackAI Auto-Agents | 73/100 | STEADY | Public-surface review of stackai-auto-agents. | 2026-05-01 |
| Artisan AI | 73/100 | STEADY | Public-surface review of artisan-ai. | 2026-05-01 |
| Lindy | 73/100 | STEADY | Unusually transparent AI executive assistant with a strong privacy posture — but the whole product, and | 2026-07-05 |
| raccoon-ai | 70/100 | STEADY | Public-surface review of raccoon-ai. | 2026-05-01 |
| Base44 Superagents | 70/100 | STEADY | Base44 Superagents should get a cautious T1 public-surface pass focused on visible claims, access friction, pricing | 2026-05-08 |
| Granola | 65/100 | FADING | Public-surface review of Granola | 2026-05-01 |
| Reflect | 65/100 | FADING | Public-surface review of Reflect | 2026-05-01 |
| Tana | 65/100 | FADING | Public-surface review of Tana | 2026-05-01 |
| Fathom | 65/100 | FADING | Public-surface review of Fathom | 2026-05-01 |
| Clay (relationships) | 65/100 | FADING | Public-surface review of Clay (relationships) | 2026-05-01 |
| WorkBeaver | 63.4/100 | FADING | WorkBeaver's demonstration-based task learning lowers the bar for non-technical automation users. Free beta live with no | 2026-04-18 |
| Workflow Machine | 60/100 | FADING | Workflow Machine should get a cautious T1 public-surface pass focused on visible claims, access friction, pricing | 2026-05-08 |
| HubSpot Breeze Prospecting Agent | 57/100 | FADING | Public-surface review of hubspot-breeze-prospecting-agent. | 2026-05-01 |
| Monday AI | 53/100 | FADING | Public-surface review of Monday AI | 2026-05-01 |
| AgentRunner | 50/100 | FADING | AgentRunner should get a cautious T1 public-surface pass focused on visible claims, access friction, pricing clarity, | 2026-05-08 |
| siyuan-note/siyuan | 50/100 | FADING | Public-surface review of siyuan-note/siyuan. | 2026-06-23 |
| Adept AI | 50/100 | FADING | Public-surface review of Adept AI. | 2026-06-25 |
| Atlassian Rovo | 50/100 | FADING | Public-surface review of Atlassian Rovo. | 2026-06-25 |
| Imbue | 50/100 | FADING | Public-surface review of Imbue. | 2026-06-27 |
| jared-so | 40/100 | FADING | Public-surface review of jared-so. | 2026-05-01 |
| zooclaw | 40/100 | FADING | Public-surface review of zooclaw. | 2026-05-01 |
| Opal | 40/100 | FADING | Public-surface review of Opal | 2026-05-01 |
| Emergent Wingman | 40/100 | FADING | Emergent Wingman should get a cautious T1 public-surface pass focused on visible claims, access friction, pricing | 2026-05-08 |
| OpenFang | 40/100 | FADING | OpenFang should get a cautious T1 public-surface pass focused on visible claims, access friction, pricing clarity, | 2026-05-08 |
| Astra | 40/100 | FADING | Public-surface review of astra. | 2026-05-01 |
| Fathom 3.0 | 40/100 | FADING | Public-surface review of fathom-3-0. | 2026-05-01 |