The agent that never forgets.
And never waits to be asked.

Track companies, launches, competitors, and market signals with agents that keep research structured and continuously fresh.

Try the Market Intelligence demo View source on GitHub

Company

Legal Engineering Support Finance Sales

Personal

Leadership Venture Capital

Public

Agent Community Market Intelligence

Cron

Every 30 min — scans competitor launches and reviews

Track competitor launches and review sentiment, compare against our positioning, and surface new signals.

Trace

watcher.poll(since: last_run)

→ 3 events collected

11:30Product HuntAirtable AI launched with new automation positioning

11:42Reddit2 new reliability complaints surfaced this week

11:50PMMneeds an Airtable vs Notion comparison before noon

producthunt.launches(since: Mar 11)

→ Airtable AI · 3 competitors

reddit.reviews(airtable, 7d)

→ 12 posts · 2 flag reliability

recall(product: Airtable)

→ Q3 scan: automation strong, docs weak

upsert(Release airtable-ai-mar18)

→ linked Product Airtable

link(Airtable ↔ Notion)

→ competitor pair updated

Skills

Learn about Skills →

MCP

producthuntreddit

Network

producthunt.comcrunchbase.com.techcrunch.comgithub.com.github.com.githubusercontent.com

Memory

Learn about Memory →

Entities touched

BrandEntity: Airtable

primarybrand

ProductProduct: Airtable Interfaces

productlaunch

Relationship

content Reviewsmentionscomparison Airtable vs Notion

Outcome →

#market-intel

Airtable AI launched this week — automation-heavy but Reddit's flagging reliability issues (12 posts, 2 with concerns). Versus Notion: Airtable still leads on automation depth, Notion still leads on docs and collaboration — the Q3 gap hasn't closed.

Available in

Slack Telegram WhatsApp Discord Teams Google Chat REST API

Live workspace

Open workspace →

Read-only preview of the Market Intelligence workspace running on Lobu.

Architecture

Every agent runs in a sandboxed container with no outbound network by default — on your infrastructure, not ours.

Messaging platforms

Slack

Block Kit, interactive actions

Mini App, inline buttons

Reply buttons, list menus

Discord

Servers, DMs, markdown replies

Teams

Channels, bots, enterprise workflows

Google Chat

Cards v2, Workspace spaces

Link users across platforms with single sign-on
Approval flows, rich cards, buttons, and more

Bring your own agent

any MCP-capable agent

Lobu Memory

Lobu

Control Plane

Secrets

Single Sign-On (IdP)

Skill Registry Traces Sandboxing

Workers never see secrets
HTTP proxy with domain allowlist
MCP proxy with per-user OAuth
BYO provider keys (Anthropic etc.)

Equip your agent

Lobu Skills

OpenClaw Runtime

User A

isolated

OpenClaw Runtime

User B

isolated

OpenClaw Runtime

User C

isolated

One sandbox per user and channel
Kata Containers / Firecracker microVMs / gVisor on GCP
virtualized bash for scaling beyond 1000 users
No direct internet access (internal network)
Nix reproducible environments
OpenTelemetry for observability

Lobu in memory benchmarks

Apples-to-apples comparison on public memory datasets. The model is GLM 5.1 via z.ai.

LongMemEval (oracle-50)

Single-session knowledge retention.

System	Overall	Answer	Retrieval	Latency
Lobu	87.1%	78.0%	100.0%	237ms
Supermemory	69.1%	56.0%	96.6%	702ms
Mem0	65.7%	54.0%	85.3%	753ms

LoCoMo-50

Multi-session conversational memory.

System	Overall	Answer	Retrieval	Latency
Lobu	57.8%	38.0%	79.5%	121ms
Mem0	41.5%	28.0%	66.9%	606ms
Supermemory	23.2%	14.0%	36.5%	532ms

Read the methodology

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