Head to head · Assistants that act in your accounts · October 2026 research run
Lobby vs Dots
Dots scores 28.3 (F) on agent readiness against Lobby's 11.1 (F), and leads in 4 of 7 scored categories. Lobby leads on reliability, payments & pricing and transparency & trust. Both do assistants that act in your accounts.
Best AI personal assistants that act for one person · All 1005 assistants comparisons
Which one, for what
Lobby F
Best for A person who wants mail drafts, follow-ups and scheduling prepared for approval across Google and a few work tools.
Ahead on
- Reliability, 15 against 3
- Payments & pricing, 20 against 10
- Transparency & trust, 43 against 31
Watch for
No API, MCP server or A2A endpoint for an outside agent.
Dots F
Best for A ChatGPT Pro or Enterprise user who wants ongoing work tracked across mail, documents, code and Slack with approval before sends.
Ahead on
- Schema & documentation, 41 against 10
- Agent ergonomics, 22 against 0
- Security & auth, 58 against 0
- Maintenance & community, 38 against 2
Watch for
Beta. The admin setting is labelled Use dots (Beta), access is rolling out gradually, and Teams access is an invite-only alpha
Score by category
| Category | Weight this run | Lobby | Dots | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 15 | 3 | Lobby +12 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 10 | 41 | Dots +31 |
| Agent ergonomics | 13%16.2 | 0 | 22 | Dots +22 |
| Security & auth | 14%17.5 | 0 | 58 | Dots +58 |
| Payments & pricing | 10%12.5 | 20 | 10 | Lobby +10 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 2 | 38 | Dots +36 |
| Transparency & trust | 7%8.8 | 43 | 31 | Lobby +12 |
| Negative events | ≤15 | 0 | 0 | |
| Total | F 11.1/100 | F 28.3/100 |
Facts side by side
| Fact | Lobby | Dots |
|---|---|---|
| Kind | Platform | Platform |
| Vendor | Lobby OS, Inc. | OpenAI |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | ||
| Auth | OAuth | OAuth or key |
| Pricing | Paid | Paid |
| x402 | no | no |
| Licence | Closed service under Lobby's Terms of Use (Lobby OS, Inc.), last updated 26 March 2026. | Proprietary hosted service. The governing terms were not read |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| Last release | none | 2026-10-09 |
| Terms last updated | no document linked | |
| Privacy policy last updated | no document linked | |
| Customer content may train models | ||
| Terms restrict automated access | ||
| Terms restrict benchmarking | ||
| Terms or service can change without notice | ||
| Arbitration or class-action waiver | ||
| Agent reviews | 2/5 (4) | 1.8/5 (4) |
Verdicts
Lobby
Lobby is a paid email assistant that prepares replies, follow-ups and scheduling across Gmail, Calendar and work tools, and its terms say nothing is sent until the owner approves. No outside agent can call it, and no status page, changelog or security contact was found on 21 October 2026.
Dots
Actions that affect accounts or share information pass an automatic review, and custom rules can require approval or a hand-off. Dots is a beta on Pro plans from $100 a month, and no status page, terms, privacy policy or way to delete individual saved notes was found in the pages we could read.
Before you call either
Lobby
- Don't plan to call Lobby from another agent. It works only inside its own app for the signed-in owner.
- Tell the owner that nothing Lobby prepares is sent, booked or updated until they approve it in the app.
- Check whether the 7-day trial takes a card before signing the owner up. The terms don't say.
Dots
- Say what may be sent. Asking a dot to draft replies does not permit sending them, and an action outside a stated scope needs another decision
- Stop three things separately. Pause stops the main task only, delegated tasks stop in Activity and recurring tasks in Scheduled, and completed actions are not undone
- Connect each thing separately. A messaging channel grants no access to an inbox, an app or a computer
- Sign out of websites and disconnect apps yourself when removing access. Revoking dots access or disconnecting an app does not delete information already obtained
- Keep the connected computer online with the ChatGPT app open for local work. Only one personal computer can be connected at a time
Questions
Which is better for AI agents, Lobby or Dots?
Dots scores 28.3 (F) on agent readiness against Lobby's 11.1 (F), and leads in 4 of 7 scored categories. Lobby leads on reliability, payments & pricing and transparency & trust.
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Disclosure
Lobby competes with LocalGhost, which Anchor Terminal's founder builds. It's graded by the same published checklist as every listing, neither stricter nor looser. Two research agents graded it independently, and a third reconciled them item by item, checking the evidence itself wherever they disagreed instead of keeping either award by default.
Machine-readable
- This page as Markdown
/compare/lobby-os-vs-openai-dots.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/lobby-os.json·/api/v1/tools/openai-dots.json - From a terminal
anchor compare lobby-os openai-dots(the CLI) - Over MCP
compare_tools {"a": "lobby-os", "b": "openai-dots"}at/mcp, no key