the honest comparison
There are good tools in every direction, and each one solves a slice: a share link gets it seen, a host gets it online, a document platform gets it gated and measured, a workspace gets it filed. But a slice isn't a home. tabbr is the only one built to be the permanent, model-agnostic address for work your AI made — whichever AI made it.
the matrix
Categories, not vendors — products inside each column differ in the details. We've marked partial credit generously; several of these columns beat tabbr on their own home turf.
| /capability | tabbr | Native LLM share linksClaude · ChatGPT · Gemini | Paste-and-hostVercel / Netlify-style | Secure doc sharingDocSend-style | General workspacesNotion-style |
|---|---|---|---|---|---|
| Permanent URL you own | ✓tabbr://you/artifact | ◐public links, on the vendor's domain | ✓custom domains, fully yours | ◐vendor domain; custom domains on upper tiers | ◐public pages; custom domain for sites |
| Works with any model | ✓ | —one vendor, by definition | ✓ | ✓ | ✓ |
| Folders & hierarchy | ✓ | ◐projects group chats, not artifacts | —a list of deploys, not a library | ◐spaces and folders of documents | ✓its core strength |
| Version history | ✓ | ◐versions inside the originating chat | ✓every deploy immutable and kept | ✓new versions, same link | ◐page history, window capped by plan |
| Public / unlisted / private + email-gated access | ✓ | ◐public or private; no email gate | ◐password or SSO protection on paid plans | ✓email gates, passcodes, expiry — home turf | ◐granular sharing; named guests need accounts |
| Viewer / engagement analytics | ✓every visit, every viewer | —you never learn who opened it | ◐traffic analytics, not per-viewer | ✓per-viewer, per-page — what it's built for | ◐basic page views on paid plans |
| Chat with your artifact | ◔on the roadmap | ✓you're already in the chat | — | — | ◐an assistant over the workspace |
| Meet & record on the page | ◔on the roadmap | — | — | — | —embeds, not native |
| Use pages as context for any LLM | ◔Context Packs, on the roadmap | ◐as context for that same vendor | — | — | ◐via connectors, workspace-wide |
| Viewers always free | ✓ | ✓public links open for anyone | ✓ | ✓free, though gated by design | ✓public pages are free to read |
Comparisons reflect publicly documented features as of July 2026. Rows marked ◔ are not shipped yet — we'd rather show you the gap than claim it.
the fine print
/native-llm-share-links
Unbeatable at the thing they do: you made something, you press share, it's live in a second — versioned, and the model that built it is right there to change it. Nothing else is that frictionless. The catch is that the artifact belongs to the conversation and to one vendor: the link is public or nothing, the address isn't yours, and your work is scattered across as many libraries as you have subscriptions.
/paste-and-host
The fastest route from a file to a real URL on your own domain, with every deploy kept forever. It's excellent infrastructure — which is exactly the point: it thinks in deploys, not in work. You get a list of projects rather than a library, no record of which model made what, and no idea who visited beyond a traffic chart.
/secure-doc-sharing
The gold standard for control and measurement: email gates, passcodes, expiring links, and page-by-page analytics on who actually read your deck. We took notes. But it's built around finished documents you send to outsiders, not living pages you keep for yourself — and it has no opinion about AI at all, so nothing knows where your work came from.
/general-workspaces
The best organizers on this list — real hierarchy, real permissions, and increasingly a way for outside models to read what's in them. If your team already lives in one, keep it. What they're not is a home for artifacts: AI output arrives as pasted text that loses its provenance on the way in, and a page your model built becomes just another doc among thousands.
the short version
Pick any single row and something else on this page can beat us at it. That's fine. No one else puts a permanent address, a folder tree, provenance from any model, real access control and viewer analytics on the same artifact — and then keeps building on top of it.
questions
You can, and for a quick look it works well. The limits show up later: the link is public-only, it lives on the model vendor's domain, it belongs to the conversation that produced it, and you never find out who opened it. tabbr gives that same artifact an address you own — with folders, version history, granular access and viewer analytics around it.
No. tabbr doesn't generate your work — it keeps it. It's the system of record for artifacts your models already made, which is exactly why it stays neutral about which model you use.
Yes. tabbr is model-agnostic. Paste or upload anything from Claude, ChatGPT, Gemini or any other model — and every page records which model made it, and when.
tabbr is free during early access. Viewers are always free — anyone you share a page with can open it without paying or creating an account.
early access
tabbr is opening its doors soon. Reserve your workspace and be first to give your AI work a permanent address.