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Comparison · Design
Air vs Octopus.do
A side-by-side editorial comparison of Air and Octopus.do — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:mcp
Air vs Octopus.do: at a glance
| Feature | Air | Octopus.do |
|---|---|---|
| Sector | Design | Design |
| Velocity score | 7.5 | 5.0 |
| Sparks · 30d | 1 | 0 |
| Top themes | digital-asset-management, creative-tools, mcp, generative-video | sitemap, ux-planning, ai-native, mcp |
| Last editorial update | 24d ago | 8d ago |
| Website | — | — |
What is Air?
Air opens its asset library to agents that can write, not just search
Air is a creative asset platform whose Canvas surface has spent this year absorbing generative video and image tooling — translation inside an image, video-to-video, smart resize, a growing roster of third-party models. Alongside that it keeps widening how assets get in and out: Figma and FigJam, Premiere Pro, Workato, Canva. Sharing has been productised into Showcases, a branded, permission-controlled page whose feature set is now explicitly tiered by plan. Weekly releases, usually one theme each.
What is Octopus.do?
Octopus.do ships official ChatGPT and Claude integrations with an MCP server, letting agents build and edit sitemaps inside user accounts.
Octopus.do added official ChatGPT and Claude apps in August, backed by an MCP server and a public REST API — any AI agent can now create or modify a sitemap inside a user's account. September built on this with workspace-level additions: a shared symbol library (edit once, update across all projects, Team plan only) and Google Analytics data overlaid on the sitemap to show page performance alongside structure. The template system also shipped, letting teams start new projects from saved project states with crawl-based content import.
Air vs Octopus.do: editorial side-by-side
Air
7.5DESIGN
Air opens its asset library to agents that can write, not just search
◆ Current state
Air is a creative asset platform whose Canvas surface has spent this year absorbing generative video and image tooling — translation inside an image, video-to-video, smart resize, a growing roster of third-party models. Alongside that it keeps widening how assets get in and out: Figma and FigJam, Premiere Pro, Workato, Canva. Sharing has been productised into Showcases, a branded, permission-controlled page whose feature set is now explicitly tiered by plan. Weekly releases, usually one theme each.
◆ Where it's heading
Two things are converging. Air is positioning Canvas as the place creative work happens rather than where finished files land, which is why the model roster and editing tools keep growing. And it is making the library machine-addressable: the MCP server that launched read-only in April now has write scopes and a listing in Claude's connector directory. Put together, the bet is that an agent will do the routine library work — filing, tagging, uploading — while people stay in Canvas.
◆ Prediction
Expect the write scopes to pull governance behind them, since an agent that can create boards and upload files into a shared library will need scoped permissions and an audit trail before enterprise customers turn it on.
Octopus.do
5.0DESIGN
Octopus.do ships official ChatGPT and Claude integrations with an MCP server, letting agents build and edit sitemaps inside user accounts.
◆ Current state
Octopus.do added official ChatGPT and Claude apps in August, backed by an MCP server and a public REST API — any AI agent can now create or modify a sitemap inside a user's account. September built on this with workspace-level additions: a shared symbol library (edit once, update across all projects, Team plan only) and Google Analytics data overlaid on the sitemap to show page performance alongside structure. The template system also shipped, letting teams start new projects from saved project states with crawl-based content import.
◆ Where it's heading
Two parallel growth axes are in motion: the AI-native interface (MCP server, ChatGPT/Claude apps, XML import prompt) is making Octopus agent-driveable for automated site planning; the team collaboration tools (shared symbols, copywriter role, templates) are making it stickier for agencies and in-house UX teams. The Figma high-fidelity prototype plugin, shipped in May, connects both by delivering the agent-or-human-authored sitemap into design handoff.
◆ Prediction
Crawl-to-sitemap via AI agent is the natural next feature — the crawl capability exists and the agent interface is live, combining them would let users point the agent at a URL and get a sitemap back. The REST API may also enable CMS or CRM integrations that auto-update the sitemap as the site structure changes.
Alternatives to Air and Octopus.do
Other Design products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Air or Octopus.do.
Astra
Astra ships custom palette colors as security patching dominates its release cadence.
Recraft
Recraft is becoming a multi-model AI design platform with a new Studio UI, agentic Chat mode, and 1.3-second generation
Aseprite
Aseprite 1.3.18.x stabilizes tilemap editing and macOS performance after a major release
Spectra
Spectra Blocks is in its 1.0.x stabilization phase, shipping WordPress compatibility and early AI-adjacent editor hints.
JotForm
JotForm launched Website Widgets and an AI Data Assistant — a form builder expanding into a broader data platform.
See all Air alternatives → · See all Octopus.do alternatives →
Recent activity from Air and Octopus.do
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 9d agoOctopus.doShared symbol library
- 11d agoOctopus.doGoogle Analytics on your sitemap
- 16d agoOctopus.doSave any project as a template
- 24d agoAirNew updates to Showcases
- 25d agoAirNew video models, and better versions of the ones you already have
- 28d agoAirNew updates to Air's MCP ⚡
- 1mo agoAirThree new ways to connect Air â FigJam, Premiere Pro, and Workato
- 1mo agoOctopus.doOctopus in ChatGPT and Claude ⚡
- 1mo agoAirNew ways to find, sort, and share your work
- 1mo agoAirNEW: Video Smart Resize
- 3mo agoOctopus.doCopywriter role in team projects
- 4mo agoOctopus.doA major update to Octopus editor
Frequently asked questions
What is the difference between Air and Octopus.do?
Both compete on the same themes — mcp — within Design. Air is currently shipping more aggressively (velocity 7.5 vs 5.0), with 1 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Air better than Octopus.do?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Air is currently shipping more aggressively (velocity 7.5 vs 5.0), with 1 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Design products to evaluate alongside.
What are the best alternatives to Air?
Top Air alternatives in Design are ranked by recent ship velocity. Browse the "Air alternatives" section above for the current picks, or visit /alternatives/air for the full list with editorial commentary on each.
What are the best alternatives to Octopus.do?
Top Octopus.do alternatives in Design are ranked by recent ship velocity. Browse the "Octopus.do alternatives" section above for the current picks, or visit /alternatives/octopus-do for the full list with editorial commentary on each.