AI Visibility Scorecard
proliferate.com · Technology
Borderline visible. AI bots can crawl Proliferate, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 2 times
Claude
#860,026 of 2,705,505 in Technology for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
80
Muse Index Score
iAI agent readiness
Transactable · 80/100
4
AI Adoption
iBasic · 4/100
from our crawl and measurement
Proliferate describes itself simply: "Proliferate runs coding agents in parallel, across isolated workspaces, locally or in the cloud." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found structured data on the page (Organization, WebSite, SoftwareApplication), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.2/10, Proliferate is crawlable but under-signaled - fixable, and the signals above are where to start.
What is Proliferate?
Proliferate is where you do your best work with agents. It gives you a shared workspace for coding work, task work, tools, artifacts, and long-running execution across local and cloud runtimes.
How do you use Proliferate?
Simple — just a few steps: Download the Proliferate .dmg and drag it to Applications. On first launch it checks Git, GitHub auth, Claude Code, and runtime readiness for you. Add a GitHub repo and configure setup / run scripts, then pick a target: local checkout, a fresh worktree, or a cloud workspace. Open the workspace and spin up agents — chats, terminals, browsers, and git review all live in the same window. You can also start without a repo by opening a Cowork thread and letting an agent plan, research, or draft artifacts before any code gets written.
How is this different from Claude Code, Codex, or Cowork?
Those are great agents — Proliferate is the workspace around them. They each built a polished surface for one or two agents, closed or source-available. Proliferate is the open one that runs all of them, local and cloud, with better parallel work, review, connected tools, and the subscriptions you already use.
Do I need to manage git worktrees myself?
No. Proliferate handles workspace isolation for you. You can spin up isolated worktrees or cloud sandboxes without manually juggling branches and terminals yourself.
Which coding agents do you support?
Proliferate supports the major coding-agent ecosystems and model families you already use, including Claude Code, Codex/OpenAI, Gemini, Cursor, and OpenCode. You can 100% keep your existing subscriptions and re-use them in Proliferate.
How do you use subagents?
Subagents are helpers a parent agent spawns to handle focused parts of a larger task, while staying on the same objective. Spawn reviewers for specific subsystems, or run two in parallel to compare options. They share the workspace with the parent — results come back through the parent's chat.
How do you use planning and code review agents?
Review is a first-class mode with two flavors: plan review (before coding) and code review (against a branch or diff). Pick a reviewer personality — Plan skeptic, Readiness, Correctness, or Integration — or customize your own. Turn on auto-iterate to run review → apply fixes → review again automatically.
How do you use cloud?
A cloud workspace is a remote repo environment with a Proliferate runtime inside — chats, terminals, tests, and review all run there. Hand off between local and cloud by pushing a branch and reopening the workspace on the other side. Branches, diffs, chats, and review history travel together. Credentials sync optionally.
Is this your brand?
The exact fixes for Proliferate
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The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/proliferate
Cite this score: Engagemii (2026). "AEO Score for Proliferate." Retrieved from https://engagemii.com/aeo/brands/proliferate
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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