Free / Open-sourceFunctions primarily as a lightweight CLI runtime for local models rather than a full-featured chat interface.
#1Open WebUI records 804,534 monthly visits with -2.8% month-over-month growth and Freemium pricing. Scribble Network records 26,799 monthly visits with -2.1% growth and Free Trial, Paid pricing.
Audit, create and amplify the citations that make AI recommend your brand
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | openwebui.com | scribble.network |
| Pricing Model | Freemium | Free Trial, Paid |
| Monthly Visits | 804.53K (804,534) | 26.8K (26,799) |
| MoM Traffic Delta |
| -23.01K (-2.8%) |
| -568 (-2.1%) |
| Primary Market & Share | 🇺🇸 United States (24.5%) | 🇮🇳 India (28.3%) |
|---|
| Direct Visits / mo | 299.84K | 11.69K |
|---|
| User Rating | 4.4 | 4 |
|---|
| Supported Platforms | Website | Website |
|---|

Self-hosted AI workspace for local and cloud models
Connect local runtimes like Ollama alongside OpenAI-compatible and Anthropic APIs, and switch between them inside one interface.
RAG over your own documents, web search and citation-aware answers come standard, so responses are grounded in real sources.
Extend the platform with Python code to add custom tooling, preprocessing, and multi-step pipelines, then share them with others.
SSO, RBAC, audit logs, data residency, and on-premises, hybrid or air-gapped deployment for organisations with strict requirements.
Audit, create and amplify the citations that make AI recommend your brand
Measure your share of AI answers for real buying queries across ChatGPT, Gemini, Perplexity, Copilot and Grok, tracked per model, topic and time.
Audit your site to see exactly what is blocking AI from citing you compared with your competitors, alongside domain rating and referring domains.
Feed in your site, blog and docs and Scribble builds interlinked, AI-readable pages that go live on your own domain.
Spot the discussion threads where your brand should appear before a competitor does, and follow each creator piece from publish to AI answer.
Free / Open-sourceFunctions primarily as a lightweight CLI runtime for local models rather than a full-featured chat interface.
#1SpecialistOpen-source workflow automation built for AI agents and technical teams
SpecialistA free, open-source personal AI agent that learns your projects and works across every messaging app.
#3
SpecialistOpen-source personal AI assistant that runs on your own machine and works from chat apps

SpecialistSpecializes in visual workflow building and RAG pipelines rather than serving purely as a chat interface.

Free / Open-sourceFocuses on collaborative team AI workspaces and plugins, but shares similar open-source architectural goals.
SpecialistFocuses heavily on privacy-first document chat and local RAG pipelines, but offers fewer general-purpose chat UI features.

Free / Open-sourceOffers robust multi-provider support and advanced user permission management, but has a slightly different configuration setup.
Free / Open-sourceDelivers a desktop-native application for running local models offline easily, but lacks Open WebUI's server-centric multi-user features.
SpecialistOpen-source AI automation that unifies agents, flows and 770+ app integrations
SpecialistAI visibility platform to get your brand cited in AI search

Track and improve how AI search engines mention your brand
Free / Open-sourceFunctions primarily as a lightweight CLI runtime for local models rather than a full-featured chat interface.
SpecialistOpen-source workflow automation built for AI agents and technical teams
SpecialistA free, open-source personal AI agent that learns your projects and works across every messaging app.
SpecialistOpen-source personal AI assistant that runs on your own machine and works from chat apps
SpecialistSpecializes in visual workflow building and RAG pipelines rather than serving purely as a chat interface.
SpecialistFocuses heavily on privacy-first document chat and local RAG pipelines, but offers fewer general-purpose chat UI features.
Free / Open-sourceOffers robust multi-provider support and advanced user permission management, but has a slightly different configuration setup.
Free / Open-sourceDelivers a desktop-native application for running local models offline easily, but lacks Open WebUI's server-centric multi-user features.
SpecialistOpen-source AI automation that unifies agents, flows and 770+ app integrations
SpecialistAI visibility platform to get your brand cited in AI search
Track and improve how AI search engines mention your brand