Waleed 4086750ddc feat(comparison): add Sim vs Competitor comparison pages (#5383)
* feat(comparison): add Sim vs Competitor comparison pages

- New /comparison hub + /comparison/[provider] detail pages for Sim vs
  16 competitors (n8n, Zapier, Make, Gumloop, Workato, Retool,
  Pipedream, OpenAI AgentKit, Tines, StackAI, Power Automate, Vellum,
  Claude Cowork, Langflow, Flowise), each with ~60 sourced, dated facts
  across platform, AI capabilities, integrations, pricing, security,
  observability, and support
- Data layer at lib/compare/data (types, per-competitor profiles) is
  UI-free and independently auditable
- BreadcrumbList, ItemList, and FAQPage JSON-LD per page; sitemap picks
  up all pages automatically via ALL_COMPETITORS
- Two new fact categories (parallel execution, Agent2Agent protocol)
  researched and sourced against every competitor's own docs

* improvement(comparison): neutralize tone across competitor and Sim fact copy

- Remove promotional/superlative adjectives applied to competitors
  (Zapier "one of the largest catalogs", Workato "notably wide",
  Retool "seamless"/"trusted solution", OpenAI "cutting-edge",
  Flowise "deep"/"mature"/"most widely adopted", Make "robust")
- Reword the few places Sim's own accurate limitations read as
  unflattering rather than neutral fact (dynamic tool use, model
  fallback, durability, async execution, support channels, tracing)
  without changing the underlying facts
- Restore the "Yes:"/"No:" value prefix on two Sim facts where it was
  accidentally dropped during rewording, since FactValue depends on
  that prefix to render the check/X status icon

* fix(comparison): address review findings from Greptile and Cursor Bugbot

- Fix parseFactValue regex to require a word boundary after Yes/No, so
  values like "Not documented"/"Not publicly documented" no longer get
  misread as a boolean "No" and render as neutral text again (Cursor)
- Reword the self-hosting FAQ question to drop the false presupposition
  that the competitor doesn't self-host, which was wrong for n8n,
  Langflow, and Flowise (Greptile)
- Rename isLastRow -> isNotLastRow in comparison-table.tsx to match
  what the variable actually computes (Greptile)
- Move critters to devDependencies; it's a next build -time-only CSS
  inliner, not needed at runtime (Greptile)
- Sitemap lastModified for comparison pages now matches the max(Sim,
  competitor) verified-date logic each page's own JSON-LD dateModified
  already uses, so the two never disagree (Cursor)

* fix(comparison): fix doubled Yes prefix and missing period in hub FAQ

- Two hub FAQ answers prepended "Yes." to fact values that already
  start with "Yes:", producing "Yes. Yes: ..." in visible copy and
  FAQPage JSON-LD. Export and reuse ensurePeriod instead of a hardcoded
  prefix.
- The integrations-count FAQ answer ran two sentences together with no
  period before "Combined with...". Fixed with the same ensurePeriod
  helper.

* improvement(comparison): remove redundant Key differences at a glance section

The 5 facts it previewed (self-hosting, environment promotion,
human-in-the-loop, pricing model, data residency) are the exact same
rows shown again immediately below in the full comparison table, so
the section read as pure repetition for a human scrolling past it.

* fix(comparison): strip Yes/No prefix before lowercasing in summarizeFact

summarizeFact fed the raw fact value through lowercaseFirst even when
it started with "Yes: "/"No: ", producing broken mid-sentence FAQ text
like "n8n: yes: many providers via dedicated Chat Model nodes." Strip
the boolean prefix first, matching Greptile's suggested fix.
2026-07-02 21:25:33 -07:00

Sim.ai Documentation Discord X

Ask DeepWiki Set Up with Cursor

Sim — Integrate, Context, Build, and Monitor AI agents

A workspace to build, deploy and manage AI agents and workflows.

Quickstart

Cloud-hosted: sim.ai

Open sim.ai

Self-hosted

npx simstudio

Open http://localhost:3000

Docker must be installed and running. Use -p, --port <port> to run Sim on a different port, or --no-pull to skip pulling the latest Docker images.

The Sim platform — chat on the left, the visual workflow builder on the right

Capabilities

  • Connect 1,000+ integrations and every major LLM
  • Add Slack, Notion, HubSpot, Salesforce, databases, and more
  • Build agents visually, conversationally, or with code
  • Ingest files, knowledge bases, and structured table data
  • Monitor runs, logs, schedules, and workflow activity

One workspace, every surface

Chat and workflows are just the start — tables, files, knowledge, and scheduled tasks all live in the same workspace.

Tables in Sim — structured data your agents can query

Tables — a database, built in

Files in Sim — documents for your team and every agent

Files — one store for your team and every agent

Knowledge bases in Sim — synced docs your agents can search

Knowledge — your agents' memory

Scheduled tasks in Sim — recurring agent runs on a calendar

Scheduled tasks — runs on your schedule

Self-hosting

Docker Compose

git clone https://github.com/simstudioai/sim.git && cd sim
docker compose -f docker-compose.prod.yml up -d

Open http://localhost:3000

Sim also supports local models via Ollama and vLLM. See the Docker self-hosting docs for setup details.

Manual Setup

Requirements: Bun, Node.js v20+, PostgreSQL 12+ with pgvector

  1. Clone and install:
git clone https://github.com/simstudioai/sim.git
cd sim
bun install
bun run prepare  # Set up pre-commit hooks
  1. Set up PostgreSQL with pgvector:
docker run --name simstudio-db -e POSTGRES_PASSWORD=your_password -e POSTGRES_DB=simstudio -p 5432:5432 -d pgvector/pgvector:pg17

Or install manually via the pgvector guide.

  1. Configure environment:
cp apps/sim/.env.example apps/sim/.env
# Create your secrets
perl -i -pe "s/your_encryption_key/$(openssl rand -hex 32)/" apps/sim/.env
perl -i -pe "s/your_internal_api_secret/$(openssl rand -hex 32)/" apps/sim/.env
perl -i -pe "s/your_api_encryption_key/$(openssl rand -hex 32)/" apps/sim/.env
# DB configs for migration
cp packages/db/.env.example packages/db/.env
# Edit both .env files to set DATABASE_URL="postgresql://postgres:your_password@localhost:5432/simstudio"
  1. Run migrations:
cd packages/db && bun run db:migrate
  1. Start development servers:
bun run dev:full  # Starts Next.js app and realtime socket server

Or run separately: bun run dev (Next.js) and cd apps/sim && bun run dev:sockets (realtime).

Chat API Keys

Chat is a Sim-managed service. To use Chat on a self-hosted instance:

  • Go to https://sim.ai → Settings → Chat keys and generate a Chat API key
  • Set COPILOT_API_KEY environment variable in your self-hosted apps/sim/.env file to that value

Environment Variables

See the environment variables reference for the full list, or apps/sim/.env.example for defaults.

Tech Stack

Next.js · Bun · PostgreSQL · Drizzle · Better Auth · Tailwind — and the rest of the stack

Contributing

We welcome contributions! Please see our Contributing Guide for details.

License

This project is licensed under the Apache License 2.0 - see the LICENSE file for details.

Built by the Sim team in San Francisco

Languages
TypeScript 77%
MDX 20.8%
JavaScript 1.9%
CSS 0.1%