Whose tokens am I paying for?

By default — ours, via credits. You see an estimate before launch and can stop. Turn on BYOK — you pay Anthropic / OpenAI directly, we just charge the subscription.

How does SEO work for existing sites?

Connect WordPress / Shopify / Webflow via OAuth. We run discovery — indexing topics, products, posts. Then audit and automated fixes through the same channel as AI.

What is AEO and why does it matter?

Answer Engine Optimization — being cited in LLM answers (ChatGPT, Perplexity, Claude, Gemini). 30% of search traffic already goes through them. If you're not cited, you're not there.

I'm not a developer. Will I get this?

Yes — chat-first mode exists for exactly that. Write a task, see the result, no files. Code is there but hidden. Switch to dev mode anytime.

What about the privacy of my code?

Your code lives in isolated sandboxes. Never used for training. SOC 2 Type 1 — in progress.

NEWAI visibility · cited in ChatGPT & Perplexity — tracked

Build your product with a prompt.
Ship it. Get found — in Google and in ChatGPT.

AI builds your frontend and backend. We handle deploy, managed Postgres, auth, storage, serverless functions — and optimize for search and LLM answers.

Start building

Free tier·No credit card·Bring your own Claude / Codex API

OctopusLab· build sessiontyping

Aurora

ProductPricingCustomersTry free

New · v2 launches today

Productivity tool for
5–50 person teams.

Aurora keeps your team focused — async by default, notifications by design, calm by architecture.

Focus inbox

One thread per decision, not per ping.

Calm meetings

Async recaps, ICs first.

Outcomes

Goals that ladder up automatically.

Trusted by teams from

Linear-ish

Stripely

Notionate

Lattice

Cliffside

Replant

Aurora

Pursue

Three ways to use it

One tool. Three entry points.

Doesn't matter where you start — empty editor or a live Shopify store whose sales depend on ranking.

> «landing for an AI startup»

create_project1.2s

write_file0.4s

deploybuilding…

Build

Describe it — your product is live in 8 minutes.

Website, SaaS, CRM — in plain English. AI writes React/Next.js; we ship the IDE, preview, snapshots and versioning.

Start in browser

Deployaurora.octopus-lab.app

Postgrespooled · 14 conns

Functions12 endpoints

Storage3 buckets

Run

Full backend — no separate infra.

Deploy on a platform subdomain. Managed Postgres, auth, storage, serverless functions — out of the box. Custom domains via DNS.

See the stack

AI visibility · 30 days

Grow

Be found. Be cited.

SEO audit, AEO visibility in ChatGPT/Perplexity/Claude/Gemini, auto-fix and redeploy — in the same loop as your project.

Free visibility check

Comparison

Nobody does all of this at once. We do.

Capability

OctopusLab

Replit

Lovable

10Web

Shopify Magic

Sites from scratch

—

WordPress / Shopify edit

—

partial

Technical SEO audit

—

partial

—

AEO / AI visibility

—

Transparent credits + cap

partial

—

Bring your own Claude key

—

Mobile (React Native)

—

Content generation

—

partial

Detailed comparisons:vs Lovable·vs Bolt·vs v0·vs Replit·vs 10Web

Transparency

No surprises in your bill.

See the price before you run. Set a hard cap. No padded "AI service fees" at checkout — because every step is named.

Status quoManus, GenSpark, etc.

"Build complete"

AI services$ ???

Compute$ ???

Tooling$ ???

Total invoice$28.40 ⚠

You find out only after the fact. No hard cap. Bill-shock.

OctopusLabPre-task estimate

Before launch, you see:

~120 credits≈ $0.10 – $0.15

Hard cap200 cr

We exceed the estimate → we stop and ask. Never — silently.

AEO · AI visibility

Are you cited right now? Let's find out.

We track how often your brand appears in ChatGPT, Perplexity, Claude, Gemini. Visibility drops → recommendation → applied in one click.

Run your target prompts daily across 4 models

Distinguish your content from competitors'

Auto-fix: titles, schema, FAQ

AI visibility score

+38%↑ vs prev 30d

ChatGPT

Perplexity

Claude

Gemini

ChatGPT

84↑ 100%

Perplexity

44↑ 16%

Claude

70↑ 133%

Gemini

46↑ 109%

Pricing

Daily token bucket.

Resets every 24h. Tokens don't roll over. Real code, real Postgres, real R2 — you own the artifacts.

Free

for tests and pet-projects

$0/ month

Daily quota

10k tokens / day

1 project

OctopusLab subdomain

AI Design Studio + Builder chat

Manual SEO/AEO audits · 5 runs/day

Starter

individual makers

$20/ month

Daily quota

100k tokens / day

10 projects

Custom domain + TLS

Per-project Postgres branch (Neon)

Manual SEO/AEO audits · 50 runs/day

POPULAR

Pro

teams and agencies

$50/ month

Daily quota

500k tokens / day

Unlimited projects

Team workspace · owner / admin / editor / member

Manual SEO/AEO audits · 200 runs/day

BYOK key storage (applied to inference in v1.1)

Enterprise

custom daily caps, dedicated infra

Let's talk.

Daily quota

Custom

Contact sales

Custom daily token cap

Dedicated Neon + R2 region

On-prem deployment option

Email support — 1 business day response

Payments

Crypto· USDC / USDT / BTC / ETH · −2% off

FAQ

Questions we hear the most.

Yes. Settings → BYOK → Claude. Stored encrypted, never shared with third parties. Applied automatically to all your tasks.

Build your first product today.

Free tier — no card. 200 credits — enough for a landing and an SEO audit.

Start building

Build your product with a prompt.Ship it. Get found — in Google and in ChatGPT.

One tool. Three entry points.

Nobody does all of this at once. We do.

No surprises in your bill.

Are you cited right now? Let's find out.

Daily token bucket.

Questions we hear the most.

Build your first product today.

Build your product with a prompt.
Ship it. Get found — in Google and in ChatGPT.