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KODA LAB / INTAKE SLIP SPECIMEN No. 0262
SPECIMEN

cto.new

FILED AS

AI agent teams you brief in chat to build and run a small online business

INTAKE DATE
2026-10-27
CLASS
AI Platform
METHOD
2 pages scraped, 3 search passes, 8 community sources
WEIGHTED SCOREHow we score
CapabilityWhat it can actually do x0.35 6.5 2.275

Chat-built sites, Stripe checkout, custom domains, an agent-run inbox and ChatGPT ads cover more of a launch than a pure app builder, though agent output quality is only lightly documented in public reviews. THE RUNDOWN

Ease of useZero to productive x0.20 7.0 1.400

Getting started is one chat prompt with no card or keys, but Trustpilot accounts of a stuck workspace and an unchangeable domain email pull the score down. ZERO TO RUNNING

ValueWhat you get per dollar x0.25 7.0 1.750

Unlimited agent chats and free API and MCP integrations at $0 are generous, while Premium's vague 'at least 5x' usage keeps it from scoring higher. THE DAMAGE

MomentumShipping pace and traction x0.20 5.5 1.100

cto.new says it is trusted by 250,000+ entrepreneurs and a Hacker News post announced a $5.7M raise, but neither figure carries a date and public reviews number only a handful. news.ycombinator.com

KODA SCORE sum 6.525, rounded half up to one decimal 6.5/ 10

Koda Score = weighted blend: capability 35, ease 20, value 25, momentum 20.

CONDITIONAL 8 MIN READ
THE VERDICT72 words on this tool alone, 4 built for, 2 skip it if

cto.new wraps chat-driven agent teams around a website builder, Stripe payments and a business inbox, which gets a solo operator from idea to a site that takes money inside one workspace. Freelancers and one-person agencies should start on the free plan with a single scoped job, because public complaints about Premium credit limits and unreachable support argue for keeping your domain and revenue on a short leash until it earns trust.

BUILT FORSolo founders/One-person agencies/Freelancers automating workflows/Skill sellers running paid lessons
SKIP IT IFTeams needing guaranteed support/Users who must pick their own model for free
THE ARTEFACTcto.new

cto.new's pricing page offers a free-forever plan with a full AI team attached, so the only real cost of trying it is deciding what you will let the agents touch.

Free tier, paid from $20/moweb, API
cto.new interface screenshot

Captured: cto.new on 2026-10-27.

IN SHORT3 lines if you read nothing else

The short version.

3 LINES
01

Brief a ready-made marketplace team, such as Agency in a Box, before you try to describe a whole company from scratch.

02

Judge the agents entirely on the free plan; nothing about a first test requires paying.

03

Open one small support ticket in week one so you know response times before a domain or payment deadline depends on them.

THE RUNDOWN7 capabilities, as the vendor describes them

What it actually does.

7 CAPABILITIES
Ready-made AI teams
Hire a pre-staffed team from the marketplace, such as Guide Shop, whose four roles include a shop lead and an engineer.
Chat-built website and app
Build and publish a site or app by chatting with the team, then keep iterating as the business changes.
Stripe payments and invoicing
Connect Stripe to accept payments and send invoices from the same workspace.
Custom domains
Find and connect a custom domain so the business has its own address.
Agent-run business inbox
Give the AI team an email inbox so it can send messages and help handle replies.
Ads on ChatGPT
Place ads on ChatGPT to reach new customers, available on paid plans using ad credits.
API and MCP integrations
Hook the workspace into other tools through API and MCP connections, which the free plan includes.
RUN THESE PLAYS3 plays, each one a situation a reader is already in

How you would actually use it.

3 PLAYS
One-process trial
Pick a single process with a clear end state, like publishing a services page with a Stripe checkout, and give the free team a week to finish it while you only review.WHOFreelancer with a repeatable servicePAYOFFA real read on agent reliability before anything larger depends on it.
Agency in a Box launch
Start from the Agency in a Box team, define one offer such as website audits, and route incoming requests through the business inbox so the Service Maker drafts each deliverable for your approval.WHOOne-person agency ownerPAYOFFA productized service where agents do the first pass and you sign off.
Premium trigger rule
Upgrade only when free usage stalls a task you have already proven works, or when you want ChatGPT ad placements; skip the upgrade if the goal is just trying a different model.WHOFounder on the free planPAYOFFPaid spend tied to a measured bottleneck.
THE DAMAGECaptured 2026-10-27. Prices are read off the vendor page, never estimated.

Pricing, straight.

2 TIERS
FreeKODA PICK$0/moFrontier AI models free, unlimited AI businesses, unlimited agent chats, free API and MCP integrations; no credit card or API keys required
PremiumFrom $20/moUsage at least 5x, Pro agent features, Premium models
Verdict on the price
The Free tier carries most of the value since it covers agent chats and integrations at no cost; Premium's 'at least 5x' usage is vague enough that you should measure your free consumption first.
THE STREET3 of 8 community sources quoted. Paraphrased faithfully, each one linked. All 8 listed.

What people online are saying.

3 QUOTED

Public feedback is thin and split, with praise for the GitHub-connected agents and concrete complaints about usage limits, account access and support.

Product Hunt

Got free access to strong agents that understood a GitHub repo and tested changes before merging, which substantially improved older projects.

Praise
trustpilot.com

Called it the best AI builder they had used and said launching their platform Sagenify was easy, though the usage system needs work.

Mixed
Reddit r/vibecoding

The marketing implied unlimited premium-model access, but the paid plan came with monthly credit limits and kept them in auto mode.

Critique
trustpilot.comQuoted above
github.comRead, not quoted
Reddit r/dataengineeringRead, not quoted
Reddit r/cscareersRead, not quoted
Hacker NewsRead, not quoted
saasworthy.comRead, not quoted
Product HuntQuoted above
WHERE IT BREAKS5 limitations logged against 7 capabilities

The honest part.

5 LIMITATIONS
01

The free plan omits transactional email, which matters once your app has to send automated messages to customers.

02

Switching models requires Premium, according to a commenter in the r/vibecoding thread.

03

Premium is described only as 'at least 5x' usage; the pricing page shows no credit count.

04

Several Trustpilot reviewers describe support that could not fix or escalate problems in time.

05

There is no mobile-friendly interface yet, the top improvement a Product Hunt reviewer asked for.

STACK IT AGAINST3 alternatives, each with the one condition that makes it the better buy

The field.

3 ALTERNATIVES
Lovable
Browser-based AI app builder that turns natural-language prompts into working web apps.PICK IT WHENYou want a prompt-to-app builder with a usage-credit model, the comparison the r/vibecoding thread drew directly.
Bolt.new
Prompt-driven web app creation in the browser.PICK IT WHENYou need a quick prototype and have no use for agent teams or a business inbox.IN THE LABThe Lab reviewed bolt.new on 2026-07-20
Replit
Browser development environment with AI assistance, hosting and deployment.PICK IT WHENYou plan to write and run code yourself and want one all-in-one workspace for it.
ZERO TO RUNNING4 steps from signup to first result

Getting started.

4 STEPS
01

Open cto.new and type your business idea into the chat box, or press Surprise me

02

Sign up with no credit card or API keys, leaving the model on Auto

03

Pick a ready-made team from the marketplace or let the AI team scope your idea

04

Connect Stripe and a custom domain once the site is ready to take money

STILL ASKING3 questions, answered in 112 words

Quick answers.

3 ANSWERS
What models does cto.new run on?
The agent teams run on OpenAI and Anthropic models, and the chat defaults to an Auto model setting. The vendor pages do not name specific model versions, and Premium adds a 'Premium' model set.
Can developers still use it as a coding agent?
Its GitHub Marketplace listing describes it as a free background code agent that works in its own VM to turn issues into pull requests. The current homepage leads with business building, so check which mode your account exposes before planning repo work around it.
Do I own what I build on it?
cto.new lists 'Do I own everything I build?' among its FAQs, but the answer was not visible on the pages read. Check the terms before putting a revenue-generating product on the platform.
THE BOTTOM LINECONDITIONAL at 6.5 of 10

The bottom line.

SPECIMEN 0262 CLOSED

Worth a free afternoon and one job with a clear finish line; pay for Premium only after the free allowance has become your actual bottleneck.

Field research: 2 pages scraped · 3 search passes · 8 community sources. Reviewed by the Koda desk on 2026-10-27.

One tool a day, filed and scored.

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