# Quad Chat

Aiolum story: https://aiolum.com/story/quad-chat/ · added 2026-11-11 · updated 2026-11-11

**In short.** Quad Chat (Multi-model AI chat workspace, United States): US$2.45K in total revenue, November 2026. Evidence grade A: disclosed by a company or a filing, or verified by a payment processor. Team: Headcount not published; the company calls itself a small team. Launched 1 October 2025; still running, revenue flat.

Multi-model AI chat workspace · United States · AI-native · team of 2 to 10 · still running, revenue flat · group: Tools for using AI models

- Outcome: US$2.45K in total revenue, November 2026 (evidence grade of the headline number: A; headline in US dollars: 2453)
- Launch: 1 October 2025; months from launch to the outcome: 13
- Team: Headcount not published; the company calls itself a small team
- Outside funding: None found
- Main factor: Price
- Meters, 1 to 4: evidence strength 3, copyable pattern 2, capital needed 1
- Tags: AI-native, Small team, Running, B2C, Chat apps

Links:

- Visit quad.chat: https://www.quad.chat/
- App Store: https://apps.apple.com/us/app/id6778523436
- Google Play: https://play.google.com/store/apps/details?id=com.quadlabstechnologies.chat
- Verified revenue on TrustMRR: https://trustmrr.com/startup/quad-chat

**The product.** A chat app that puts models from OpenAI, Anthropic, Google and others behind one subscription. A user can send one prompt to several models and compare the answers. The app also has web search with citations, file work, and image and video creation. It runs on the web, iPhone, iPad and Android, with desktop apps in public beta.

**Why it worked.** Quad Chat sells many models for one price. The company says Pro costs US$15 a month, against about US$60 for three separate subscriptions. Its Free plan gives 100 credits a month and needs no credit card. Payments are small: the payment processor shows US$2,453 in total by 11 November 2026.

Evidence grades: A = disclosed by a public company, a filing or a payment processor, or verified by one; B = two or more independent reports agree, or a journalist confirmed it; C = a founder claim that no one else verified; D = reported, not verified: one founder claim or a third-party estimate with no second source; E = no revenue figure found, so the headline is a non-money fact and the other facts carry their own grades; calc = computed on this page from graded facts.

## Summary

Quad Chat is a multi-model chat app: one interface that sends a prompt to models from several makers, such as GPT, Claude and Gemini. Usage is counted in credits, a monthly balance shared by chat, images, video and web search. The company, Quad Labs Technologies LLC, launched it on 1 October 2025. It has a Free plan and paid plans from US$8 to US$200 a month.

The only founder named in any source is Erzen, on the TrustMRR profile. No source gives a team size. The company's own pages call it "a small product-focused team" and "a deliberately small team". Quad Labs also lists five other products, four of them in development, and says it builds products for partners.

The headline figure, US$2,453 in total revenue, comes from the Polar payments account that TrustMRR read through an API on 11 November 2026. Purchases through Apple and Google are not in that figure. Full months from April to October 2026 show between US$198 and US$321. No source shows how customers find the product.

## Why did Quad Chat work?

### One subscription is priced below the separate ones it replaces

The pricing page says ChatGPT Plus, Claude Pro and Gemini Advanced cost about US$60 a month together. It says Quad Pro costs US$15 and includes all three families of models. The company states this comparison itself, and no source shows how many customers switched for it.

### Credits let one balance cover chat, images, video and search

Every plan has a monthly credit balance that chat, images, video and web search share. The company says cheaper models use fewer credits per message. The changelog says free models keep working when credits run out.

### The same account works on web, iPhone, Android and desktop

The changelog lists the iPhone app in July 2026, the Android app in August 2026 and desktop apps in October 2026. The pricing page says every plan, including Free, includes the apps. The revenue figure covers Polar only, so the effect of the apps on revenue is not visible.

### The site publishes many model, comparison and guide pages

The sitemap of 11 November 2026 lists 394 addresses. Of these, 186 are translations of six pages into 31 languages. The rest include 72 addresses under /models, 42 under /blog and 20 under /compare. There are also guides for coding, writing and study. No source says how many customers arrive through these pages.

## How it was built

These details come from the TrustMRR profile, which the founder wrote, and the company's subprocessor list. They are grade C.

- The profile lists React, TypeScript, Tailwind CSS, React Native and Expo for the front end and the mobile apps.
- The back end uses Convex for the database and Node.js, hosted on Vercel, according to the profile and the subprocessor list.
- Model requests go through the Vercel AI Gateway. The company says most models run on a Private Lane with a zero-data-retention agreement.
- Sign-in uses WorkOS AuthKit. Files are stored on Cloudflare R2. Code that users ask for runs in Vercel Sandbox.
- Web payments use Polar. Mobile purchases use RevenueCat with the App Store and Google Play.

Sources: [1, 7]

## Who tried this before Quad Chat, and why did they fail?

Three companies in our database of failed startups sold one interface for several services, or a paid private alternative to free tools. The values below are from that database and are not independently verified.

The failed startups come from our database of dead startups, retold here in our own words; Its entries are AI-assisted summaries of public sources, so they carry no evidence grade.

### Flux (2015 to 2018; funding US$7M; cause: Management and focus)

- Promise: One interface that joins several messaging services.
- Why it died: The record says poor management and too much work on integrations. It says the product also depended on third-party interfaces of uneven quality.
- Record: 

### Neeva (2019 to 2023; funding US$77M; cause: Acquisition cost and willingness to pay)

- Promise: An ad-free, private search engine sold for a subscription of US$4.95 a month.
- Why it died: The record says users cost too much to win. It says consumers would not pay for a search tool that free tools already covered.
- Record: 

### Skiff (2020 to 2024; funding US$14.2M; cause: No market need)

- Promise: An encrypted suite of mail, storage and documents that the company itself could not read.
- Why it died: The record says privacy alone did not set it apart from free tools with large user bases.
- Record: 

## What changed

Flux joined many services in one interface and depended on their interfaces. Neeva and Skiff asked people to pay for privacy that free tools did not offer. Quad Chat also joins services made by others, and it also stresses privacy.

Two things differ. The model makers sell their models through interfaces that Quad can call, and the company says it never trains on user chats. Its revenue is also small: US$2,453 in total, so the same pressure from free tools has not been tested at scale.

## Can one person copy Quad Chat now?

**Verdict: The structure, yes. The traction is not shown.**

A multi-model chat app with credits and a Free plan can be built and sold by a small team. The verified revenue after 13 months is small, so the sources do not show that the method pays well.

1. Offer one subscription that covers several model makers, and show the price next to the separate subscriptions.
2. Share one credit balance across chat, images, video and search, so one price covers all uses.
3. Ship web first, then phone apps, then desktop, and publish each step in a changelog.
4. Publish guides and comparison pages so that people who search for alternatives can find the product.

**What is still open.** Narrow versions of the same idea: one profession, one language or one set of private documents, where a general app is too broad.

## How much revenue does Quad Chat make? The numbers, graded

A verified total of US$2,453 by November 2026, which is about US$200 to US$300 a month since spring 2026

| Fact | Value | Grade | Note | Sources |
|---|---|---|---|---|
| Verified revenue in total, as of 11 November 2026 | US$2,453 | A | TrustMRR says the figure is calculated from payment records read through the Polar API. The profile reports a sync on 11 November 2026. | [1] |
| Verified revenue in the last 30 days | US$236 | A | Same TrustMRR profile and sync. The last 12 months show US$2,423, the last 6 months US$1,429 and the last 3 months US$704. | [1] |
| Best calendar month | US$321 in April 2026 | A | The monthly table has 12 rows and starts with US$72.80 for December 2025. From May to October 2026 the months run between US$198 and US$307, and October shows US$272. | [1] |
| Sum of the monthly figures the profile lists | US$2,350.60 | calc | Calculated: December 2025 to November 2026 added. It is US$102.40 below the all-time total and US$72.40 below the 12-month total of US$2,423. The table shows 12 months only, so payments before December 2025 may explain the gap. | [1] |
| Current subscription snapshot | US$0.00 MRR and 0 active subscriptions | A | The profile lists these under metric snapshots. It also lists revenue on 12 of the last 30 days, so the snapshot and the revenue lines do not agree. | [1] |
| Company start, earliest dated trace | 16 September 2025 | C | A web archive copy of quad-labs.com from that date shows the text of a design and development studio. Its title is "v0 App", and the name Quad Labs is not on the page. | [11] |
| Founded date on the TrustMRR profile | 24 September 2025 | C | A founder-written profile field. The structured data of quad.chat gives the year 2026 for Quad Labs. | [1, 3] |
| Launch of Quad Chat | 1 October 2025 | C | The company changelog lists "Official launch" on that date, with 75+ models, memory, web search, image generation and MCP integrations. | [4] |
| Team | headcount not published | C | The About page says "a small product-focused team". The Quad Labs site says "a deliberately small team" and lists three places: Wyoming, Prishtina and London. | [3, 9] |
| Funding | none found | C | No downloaded page mentions investors or a funding round. | [3, 9] |
| Platforms | web, iPhone and iPad, Android; desktop apps in public beta | C | The iPhone app was announced on 31 July 2026 and the Android app on 25 August 2026. Mac and Linux apps are in public beta. | [4, 16] |
| Models offered | 70+ across chat, image and video | C | The company counts 49 chat, 20 image and 17 video models in its llms.txt file. | [16] |
| Who may use it | 18 or older in the terms; 13 or older in the student guide | C | The terms say "You must be at least 18 years old" and bar use by anyone under 18, including with parental permission. The student guide says "Quad requires users to be 13 or older", which does not agree with the terms. | [5, 14] |
| How web payments are taken | Polar; Apple and Google for app purchases | C | The terms say web billing uses Polar. The subprocessor list adds RevenueCat, the App Store and Google Play for mobile purchases. | [5, 7] |

Grade A rows come from a payment-processor connection that TrustMRR reports. Grade C rows are statements on the company's own pages or in a founder-written profile. A grade X row was computed on this page.

## Pricing

Quad Chat prices read from the company's pricing and Teams pages on 11 November 2026 (grade C)

| Plan | Per month, billed yearly (US$) | Per month, billed monthly (US$) | Limit |
|---|---|---|---|
| Free | 0 | 0 | 100 credits a month |
| Go |  | 8 | 1,200 credits a month; monthly billing only |
| Pro | 13 | 15 | 2,000 credits a month; yearly price is US$156 a year |
| Ultra | 34 | 40 | 5,000 credits a month; adds video generation; yearly price is US$408 a year |
| Max | 170 | 200 | 25,000 credits a month; yearly price is US$2,040 a year |
| Team, per seat |  | 20 | 2,400 credits a month per seat |
| Business, per seat |  | 40 | 5,000 credits a month per seat |

Credits reset each month. The company says yearly billing is up to 15% less than monthly, and Go is billed monthly only. The Teams page bills seats monthly. The changelog of 4 November 2026 describes a 50% discount on the first three months for members who have never subscribed.

## When did Quad Chat launch, and how did it grow? Timeline

From a web design studio page in September 2025 to a chat app on three platforms in 14 months. Each entry carries its grade.

- **16 September 2025** (grade C [11]): A web archive copy of quad-labs.com shows a studio that offers websites, applications and 3D and motion design.
- **24 September 2025** (grade C [1]): The founded date of Quad Chat on the TrustMRR profile.
- **1 October 2025** (grade C [4]): The changelog records the official launch with 75+ models, memory, web search, image generation and MCP integrations.
- **10 October 2025** (grade C [12]): A web archive copy of quad-labs.com now calls Quad Labs an applied research lab and names a platform where users talk to every major model.
- **December 2025** (grade A [1]): The first month that the TrustMRR monthly table lists: US$72.80.
- **10 February 2026** (grade C [4]): Skills: short playbooks that give the model instructions for documents, frontend design and writing.
- **April 2026** (grade A [1]): The best month in the verified series: US$321.
- **31 July 2026** (grade C [4]): The iPhone and iPad app appears on the App Store.
- **25 August 2026** (grade C [4]): The Android app appears on Google Play.
- **13 October 2026** (grade C [4]): Quad Agent and Quad Link, desktop apps for Mac and Linux, appear in the changelog.
- **4 November 2026** (grade C [4]): A new-member offer of 50% off the first three months of a monthly plan.
- **11 November 2026** (grade A [1]): TrustMRR syncs the Polar data: US$2,453 in total, US$236 in the last 30 days.

## What could go wrong for Quad Chat?

- **Small figure with gaps.** The verified total is US$2,453 and covers Polar payments only. Apple and Google purchases are not in it. The profile total is US$102.40 above the sum of its monthly rows. It also shows 0 active subscriptions next to revenue in the last 30 days.
- **Company claims about users that no source confirms.** The Quad Labs product page says Quad Chat is "used by thousands of people every day". An October 2025 web archive copy of the Quad Labs site said "Millions of people already rely on our tools". The TrustMRR profile gives an estimated user count of 0. The home page has no logo wall and no testimonials.
- **A multi-product lab with an unclear start.** Quad Labs lists six products and says it builds products for partners. The studio page of 16 September 2025 predates the chat app and does not name Quad Labs. The structured data gives the year 2026 for Quad Labs, and the profile gives 24 September 2025. The only founder named is Erzen.
- **A general app that also targets students.** A guide on the site is titled "Best AI for students" and tells students to follow their school's rules on AI use. It also says "Do not paste exam questions during a closed-book assessment". The same guide says "Quad requires users to be 13 or older", while the terms bar users under 18. The product is a general chat app, and no page sells essay writing or homework answers.

## Sources

1. TrustMRR profile: Quad Chat — https://trustmrr.com/startup/quad-chat (grade A). Read the markdown profile in full on 11 November 2026. The revenue figures come from the section on payment-provider verification. Descriptions and the founded date are founder-written.
2. Quad Chat pricing page — https://www.quad.chat/pricing (grade C). Read in full on 11 November 2026. Source for plans, credits and the price comparison.
3. Quad Chat: About — https://www.quad.chat/about (grade C). Read in full. Source for the company name, the small-team wording and the structured data with the year 2026.
4. Quad Chat changelog — https://www.quad.chat/changelog (grade C). Read in full. Source for the launch on 1 October 2025, the app dates and the new-member offer.
5. Quad Chat terms of service — https://www.quad.chat/terms (grade C). Read the sections on eligibility, payments and the Teams plans.
6. Quad Chat home page — https://www.quad.chat/ (grade C). Read in full. The page has no logo wall, counter or testimonial.
7. Quad Chat subprocessors — https://www.quad.chat/subprocessors (grade C). Read in full, last updated 14 October 2026. Source for the hosting, database, sign-in and payment services.
8. Quad Labs home page — https://www.quad-labs.com/ (grade C). Read in full on 11 November 2026. Source for the list of six products and the work for partners.
9. Quad Labs: The Lab — https://www.quad-labs.com/lab (grade C). Read in full. Source for "a deliberately small team", the three places and the story timeline.
10. Quad Labs product page: Quad Chat — https://www.quad-labs.com/products/quad-chat (grade C). Read in full. Source for the year 2025 and the claim about thousands of users.
11. Web archive copy of quad-labs.com, 16 September 2025 — https://web.archive.org/web/20250916050653/https://www.quad-labs.com/ (grade C). Read in full. Shows the text of a design and development studio under the page title "v0 App", without the name Quad Labs. The CDX list of captures for quad-labs.com was read as well.
12. Web archive copy of quad-labs.com, 10 October 2025 — https://web.archive.org/web/20251010155728/https://www.quad-labs.com/ (grade C). Read in full. Source for the applied research lab wording and the claim about millions of people.
13. Web archive copies of quad.chat and quad-labs.com before 2025 — https://web.archive.org/web/20250101052315/https://www.quad.chat/ (grade C). Read the 1 January 2025 copy of quad.chat: a German forum for quad bikes. A copy of quad-labs.com from 31 March 2022 shows a seller of minerals and probiotics. A copy of quad.chat from 19 September 2025 could not be opened. Nothing links the older sites to this business.
14. Quad Chat: Best AI for students — https://www.quad.chat/best-ai-for-students (grade C). Read in full. Source for the student marketing, its note on school rules and its age line of 13 or older.
15. Quad Chat blog index — https://www.quad.chat/blog (grade C). Read the list of articles. The sitemap at /sitemap.xml was also read for the number of pages.
16. Quad Chat llms.txt — https://www.quad.chat/llms.txt (grade C). Read the product facts. Source for the model counts and the platform list.
17. Database of failed startups, local export — /method/#dead (grade C). Record pages read on the website on 11 November 2026. AI-written summaries, not independently verified. Source for the failed predecessors.

Contact: aiolum@livyden.com. Run Quad Chat? Send corrections or a verified figure to aiolum@livyden.com (subject: Correction: Quad Chat).