Not publicly linked
The thinking behind Unpacked

The internet,
properly synthesised.

A system that produces, ranks, and distributes the best answers to questions people already care about — with a creator ecosystem, a viral distribution loop, and economics that only improve over time.

A publishing platform where anyone can publish a fully researched, fact-checked article on any topic in minutes — earning affiliate commissions, building their reputation, and sharing content that travels.


5
Core pipeline stages
3
Independent fact-checkers
14
Article types
3
Live data sources
48,500+
Affiliate merchants
<3 min
Generation time

We built the output ChatGPT never did.

Same question. A completely different result.

The output

An afternoon’s research.
Compiled in three minutes.

Unpacked doesn’t return a chat answer — it produces a complete article. The kind that would take several hours to research properly: live sources, current prices, real community opinions pulled directly from Reddit and X, independent fact-checking, and a clear verdict. Laid out like a magazine — with interactive charts, product cards, comparison tables, and an editorial hero image. You publish it under your name.


Any topic, any format

Not a product review tool. A format engine.

Unpacked classifies every question into one of nine article types and generates a completely different structure for each. A buyer’s guide gets product cards, spec tables, and a winner. An explainer gets a narrative arc. A breaking news piece gets live data and sentiment. The structure matches the question — automatically.

Buyer’s guides

Product cards, spec tables, winner pick.

Comparisons

Side-by-side with a clear verdict.

Explainers

Narrative arc, no hedging.

Decision guides

Branch logic, scenarios, outcomes.

How-tos

Step-by-step with verified detail.

Roundups

Top picks, ranked and justified.

News analysis

Live data, sentiment, stakes.

Trend analysis

Google Trends plus expert context.

Breaking news

Odds, markets, Reddit in one briefing.

Breaking news — a format that doesn’t exist anywhere else

Five live sources. One briefing. Three minutes.

Every other platform that covers breaking news is reactive. A journalist files hours after the event. An AI summariser pulls headlines from RSS. Neither tells you the real-money probability, the live market reaction, or what people are saying right now. Unpacked pulls from all of them at the moment of generation.

Polymarket
Real-money odds
Yahoo Finance
Live stock impact
Google Trends
Interest velocity
Reddit
Community sentiment
X / Twitter
Reactions, attributed

How it’s built

Five stages. Three minutes.

Every article runs through the same five-stage pipeline. A deliberately different model handles each step, which keeps errors from compounding and makes fact-checking a genuinely independent pass. Research, writing, and verification never share the same model.

1Plan

Classify type, pick structure, generate research manifest.

2Research

Brave + Reddit + X + live data, all in parallel.

3Blueprint

Thesis, winner, section skeleton, word budgets.

4Write

Full article generated with JSON validation.

5Fact-check

Three independent models verify every claim.

Also happening behind the scenes
Editorial pass

15-check quality scoring and section-level rewrites before anything ships.

Live data

Polymarket odds, Yahoo Finance quotes, Google Trends velocity — filtered for relevance.

What the user sees
Ask

Type any question.

Wait

Roughly three minutes.

Edit

Shape it. Publish it under your name.


Why this has only now become possible

The economics only just started working.

Until a year ago, the underlying model costs made a researched article unviable to generate at consumer subscription prices — loss-making from day one. The models also weren’t reliable enough to produce the structured output Unpacked depends on. Both problems are now solved.

Unlike almost every other business, Unpacked’s underlying costs fall automatically. Every new model release reduces the cost of generation with no action required. The margins only improve over time.


The gap nobody filled

Why hasn’t anyone done this before?

The people with the technical capability to build this built chat interfaces — because that’s how engineers think. Nobody with editorial instincts sat at the intersection of AI pipeline design and content business models. And nobody connected it to a proven affiliate revenue model that was already generating tens of millions of dollars a year at Wirecutter.

The first-mover advantage here is real and measurable. Every article published today becomes a long-tail SEO asset that generates organic traffic for years. The content library compounds. The gap between an early entrant and a late one grows every month.


A proven model — modernised

What if Wirecutter’s editorial process was automated — and anyone could use it?

Wirecutter was founded in 2011: deep research, one clear recommendation, affiliate commission on every purchase. In five years it drove $150 million in e-commerce annually. The New York Times acquired it for $30 million in 2016. By 2018 it was generating over $20 million a year for the Times. Bootstrapped throughout.

It did all of that with 60 full-time journalists, one content category, English only, with articles that took days to produce.

Wirecutter
  • 60 journalists, one content type, one language
  • Days to research and write each article
  • No community, no user distribution
  • Costs scale with headcount
Unpacked
  • No journalists — fully automated pipeline
  • Any topic — products, finance, news, culture, health
  • Community of creators who distribute for you
  • Costs fall as models improve. Margins only grow.

That’s Unpacked.

The business

Three customers. One article. Two revenue lines on every piece.

Subscriptions from day one. Affiliate commissions the moment traffic makes them meaningful. Everything else follows a growing content library.

Who pays

Readers, retailers, and later — publishers.

Readers
$12–29/mo

Free tier: 3 articles, no card. Standard $12/mo for 15 articles. Pro $29/mo for 60. Subscription from day one.

Retailers
Affiliate %

Commission on product recommendations that convert. Reader pays nothing extra. Amazon, booking sites, credit cards ($50–200 per signup), insurers.

Publishers & brands
Later

API access for publishers and platforms. Sponsored category placement. Month 6 and beyond.

Category economics
Not all categories monetise equally. High-intent ones drive affiliate directly. Traffic categories convert readers into creators.
Highest affiliate
FinanceTech
High affiliate
HomeHealthAutomotiveBusiness
Medium affiliate
TravelEntertainment
Traffic & creator pipeline
NewsAICultureScience

Every article earns from readers AND retailers simultaneously. One buyer’s guide is both a subscription deliverable and an affiliate revenue source.

Gross margins: 79–92%.

Who brings them in

Creators are the distribution.

Unpacked lets a creator publish something that looks like a magazine spent a day on it, under their name, in three minutes. For a Substack writer, a niche site owner, a LinkedIn creator — that production quality is the initial sell. They couldn’t produce this output alone.

Every product recommendation in their articles carries an affiliate link. When readers click and buy, the creator earns a share — 20% initially, scaling to 30–50% for Verified Creators. Creators are financially motivated to share widely, bring their audience, and publish more. Unpacked gets content, traffic, and conversion without marketing spend. The point Wirecutter couldn’t do: a workforce that markets itself and earns on performance.

Tweet-to-Article

Paste any tweet URL and Unpacked extracts the claim, researches it, and builds a full article around it. Every viral tweet becomes evergreen content with a creator’s name on it.

Creator Acquisition

Substack writers, niche site owners, LinkedIn creators bring their existing audiences. They publish under their name, earn affiliate revenue, and drive traffic back. No marketing spend required.

Viral → Buyer Guide Funnel

Viral formats (myth busters, ranked lists, breaking news) drive discovery traffic. The bottom-of-page CTA converts readers into creators. Creators make buyer guides that monetise. Top of funnel becomes the revenue machine.

The flywheel

Creators publish. Articles travel. Revenue returns.

1Creator publishes under their name

Any topic, 3 minutes, full editorial control

2One-click repurposing

X thread, LinkedIn post, Reddit summary, image cards

3Creator shares to their audience

Screenshots carry Unpacked branding wherever they land

4Readers arrive

Via social, Reddit, search, or embed

5Some subscribe, some click and buy

Subscription revenue + affiliate commission

6Creator earns their share

20% of affiliate initially — 30–50% when Verified

7Some readers become creators

Bottom-of-page CTA converts traffic into supply

8Library compounds

Canonical topics, SEO moat, every article earns for years

Cycle repeats — each creator strengthens the next
The numbers

Profitable at a surprisingly small scale.

Five revenue streams — rolling out in order
Subscriptions
Live
Affiliate (Skimlinks)
Next
Creator revenue share
Planned
Sponsored categories
Month 6+
API access
Month 12+
  • 150 usersBreak-even. All infrastructure and API costs covered. Self-sustaining.
  • 400 usersRamen profitable. Costs plus founder salary. Growth funded from revenue.
  • 1,000 usersReal business. Subscription revenue substantial. Affiliate activated. Multiple streams contributing.
  • 5,000 usersScale. All revenue streams active. International expansion viable.
Revenue calculator
Adjust the sliders to model different scenarios
Paying subscribers1,000
10020,000
Average subscription value$18/mo
$12 Standard$29 Pro
Monthly article page views150,000
10,0005,000,000
Affiliate RPM (revenue per 1,000 views)$10
$5 early stage$40 mature site
Avg commission per transaction (for reference)$25
$10 electronics$60 finance / travel
Subscription revenue
$18,000
per month
Affiliate revenue
$1,500
per month (est.)
Total monthly
$19,500
before costs (~$700/mo)
Projected annual revenue
$234,000
Subscription + affiliate · API and sponsorship are incremental on top

RPM = revenue per 1,000 views. $5–15 is typical for a growing content site, $20–40 for an established review platform.


Who’s building it

Built by someone who needed it.

Unpacked started as a tool built to solve a personal frustration. The moment it produced its first article, it was clear that people loved it — not just because it worked, but because it was genuinely beautiful. Then came the realisation that every article shared was bringing someone new to the platform. And that the same content driving that growth could generate serious revenue. The product, the viral loop, and the business model all emerged from the same starting point.

CF
Colin Fitzpatrick
Founder · unpacked.fyi · Dubai & Ireland

Twenty years across Oracle, Salesforce, and HubSpot. Five years as a founder and startup adviser. Launched a metaverse project in 2023 that reached a $300 million market cap at launch. 25,000 followers on LinkedIn — one of the most widely-read writers on AI and emerging technology on the platform. Multiple AI products shipped.

colinfitzpatrick.io →linkedin.com/in/colly →
The stack
Platform
Next.js 16SupabaseVercel
Models
Claude HaikuGemini FlashClaude SonnetGPT-4o-mini
Research
Brave SearchRedditTwitter/X
Live data
PolymarketYahoo FinanceGoogle Trends
Payments
Stripe

If this resonates, let’s talk.

Not raising a formal round. Just looking to connect with a small number of people who understand this space — whether as an adviser, an early partner, or someone who wants to be involved as it grows.

Get in touch →