Question 1

Is this financial advice?

Accepted Answer

No. Stocks & Signals is an independent data platform. We provide research tools and analytics, not personalized investment advice. Our ratings are impersonal and not portfolio-specific. Always do your own due diligence, you are responsible for your own investment decisions.

Question 2

Most active funds underperform the index. Why would I even try?

Accepted Answer

The data is clear: most active funds underperform over 20 years. But they underperform because of fees, career risk, and benchmark-hugging — not because finding undervalued companies is impossible. You have none of those constraints. A $5B fund can't take a meaningful position in a $500M monopoly without moving the price. You can.

We're not suggesting you replace your index funds. Keep them as your core. But index funds buy companies by size, not by moat. So when half of all fund assets are passive, a small monopoly with no substitute earns no premium for being irreplaceable, and trades like any other mid-cap. That discount doesn't hold forever: a monopoly keeps compounding earnings while you wait, and it takes only one shortage or export ban for the market to see who it can't do without, and re-rate it. We map the supply chain to find where the market is wrong: which nodes are irreplaceable, which controllers are undervalued, and where hidden dependencies connect across the supply chain.

And when markets drop, most investors sell because they have no framework for deciding whether to hold. A structural thesis gives you a concrete checklist: monopoly position, substitution risk, valuation gap. If nothing structural changed, you hold. Instead of blind conviction, you work with informed discipline.

Question 3

How is this different from using ChatGPT to research stocks?

Accepted Answer

ChatGPT doesn't maintain a structured database of supply chains, concentration scores, or valuation models. We do. Built on original source data from regulatory filings, industry databases, and institutional-grade financial providers, with a proprietary methodology that maps competitive positions across every segment of the supply chain. General AI tools generate plausible-sounding figures on the fly: independent analyses have found they fabricate financial numbers in a significant share of their output. Every figure in our reports comes from a dated snapshot you can audit against the source.

The deeper difference is the system: one industry mapped every week, the same methodology every time, every score refreshed quarterly. That's infrastructure most investors never build alone — the same reason people who know how to train still hire a coach.

The two actually work well together: take a report into ChatGPT and stress-test the thesis or push it further. That only works because the inputs are real. LLMs generate. We source.

Question 4

Does every industry have a bottleneck worth owning?

Accepted Answer

No. Some industries are dominated by irreplaceable bottlenecks with real pricing power, and others are structurally competitive with no durable chokepoint. Our reports tell you which is which, because knowing an industry has no moat worth paying for is as valuable as finding one that does. And in those industries our scoring framework still ranks every company on valuation, consistency, quality, and momentum, because a chain without a monopoly still has better and worse businesses at better and worse prices.

Question 5

How current is the data?

Accepted Answer

We publish one new industry report every week, and each covered industry refreshes in full on a quarterly cycle. Every report is generated from a fresh data snapshot, dated on the report itself. On the roadmap: score refreshes within days of each company's earnings release.

Question 6

Do you cover stocks outside the US?

Accepted Answer

Yes, and we have to. Supply chain chokepoints cluster outside the US: lithography in the Netherlands, advanced foundry in Taiwan, materials and metrology in Japan, memory in Korea. We cover companies wherever they trade, each under its most liquid listing, whether that's the home exchange or a US-listed ADR.

Question 7

Who's behind Stocks & Signals?

Accepted Answer

A small independent team in Switzerland. 25+ years of experience across the buying side of industrial supply chains, software development, and algorithmic trading systems, including years spent negotiating with sole-source suppliers and watching a single component hold a product launch hostage. We built Stocks & Signals because the tool we wanted, institutional-grade supply chain analysis without the expensive price tag, did not exist. The reports come from the research system we built, one methodology applied identically to every industry, which is how a small team covers a new supply chain every week. We run our own portfolios on it.

Question 8

How can this cost so little compared to institutional research?

Accepted Answer

Two reasons, and neither is that we cut corners. First, the production model. Each syndicated report is its own research project, with analyst time and modelling built largely from scratch, which is why one sells for $1,500 to $6,000. We built a single research system and run every industry through it, so the framework is paid for once rather than per report. Second, who the price is set for. Those reports are sold as single-user licences into corporate research budgets. We price for individual investors and spread the same production cost across far more subscribers, which is how one report can cost more than a full year of ours. And you gain the layer they leave out: every listed company in the chain scored against its peers on valuation, consistency, quality and momentum.

Question 9

Can I try before I subscribe?

Accepted Answer

Yes. The semiconductor map above shows how we work. Your free preview is our newest report, “Gas Turbine Equipment”: the companies supplying the turbines behind the AI data-center buildout. Sign up with your email and we'll send it to your inbox. The preview shows the quality and depth of our analysis without giving away the picks. If you like the approach, subscribe for the complete reports.

Platform	Price	Fundamentals	Bottleneck & Concentration Mapping	Multi-factor Value Rating	Disruption Scenarios	Buy/Trim Zones
Institutional
FactSet	$1,200/mo	✓	—	—	—	—
Bloomberg	$2,665/mo	✓	—	—	—	—
Retail Research
Morningstar	$35/mo	✓	—	—	—	—
Seeking Alpha	$25/mo	✓	—	—	—	—
Motley Fool	$17/mo	✓	—	—	—	—
Value Chain Intelligence
Stocks & Signals	from $33/mo	✓	✓	✓	✓	✓

Map the Chain.
Beat the Crowd.

By the time you read the news,
the trade is already over.

The market prices the monopolies it can see.
It misses the ones buried in the chain.

Who controls what, and what it's worth.

Not every bottleneck is worth owning

From supply chain map to stock pick

Map the Supply Chain

Find the Bottlenecks

Score Every Company

Plot the Sweet Spot

Select the Picks

Monitor Disruptions

They react to news.
We map the system behind it.

Institutional intelligence, retail pricing

Common questions

Stop chasing headlines.
Start buying the bottlenecks the market has mispriced.

Map the Chain.Beat the Crowd.

By the time you read the news,the trade is already over.

The market prices the monopolies it can see.It misses the ones buried in the chain.