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How we work

Four principles you can
point at evidence for.

Most company principles are unfalsifiable — nobody claims to value dishonesty or sloppiness. These four were chosen because each one can be checked from outside the company, and each one costs something real.

Depth before breadthBuilt in-houseMethods publishedRevenue disclosed

The test a principle has to pass

A stated value is only worth something if the opposite is a position somebody actually holds. "We value quality" fails that test, because no company claims to value poor quality. "We go deep before we go wide" passes it, because plenty of good companies do the opposite deliberately and have solid reasons.

So each of the four below comes with two things attached: the evidence you can check without taking our word for it, and the cost we pay for holding it. A principle with no cost is decoration.

One — we go deep before we go wide

Unfiltered Choice covers business finance in the United States. Only that. Not personal finance, not international, not a general "best tools" section. Claudphic Ads sells in India. Only there. No global launch, no multi-region pricing page, no "available worldwide" claim.

The evidence: both product sites state their scope in the first screen, and neither has a category or region that exists only as a coming-soon placeholder used as a growth signal.

What it costs: a much smaller addressable market at every point in time, and a slower revenue curve than breadth would produce. It also means saying no to genuinely reasonable expansion ideas — a personal-finance vertical would be easy to launch and would immediately dilute the thing that makes the publication worth reading.

The reasoning is that credibility does not scale horizontally. A comparison site that covers one category properly is trusted; the same site covering nine categories thinly is a directory. Depth compounds. Breadth mostly dilutes.

Two — we build in-house

Both products are designed, built and operated end to end by Claudphic. The research, the code, the interface, the copy, the support conversations. There is no outsourced core, no white-labelled component presented as original work, and no agency behind the curtain.

The evidence: a single-founder company that says so publicly, on this site and on the about page, rather than using "we" to imply staff that do not exist.

What it costs: throughput. One person means fewer things ship at once and a genuine ceiling on parallel work. It also means the founder is the bottleneck on everything, which is a real risk to state rather than a virtue to celebrate.

What it buys is coherence. When the person writing the attribution logic is the person answering the support email about it, the feedback loop is one step long. Neither product has ever had to be explained to a delivery team that did not share the thesis, because there is no delivery team.

Where this principle ends

"Built in-house" is a statement about the product, not a refusal to ever hire. When Claudphic hires, it will hire people who own their work rather than contractors executing a spec. The careers page sets out what that means in practice.

Three — we publish our methods

Unfiltered Choice publishes the rubric it scores against, so a reader who disagrees can disagree with something specific. Claudphic publishes its ownership structure and conflict rules on the independence page. Claudphic Ads labels its illustrative testimonials as illustrative, because it is a new product without a long customer list and pretending otherwise would contradict everything else on this site.

The evidence: the rubric is on the publication. The conflicts policy is on this domain. The testimonial labelling is on the product site. All three can be read by anyone in about four minutes.

What it costs: publishing a method means being held to it. A published rubric cannot be quietly bent when a high-commission provider scores badly. A published conflicts policy cannot be softened when a partnership becomes tempting. That is the point, but it is genuinely a constraint rather than a marketing line.

The working rule inside the company is simple: if a method could not survive publication, it should not be used. That test has already killed ideas that would have made money, which is the only evidence that a rule of this kind is real.

Four — we disclose what we earn and how

Unfiltered Choice earns affiliate commissions and says so. Claudphic Ads earns subscription revenue at published prices. Claudphic publishes both, along with what neither is permitted to influence, on the revenue disclosure page.

The evidence: the disclosure page names the mechanisms rather than gesturing at "we may earn a commission." Prices for Claudphic Ads are public. There are no invented user numbers anywhere on any Claudphic property.

What it costs: a reader who knows a link is commercial is a reader who may not click it. Disclosure has a measurable conversion cost, and anyone who tells you otherwise has not run the comparison.

It is still the right trade, because the alternative is a business whose revenue depends on readers not understanding how it works. That business has a ceiling, and the ceiling arrives on the day someone explains it publicly.

How these principles show up in ordinary decisions

Principles that only appear in strategy documents are not principles. Some concrete examples of how these four resolve day-to-day questions:

  • A high-commission provider scores poorly on the rubric. It ranks where the rubric puts it. Principle three settles this before principle four can be tempted.
  • A partner offers paid placement on Unfiltered Choice. Declined if it affects ranking; accepted only as clearly labelled advertising that sits outside the ranked comparison.
  • An agency asks Claudphic to build them a custom dashboard. Declined. It is services revenue, and principle one plus the services position both rule it out.
  • A new vertical looks lucrative and easy. Checked against the test on the vision page before anything else. Lucrative is not a reason.
  • A customer asks for a feature that only they need. Built only if it generalises. One-off features are client work wearing a product costume.

What we do not claim

We do not claim to be innovative, AI-powered, or transformative. Those words appear on almost every company site and carry no information. We do not claim a team. We do not claim traction we cannot evidence — Claudphic Ads is a new product and Unfiltered Choice is a young publication in one of the hardest search categories that exists.

Understating is deliberate. Both product sites do persuasion well, because persuasion is their job. The parent site's job is the opposite: quiet competence, verifiable claims, and nothing a skeptical reader could catch out. This page is written to be checkable rather than impressive, and if any part of it turns out to be untrue, we would rather hear about it.

The four principles

  • Depth before breadth — one vertical and one market, done properly, before the next. Evidence: finance-only on Unfiltered Choice, India-only on Claudphic Ads.
  • Built in-house — both products designed, built and operated end to end by Claudphic, with no outsourced core.
  • Methods published — scoring rubric, ownership structure and conflict rules are all public. If a method could not survive publication, it is not used.
  • Revenue disclosed — every earning mechanism is named publicly, along with what it is not permitted to influence.
Next

The rules that keep
a publication independent.

Ownership disclosed, four conflict rules published, and a stated process for reporting a conflict you think we have missed.