Transparency as a Constitutive Condition of Competition — For a Right of Competitive Access and a Return to Merit-Based Markets —

From Algorithmic Opacity to the Consumer's Right of Verification

Federal antitrust foundations, state law developments, and a structural reform proposal

Introduction

Central Thesis

Transparency is not an ethical ideal imposed on businesses by a well-meaning legislator. It is the structural condition without which no market can be qualified as effective, operational, or competitive. Without transparency, there is no competition — there is only a stage on which dominant operators perform without referees.

Competition has one legitimate object: to distinguish products and services by their intrinsic quality, their real price, and their utility to the consumer. Any mechanism — algorithmic, pricing, or informational — that substitutes another criterion corrupts the market. Transparency is the only structural device that forces each actor to compete solely on what it actually is, not on what it conceals.

For decades, antitrust doctrine has circled a fundamental void: how do you sanction what you cannot see? How do you prove algorithmic manipulation without access to the algorithm? How do you establish a biased ranking without access to the ranking criteria? Regulators sanction after the fact, at great procedural cost, practices that have persisted for years — when they can prove them at all.

This article proposes a structural response to that impasse: the right of competitive access. Not as a legal revolution from scratch, but as the formalization of rights already present in existing law — the Sherman Act Sections 1 and 2, the FTC Act Section 5, the Clayton Act, California's AB 325 (Cartwright Act, effective January 1, 2026), New York's Algorithmic Pricing Disclosure Act (May 2025), and the Supreme Court's longstanding precedent on per se price-fixing — that no one has yet articulated as a coherent system.

This article builds on The Swarm Theory and the article on Recidivism as a License to Repeat, published on Digital Synapse Exchange. It supplies the missing link: the swarm can only reconstitute itself if information circulates freely. And information will only circulate freely if transparency becomes a structural obligation — disclosed in terms of service, registered with the relevant intellectual property authority, and overseen by a dedicated institution.

I. Transparency as a Constitutive Condition of the Market

A. The Swarm and Uncaptured Coordination: Opacity as Structural Breakdown

The Swarm Theory holds that the market is not a state — it is a process of spontaneous coordination among free actors. Like a swarm of bees, coordination emerges without hierarchy, through the circulation of signals — price, quality, reputation — that each actor receives, interprets, and retransmits. Competition is, in Hayek's formulation, 'a procedure of discovery.'

But a procedure of discovery can only function if data is accessible. Today, real prices are opaque, ranking algorithms are opaque, conditions of treatment of third parties are opaque, real costs are opaque. The coordination of the swarm is captured — not by a visible hierarchy, but by an invisible technical architecture.

Founding Principle

Opacity is not merely disloyal — it is structurally incompatible with the existence of the market. This is not a moral nuance: it is a constitutive thesis. An opaque market is not a poorly regulated market. It is a market that does not exist.

The breakdown of the swarm is observable: it is measured by concentration, by the persistence of abnormal margins, by the systematic exclusion of new entrants. But to observe, one must see. And to see, one must access data. Transparency is therefore a condition of observation, of effectiveness, and ultimately of the market itself.

B. The Ranking Algorithm as a Unilateral Market Act — The Circle Closed Since 1998

In 1998, a master's thesis presented at the University of Montpellier examined unilateral price determination and its abuses in contracts. The central insight: when one actor alone sets the conditions of an exchange that is supposed to be synallagmatic, it breaks the commutativity that contract law presupposes. It is no longer a contract — it is a disguised capitulation.

Twenty-eight years later, the phenomenon has shifted: it is no longer the price that is unilaterally determined — it is the ranking. And the ranking has become a market power in its own right, more powerful than price itself. Because before the consumer even compares prices, the algorithm has already decided what they will see — and what they will not.

Case Law — U.S. v. Google, DOJ, April 2025 & CJUE confirmed September 2024

The U.S. District Court for the Eastern District of Virginia found in April 2025 that Google 'willfully engaged in a series of anticompetitive acts to acquire and maintain monopoly power' in the publisher ad server and ad exchange markets. The court held that Google unlawfully tied its ad exchange to its publisher ad server and implemented practices including 'First Look,' 'Last Look,' and 'Unified Pricing Rules' that made it nearly impossible for rivals to compete.

The DOJ's proposed settlement with RealPage Inc. (August 2025) further established that using a pricing algorithm to collect competitively sensitive non-public data from competitors and generate coordinated price recommendations violates both Section 1 and Section 2 of the Sherman Act.

→ U.S. v. Google, E.D. Va., April 2025 — Antitrust Division, DOJ

→ U.S. v. RealPage, Inc., M.D.N.C., DOJ Proposed Settlement, August 2025

The ranking algorithm is therefore a unilateral market act — a unilateral determination of the conditions of visibility, comparison, and access to the consumer. The circle closes: the 1998 thesis on unilateral price determination finds its natural extension in the unilateral determination of market conditions by the opaque algorithm.

II. The Right of Competitive Access: Existing Law to Be Formalized

A. Federal and State Foundations

The notion that a company's internal data belongs to it absolutely and unconditionally rests on a fundamental confusion between property and its easements. In American law, property has never been absolute: it is subject to legal obligations that do not violate the property right — they are conditions of its exercise within a competitive social framework.

Concept: The Right of Competitive Access

An easement of way does not steal land. A zoning ordinance does not expropriate a building. In the same way: access to a company's commercial practices to verify their fairness is not an infringement of trade secrets. It is a legal obligation naturally attached to the exercise of economic activity in a competitive market.

Access is not appropriation. Transparency is not an attack on property rights. It is their natural condition of exercise — without which the market does not exist.

Five existing legal frameworks already ground this right of access:

1. Sherman Act, Section 1 (15 U.S.C. § 1) prohibits every contract, combination, or conspiracy in restraint of trade. The DOJ and FTC have confirmed since 2024 that algorithmic price coordination constitutes a per se violation — 'price fixing through an algorithm is still price fixing' (FTC Statement of Interest, Duffy v. Yardi Systems, Inc., W.D. Wash., 2023). Opacity makes this coordination invisible and unprovable. Mandatory transparency makes it verifiable.

2. Sherman Act, Section 2 (15 U.S.C. § 2) prohibits willful monopolization. The DOJ alleged against RealPage that its use of non-public competitor data to generate pricing recommendations constituted monopolization of the revenue management software market. The structural argument: any dominant operator who retains exclusive access to the evidence of its own compliance monopolizes the proof itself.

3. FTC Act, Section 5 (15 U.S.C. § 45) prohibits unfair methods of competition and unfair or deceptive acts or practices. A ranking algorithm that presents results as 'most relevant' or 'best price' while in reality prioritizing commission-paying vendors constitutes a deceptive act or practice within the meaning of Section 5. The FTC confirmed in its March 2024 blog post that using an algorithm to evade the law banning price-fixing agreements is unlawful.

4. California AB 325 — Cartwright Act (Cal. Bus. & Prof. Code §16729, eff. January 1, 2026) makes it unlawful to use or distribute a 'common pricing algorithm' — defined as any methodology used by two or more persons that uses competitor data to recommend, align, stabilize, set, or influence a price — as part of any agreement to restrain trade, or to coerce another person to adopt its recommended prices. Corporate penalties reach $6 million per violation (SB 763).

5. New York Algorithmic Pricing Disclosure Act (signed May 2025) requires businesses using pricing algorithms incorporating consumer personal data to display the disclosure: 'THIS PRICE WAS SET BY AN ALGORITHM USING YOUR PERSONAL DATA.' Upheld against First Amendment challenge by the U.S. District Court for the Southern District of New York (October 2025). Civil penalties up to $1,000 per violation, enforceable by the Attorney General.

The logical consequence is radical: a company that claims to comply with the law has no need for opacity. All existing protections for proprietary assets are already in place — patents, trademarks, trade secrets under the Defend Trade Secrets Act (18 U.S.C. § 1836). One who conceals beyond those legal protections places themselves in a position of structural suspicion. Opacity becomes evidence of guilt.

The Core Legal Paradox: No One May Be Their Own Witness

American evidence law applies the principle that a party cannot unilaterally constitute proof of its own compliance — nemo debet esse testis in propria causa. Federal Rule of Evidence 602 requires that testimony be based on personal knowledge; courts routinely reject self-serving documentation where the producing party controls all relevant data.

The dominant operator's opaque situation is precisely this: it fixes the conditions of the exchange, executes them, accounts for them, and retains the evidence under trade secret protection. It constitutes unilaterally the proof of its own conformity — and then opposes it to anyone who contests. This is a structural double burden: the asymmetry of the contract compounded by the asymmetry of proof.

The right of competitive access is the direct response: the dominant operator who invokes trade secret protection to maintain exclusive access to the evidence of its own compliance converts a legitimate protection into an instrument of concealment. Mandatory transparency is not an attack on property: it is the prohibition of what the law already forbids.

Diffuse Harm — How Consumer Injury Disappears in the Mass

The ordinary consumer bears each month a series of charges over which they have no meaningful ability to verify: monthly subscription fees, utility bills, rental pricing set by revenue management software, hotel rates shaped by shared algorithms. Individually, each discrepancy is negligible. Cumulatively, across millions of consumers over a lifetime, they constitute a structural transfer of value whose aggregate quantum is substantial — and which no regulator publicly quantifies.

The cause of this invisibility is precisely opacity: the company calculates, charges, accounts, and retains the data. It constitutes unilaterally the proof of its own accuracy. The consumer has neither access to the calculation basis nor means to verify that the amount charged corresponds to the amount contractually owed.

Mandatory transparency is the only structural remedy: not to repair diffuse harm after it has been constituted — which is practically impossible at the individual level — but to prevent the conditions for that harm from arising. This is the shift from liability law to structural law.

B. The Self-Delimitation Declaration — Filed with the USPTO or PTAB

When a company files a trademark, patent, or trade secret registration with the USPTO (or the Patent Trial and Appeal Board), it is proposed that it annex a functional self-delimitation declaration. In that declaration, it states:

— What is protected: the invention, the process, the distinctive sign — untouchable.

— What is not protected: the conditions of ranking, pricing, referencing, treatment of third parties — auditable.

Doctrinal Formulation

The self-delimitation declaration, annexed to the intellectual property filing and published in the public register, constitutes a binding admissible acknowledgment by which the holder itself draws the boundary between the scope of exclusive protection and the scope of auditable information. Once published, this boundary is binding on the holder, on third parties, and on courts. It cannot be subsequently contested without a new filing.

This mirrors the existing patent claim framework: 35 U.S.C. § 112 already requires that patent claims particularly point out and distinctly claim the subject matter of the invention. The self-delimitation declaration extends this logic to the commercial and informational dimension of business activity. The court is relieved of the threshold question that today paralyzes years of litigation: 'What falls within trade secret protection in this file?' The answer is already in the public register.

III. The Bilateral Finalized Audit: Mechanism, Oversight, and Sanction

A. The Four Modes of Exercise of the Right of Competitive Access

The right of competitive access operates through four distinct modes, covering all market actors and all verification scenarios.

Mode 1 — Competitor → Dominant: suspicion of unfair practice or statutory violation.

→ Purpose: verify non-discrimination, compliance with terms of service — Sherman Act § 2, FTC Act § 5. The requesting party may thereafter seek injunctive relief or negotiate a settlement.

Mode 2 — Dominant → Innovator: suspicion of patent infringement or slavish copying.

→ Purpose: verify absence of misappropriation — 35 U.S.C. § 271 (patent infringement), Defend Trade Secrets Act 18 U.S.C. § 1836. The requesting party may thereafter seek injunctive relief or negotiate a settlement.

Mode 3 — Federal / State Authorities and Consumer Associations → All: systematic non-suspicious oversight (errare humanum est).

→ Purpose: market hygiene — FTC ongoing oversight model, State Attorney General enforcement. Errors exist in every economy; oversight is not accusation, it is ordinary verification.

Mode 4 — Consumer → Business: verification of contract performance.

→ Purpose: restoration of informational commutativity before litigation — FTC Act § 5, New York Algorithmic Pricing Disclosure Act, Uniform Commercial Code §1-304 (good faith).

Mode 4 is the most democratic and most foundational. The contract of adhesion has structurally transformed the consumer into a pure acceptor — without capacity for discussion, verification, or pre-litigation challenge. The right of competitive access restores, before any court filing, a minimal informational commutativity: the consumer may verify that what is being applied to them corresponds to what the company itself declared in its self-delimitation declaration filed with the USPTO.

This is not a right of action — it is a right of prior verification. Any discrepancy found between the published declaration and the actual practice constitutes, without further formality, the foundation for a claim under FTC Act § 5 or state consumer protection law (e.g., California Consumers Legal Remedies Act, Civil Code § 1750 et seq.; New York General Business Law § 349).

B. The Competitive Audit Authority — Institutional Third Party and Mandatory TOS Clause

Who watches the watchmen? If a competitor accesses the dominant operator's data 'to verify fairness,' who guarantees that the verification is properly scoped and does not become industrial espionage?

Proposal: The Competitive Audit Authority (CAA)

Distinct from the Antitrust Division of the DOJ (which prosecutes), the FTC (which enforces consumer protection), and the USPTO (which registers), the CAA would have the exclusive mission of certifying informational compliance — not punishing. It operates like the OCC or FDIC in banking: permanent oversight, non-punitive in nature, corrective. Sanctions remain judicial.

Its reference framework is the self-delimitation declaration filed with the USPTO. It does not need to qualify what is protected: the holder has already done so. It simply verifies that the practice corresponds to the declaration.

CRITICAL — CAA certification does not constitute a safe harbor.

It establishes a rebuttable presumption of compliance — rebuttable at any time by a competitor, consumer, or court. It does not divest any actor of their independent right of verification. Experience confirms that abusive clauses can escape simultaneously the FTC's notice, companies' own legal departments, and state attorneys general — only to be identified by an attentive private individual. Administrative certification never exhausts the private party's scrutiny.

The CAA operates as a first line of oversight — analogous to a first-instance review — not as a final approval body. The consumer, the competitor, and the court constitute the successive and irreducible tiers of review.

The central legislative proposal is as follows: require a mandatory transparency clause in Terms of Service for all businesses. Section 5 of the FTC Act already provides authority to regulate deceptive practices. The proposal is to impose a minimum content requirement: every business must disclose in its Terms of Service the objective criteria by which it determines the conditions of exchange — price, ranking, referencing, treatment of third parties — their weighting, and whether they are remunerated. A bakery, a bank, a platform: the obligation is universal, as the law itself makes no categorical distinctions.

IV. Systemic Consequences: Return to Merit-Based Competition

A. Diffuse Harm Resolved Upstream — Transparency as Preventive Remedy

American law struggles with mass harm. Who is the victim of a biased ranking algorithm? Not an identifiable consumer — all consumers simultaneously. The 200 million users who, every day, receive an oriented result without knowing it. Individual proof is impossible. Class actions are lengthy, costly, and uncertain.

Mandatory transparency is the structural response: it replaces an impossible reparation with a preventive obligation. It does not wait for harm to be constituted — it prevents the condition for harm from arising. This is a complete paradigm shift: from tort law to structural law.

The Emblematic Cases of Algorithmic Opacity

Google Shopping / Algorithm 'Panda' : self-preferencing invisible to users — $2.4 billion fine confirmed by CJUE, September 2024, 14 years of litigation. For 14 years, millions of consumers received a biased result without knowing.

Google AdX / Digital Advertising : double dominant position exploited to favor its own ad exchange — $2.95 billion (European Commission, September 5, 2025); U.S. District Court found Google willfully monopolized the market (April 2025). DOJ proposed settlement with Greystar, August 2025.

RealPage Inc. — Rental Housing : YieldStar and AI Revenue Management software collected non-public competitor data from competing landlords and generated coordinated rental price recommendations, artificially inflating housing costs nationwide. DOJ complaint August 2024, amended January 2025 to include six major landlords.

Vegas Strip & Atlantic City Hotels : competing hotels using shared pricing software to set room rates. FTC and DOJ filed joint Statement of Interest, March 2024: algorithmic price fixing is a per se violation of Section 1 of the Sherman Act. 'Setting or recommending initial starting prices can still violate antitrust laws even if those are not the prices consumers ultimately pay.'

Kayak, Booking, Expedia : rankings displayed as 'most relevant' or 'best price' — actual criteria unknown. How can a consumer verify that a hotel is ranked first because it pays the highest commission rather than because it offers the best value? Current answer: they cannot.

In none of these cases can the consumer verify, before deciding, that the ranking they consult is based on legitimate criteria. The self-delimitation declaration and the mandatory TOS clause remedy this structurally.

B. Pacification of Commercial Relations and Effective Market Opening

The economic argument for the legislator is straightforward. Federal antitrust litigation involves enormous costs — the RealPage case alone mobilized DOJ resources across two administrations and six co-defendants. State attorneys general across the country are simultaneously pursuing algorithmic pricing cases. A structural transparency obligation would have prevented the condition for most of these cases from arising.

Mandatory transparency is an upstream deactivation mechanism. It does not eliminate litigation — it shifts its center of gravity: from trial after harm to verification before harm. Expected reduction in litigation; pacification of commercial relations; reduction in regulatory costs.

Articulation with Existing Positive Law

Sherman Act §§ 1 & 2 / DOJ enforcement : the right of competitive access is the preventive mechanism that makes algorithmic self-preferencing verifiable before the fact, not only sanctionable after.

FTC Act § 5 / FTC enforcement : the mandatory TOS transparency clause operationalizes the FTC's existing authority to prohibit deceptive practices — extending it from post-hoc enforcement to pre-hoc structural obligation.

California AB 325 / Cartwright Act (eff. Jan 1, 2026) : prohibits common pricing algorithms using competitor data. The right of competitive access provides the verification mechanism: auditors can check whether the algorithm actually uses non-public competitor data, making enforcement practicable.

New York Algorithmic Pricing Disclosure Act (May 2025) : requires disclosure when prices are set by algorithms using personal data. The self-delimitation declaration extends this logic from reactive disclosure to proactive structural commitment.

Ninth Circuit, Gibson v. Cendyn Group, LLC (2025) : held that independent decisions to license the same pricing software — without any underlying agreement among competitors — do not violate Section 1. The decision drew a critical line: if competitors agreed among themselves to use the same software and follow its recommendations, that would be a horizontal agreement. Structural transparency makes that line verifiable in advance.

The ultimate systemic consequence is a redefinition of corporate value. If transparency is mandatory, a company's value can no longer rest on the opacity of its commercial practices. It rests on what it actually is: the quality of its product, the efficiency of its service, the fairness of its treatment of third parties. Innovation is protected by the patent. Everything else is auditable. This is the return to merit-based competition.

Conclusion — Transparency: The Oxygen of the Swarm

Competition was never designed to distinguish companies by their brands, their market power, or their algorithmic capacity to capture attention. Its sole legitimate object is to distinguish products and services by their intrinsic quality, their real price, and their utility to the consumer.

Every mechanism — algorithmic, pricing, or informational — that substitutes another criterion corrupts the market. Google did this with its Panda algorithm and AdX exchange. Travel comparison sites do this with invisible commissions. Rental platforms do this with shared revenue management software. In each case, the consumer believes they are choosing freely — and they are being guided.

Summary of the Proposal

1. Transparency is the constitutive condition of the market — not a moral ideal.

2. The right of competitive access is grounded in federal law (Sherman Act §§ 1 & 2, FTC Act § 5, Clayton Act) and state law (California AB 325, New York Algorithmic Pricing Disclosure Act).

3. The self-delimitation declaration, filed with the USPTO, draws the enforceable boundary between exclusively protected property and auditable information.

4. The bilateral audit covers four modes: competitor, dominant operator, government/associations, and consumer — restoring informational commutativity before litigation.

5. The transparency obligation in Terms of Service is universal — every business, without categorical distinction, where the law itself draws none.

6. The CAA certification constitutes a rebuttable presumption — first tier of oversight, never a safe harbor. Consumer and court review remain irreducible.

7. The dominant operator who retains under trade secret the evidence of its own compliance converts a legitimate protection into an instrument of concealment — prohibited by existing law.

8. Transparency is the structural remedy for diffuse harm — it shifts the center of gravity of litigation from post-hoc trial to pre-hoc structural verification.

The swarm is an information system. Transparency is its oxygen. Opacity is its capture. Without transparency, there is no market — there is only a stage.

Author

Vidal Bravo-Jandia Miguel

Master of Law (Private Law) — Paris II Panthéon-Assas

Engineer, University of Montpellier I — Consumer Law Center

Sources & References

Federal Statutes

→ Sherman Act, Section 1 — 15 U.S.C. § 1 (Restraint of Trade)

→ Sherman Act, Section 2 — 15 U.S.C. § 2 (Monopolization)

→ FTC Act, Section 5 — 15 U.S.C. § 45 (Unfair or Deceptive Acts)

→ Clayton Act — 15 U.S.C. §§ 12-27

→ Defend Trade Secrets Act — 18 U.S.C. § 1836

→ 35 U.S.C. § 112 — Patent Claim Requirements (USPTO)