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Cara Avocats

Transfer pricing: a hot topic, but there remains a “gap” between the government’s approach and the judge’s perspective

(CAA Paris, May 6, 2026, No. 24PA04535, SAS Gap France)

Right now, fashion is everywhere.

At the movies, with the return of *The Devil Wears Prada*, whose second installment is now in theaters.

And in tax litigation, there is another trend—much less glamorous but just as persistent—namely, the tax authorities’ fascination with the net margin settlement method, better known by its English acronym, TNMM.

It's a basic.

The one that gets pulled out of the closet as soon as a French subsidiary of a foreign corporation posts losses, incurs significant costs, pays royalties, or seems to be operating with margins that are a little too tight.

A staple of the tax wardrobe.

Except that when it comes to transfer fees, even the basics have to be calculated correctly.

And the ruling handed down by the Paris Administrative Court of Appeals on May 6, 2026, in the Gap France case serves as a reminder of this with a certain elegance. Above all, it delivers a welcome blow to an administrative practice that practitioners know all too well: the almost reflexive rejection of methods based on gross margin in favor of a net margin analysis deemed more robust, simpler, and more “standard.”

But “standard” does not mean “relevant”; and that is precisely what makes this decision so significant.

The Gap France Case, or the Delicate Art of Well-Calibrated Benchmarking

The case involves Gap France, a company in the apparel industry that is part of the international Gap Group.

The French company had prepared transfer pricing documentation based on the marked-down resale price method.

Broadly speaking, this method involves taking the price at which a distributor sells goods to independent customers and then subtracting an appropriate gross margin to determine whether the intra-group purchase price is consistent with the arm’s-length principle.

In other words, we’re thinking in terms of gross margin.
In this context, Gap France had identified a relatively small group of comparable companies, consisting of seven firms. In short, a tailor-made transfer pricing documentation.
Perhaps debatable, like any transfer pricing documentation. But a documentation designed for a specific method, a specific indicator, and a specific economic analysis.

The tax authorities, however, did not adopt this approach.
Instead, they preferred to use the transactional net margin method.
This comes as no surprise. The TNMM is often viewed by the tax authorities as a more flexible method: it allows for a comparison of the net profitability of a tested entity with that of supposedly comparable companies. In practice, this frequently leads to the conclusion that a French subsidiary with “limited risk” should generate a positive operating income, even when its economic environment, stage of development, or specific costs paint a more nuanced picture.

That’s where things get interesting.
After an initial setback before the Paris court, the tax authorities are attempting on appeal to reuse the data set produced by the taxpayer himself.
But by switching from one method to another.

To put it plainly: the financial statements had been manipulated to show a higher gross margin; management wanted to report it as net margin.
The restatement was bold.
The judge didn’t let it slide.

The judge rejects the panel’s methodological “recycling”

Paragraph 7 of the judgment is particularly important. The Court notes that the panel of seven companies had been proposed in connection with the application of the reduced resale price method.

However, in her view, when applying an arm’s-length pricing method based on net margin, panels may not be substituted if the substitute panel was established to determine an arm’s-length range under another method—in this case, the gross margin method.

The wording is technical, but the message is very clear: a panel is not an interchangeable accessory. It’s not a jacket you can throw on over any outfit.

It is designed for a specific method, a profitability metric, an economic rationale, and a level of analytical detail.

A benchmark designed to assess gross margin cannot be used as-is to evaluate net margin.

It's not a matter of presentation. It's a matter of comparability. And this distinction is far from trivial.

In practice, during many audits, the tax authorities take a fairly mechanical approach: they reject the method chosen by the taxpayer, substitute a net margin analysis, and then rely, either partially or entirely, on the information contained in the transfer pricing documentation to support their own reasoning.

The taxpayer then finds himself in an uncomfortable situation: what he produced to justify his policy is used against him, but within a methodological framework different from the one he had chosen.

The Court sets a welcome limit here: one can discuss a method; one can challenge a panel; one can propose a different approach.

But you can’t remove a panel from its methodological context without conducting a thorough fit analysis. In transfer pricing, a simple “copy-and-paste” approach rarely works.

Comparability takes precedence over the panel's origin

The ruling goes even further.
The Court does not merely state that the panel could not be reused from one method to another.

She also notes that this panel did not include any start-up companies, even though Gap France could be viewed—particularly in light of the launch of the Banana Republic brand on the French market—as operating in a start-up economic context.

This point is essential. Indeed, a company in the start-up phase generally incurs specific costs: sales investments, marketing expenses, setup costs, brand awareness building, network development, and the gradual ramp-up of operations.
It may incur losses without this necessarily reflecting an indirect transfer of profits.

And this is where the decision becomes particularly interesting. The judge gives priority to the requirement of actual comparability over the origin of the panel.

  • – Even if this panel is funded by taxpayers.
  • – Even if it was produced during the inspection.
  • – Even though it remained part of the debate.
  • – Even if it is included in the transfer pricing documentation.

In other words: a comparison does not become relevant simply because of its author. It is not “good” or appropriate just because it comes from the taxpayer. It is accurate and relevant only if it truly compares what needs to be compared.
This is a fundamental distinction.

Transfer pricing documentation: enforceable, yes; magical, no

This decision clearly reflects recent developments in case law.
Article L. 13 AA of the Book of Tax Procedures requires certain groups to make documentation available to the tax authorities to justify their transfer pricing policy. This documentation includes, in particular, a functional analysis, a description of intragroup transactions, and a presentation of the methods used.

Since the passage of the 2024 Finance Act, this issue has become even more sensitive: for fiscal years beginning on or after January 1, 2024, Article 57 of the General Tax Code (CGI) now provides for a mechanism that strengthens the enforceability of transfer pricing documentation, particularly when the method actually applied differs from the one set forth in the documentation provided to the tax authorities.

The temptation is therefore strong for the administration to reason as follows:

  • – “It’s in your documentation, so it’s enforceable.”
  • – It’s enforceable, so it’s usable.
  • – “It’s usable, so it can serve as the foundation for recovery.”

But this line of reasoning is too hasty.
The fact that documentation is enforceable does not transform every element it contains into a universal economic truth: it does not allow a panel to be detached from its original methodology; nor, for that matter, does it allow a gross margin analysis to be converted into a net margin analysis without further justification.

Above all, it does not exempt the tax authorities from establishing, under the conditions set forth in Article 57 of the General Tax Code, the existence of a benefit granted to a related foreign entity. This article allows the tax authorities to include in taxable income profits indirectly transferred to related companies located outside France, in particular through an increase or decrease in purchase or sale prices, or by any other means.

In reality, even before this strengthened legal enforceability, transfer pricing documentation was already a central element of the debate.
It supported functional analysis, documented functions, risks, and assets, and could—in our view—be used to identify potential inconsistencies.
It was therefore already part of the evidentiary record in tax audits. In this regard, we believe that the reform did not create out of thin air the practice of using documentation against taxpayers in litigation. Rather, it formalized, strengthened, and provided a framework for this practice.

But it did not eliminate the requirement of comparability. And that is precisely what the Gap France ruling implies.

The TNMM must not become the “fast fashion” of transfer pricing

The transactional net margin method is a useful method.
It can certainly be relevant. It is often simple.
It may even be the most appropriate method in many situations, particularly when the available data does not allow for the use of a more direct method.

But it must not become an automatic method, much less a crutch.

The risk of using it as a standard fiscal tool is that it could become a kind of “fast fashion” of benchmarking: quick, standardized, and seemingly reassuring, but sometimes ill-suited to the economic situation being analyzed.

However, transfer pricing is not a matter of trends. It is a matter of facts, functions performed, risks assumed, assets used, markets, and economic cycles.

Truly comparable comparables.

A startup cannot, therefore, be automatically compared to mature companies. A gross margin analysis cannot be automatically converted into a net margin analysis. And a sample provided by the taxpayer does not, by its very nature, constitute a permanent and versatile admission.
Perfect competition is not a one-size-fits-all evidentiary standard. It is tailor-made.

Key Takeaways for Practical Application

The Gap France ruling calls on corporations to exercise greater caution when preparing their transfer pricing documentation.
It is not enough to simply have a benchmark.

  • – You must be able to explain why this benchmark is appropriate for the chosen method.
  • – You must document the consistency between the functional analysis, the chosen method, the profit indicator being tested, and the selected comparables.
  • – It is also important to identify significant economic differences: start-up phase, restructuring, brand launch, one-time costs, market trends, business strategy, and competitive intensity.

Conversely, the ruling also points out that the government cannot simply open the taxpayer’s closet and pick out whatever piece suits its purposes.

If she changes her methodology, she must recalculate the figures; if she switches from gross margin to net margin, she must verify that the comparables remain relevant.

If it intends to rely on a sample provided by the taxpayer, it must adhere to the logic according to which that sample was constructed.

And if the company being evaluated is in its launch phase, it cannot act as if it were already a mature brand that has been established in its market for years.

Conclusion: The devil is in the comparability

The Gap France ruling is interesting because it goes beyond a technical discussion of a set of comparable companies.

It underscores a more fundamental point: in transfer pricing, the method can never be separated from economic reality.

Transfer pricing documentation is, of course, binding on the taxpayer. As such, it must be prepared with great care and will, of course, be used in tax proceedings.

However, this does not mean that the information it contains may be interpreted in an opportunistic, decontextualized, or methodologically inaccurate manner.

The Devil may wear Prada. But when it comes to transfer pricing, the devil lies primarily in comparability. And in the Gap France case, the Paris Administrative Court of Appeal rightly points out that before making adjustments, one must first calibrate—not just the margins, but the comparables as well.