The Evidence Gap in International Expansion

Anthony Bodnar Jr. · Co-Founder & CEO, Global Felicity Group · The Cross-Border Authority Brief, October 2026

Consider a composite case, assembled from patterns common in cross-border work. A precision-parts manufacturer in northern Mexico lands a meeting with a U.S. industrial buyer. The plant is good. Its tolerances are tight, its prices competitive, its freight lanes short. The first call goes well.

Then the supplier-qualification questionnaire arrives. It asks for documented quality procedures, the legal entity that will sign, insurance certificates, references from customers of comparable size, and a plan for what happens when a shipment runs late. Some of this exists, scattered across email threads and the founder's memory. Some of it does not exist at all. Three weeks later, the buyer renews with its incumbent.

No one on either side ever concludes that the Mexican plant is incapable. It simply never becomes verifiable.

That gap, between being able to serve a foreign customer and being prepared to win that customer's business, is where many international expansions quietly stall. It rarely appears in market-entry plans, which rightly examine demand, pricing, competition, distribution, regulation, and the cost of operating. Those plans answer whether a market is worth entering. They seldom answer a harder question:

What would an unfamiliar buyer need to know, verify, and believe before choosing this company over an established alternative?

This essay argues that the question deserves its own analysis, distinct from market access and distinct from operations. It draws on recent research in trade economics and business-to-business marketing, offers an observation from our advisory practice, and proposes a three-part diagnostic, with a practical instrument, for locating where a company's evidence gap actually lies.

The argument applies to Mexican firms pursuing U.S. customers, to U.S. firms expanding abroad, and to any company asking strangers in another country to accept the risk of doing business with it.

Access is not a relationship

Trade economics has begun to measure what practitioners have long sensed: finding a foreign customer and keeping one are different problems, with different costs.

In a 2025 paper in the Journal of International Economics, Jonathan Eaton, Marcela Eslava, David Jinkins, C. J. Krizan, and James Tybout model how Colombian manufacturers build business with U.S. importers. Exporting, in their model, is a process of costly customer search, gradually earned visibility, and learning how well a product appeals in the new market. Fitted to U.S. import records, the model reproduces the way exporters mature over time.

Its most striking estimate concerns what that accumulated position is worth. If Colombian exporters lost both their U.S. customer base and their knowledge of the market, the authors estimate the cost at US$14.2 billion, more than twice their annual exports to the United States. About a quarter reflects lost future sales to existing customers. Most of the rest is the cost of relearning product appeal and rebuilding visibility. Customer relationships and market knowledge are intangible assets, and expensive ones to replace.

A field experiment in West Africa sharpens the point. Edward Wiles and Deivy Houeix connected a randomly selected 80 percent of 1,862 small garment firms in Dakar, Senegal, with new suppliers in Turkey, then cross-randomized additional treatments designed to address trust.

Access alone worked in the short run. Connected firms were 26 percent more likely to stock the varieties a mystery shopper requested, and the goods they sold were 30 percent more likely to be high quality. Over the longer run, however, firms that received only the connection largely stopped ordering, while firms that also received the trust treatments kept ordering at a similar rate.

The setting is specific: small Senegalese traders buying Turkish garments, with the Senegalese firms as buyers, not sellers. It should not be read as an estimate of how U.S. procurement teams behave. But the distinction it isolates travels well. Being found by a trading partner and being trusted by one are separate achievements, and solving the first does not solve the second.

The OECD reaches a compatible conclusion from the policy side. Its SME and Entrepreneurship Outlook 2023 lists informational barriers, including difficulty identifying and contacting foreign partners, among the obstacles smaller firms face in international trade, alongside finance, skills, and regulation.

The buyer is pricing uncertainty, not reading a brochure

More than half a century ago, George Akerlof showed that when sellers know more about quality than buyers do, markets can malfunction: buyers discount every offer to protect themselves against the worst ones. Cross-border commerce is a standing case of this asymmetry. The seller knows its staffing, processes, finances, and track record. The foreign buyer knows almost none of it and often cannot easily check.

This is why the vocabulary of international marketing (experienced, reliable, world-class, committed to quality) carries so little weight in a procurement review. Those words cost nothing to say, so they reveal nothing. What reveals something is evidence that is costly to fake: documented procedures, verifiable references, recognized certifications, production records, audited financials, a named and accountable contracting entity.

The specific evidence varies by sector:

A manufacturer may need quality-control documentation, capacity data, and references from comparable customers. A professional-services firm may need credentials, defined responsibilities, engagement terms, and a clear account of whom it represents. A technology provider may need security practices, data-handling commitments, implementation resources, and service-continuity plans.

The underlying question does not vary: How does a buyer tell a credible claim from an unsupported one?

More disclosure is not automatically the answer. A 2025 systematic review in Industrial Marketing Management by Raja Rub Nawaz and Ralf Wagner synthesizes business-to-business marketing and supply-chain research on transparency and its relationship to credibility and trust. The practical implication is a discipline, not a volume. A company must know which information bears on the buyer's decision, what form makes it credible, and when in the process it should appear. A sprawling data room is no substitute for the three documents a buyer actually needs.

When the offer changes at the border

An engagement from our own advisory practice shows how the evidence gap can open even when nothing is wrong with the underlying service.

We assessed a Mexico-based professional-services firm with an international clientele. Its English-language materials presented the firm as representing one side of a transaction. Its Spanish-language materials described a broader set of services, ones that could place it on either side. Each description may have been accurate for some engagements. Read together, they made it hard for an international client to answer the first question in any advisory relationship: Who is this firm working for, and what is it responsible for?

The problem was not translation quality. Each version read well. The problem was that a prospective client could not reconstruct an accurate picture of the commercial relationship from what the firm had published.

Two limits matter. Our assessment identified an inconsistency that warranted correction. It did not establish how many prospective clients were lost because of it, nor that any later change in sales resulted from fixing it. An observed inconsistency is evidence of an information problem; it is not, by itself, evidence of a quantified loss.

The broader lesson is that international-facing communication should be judged not only on fluency, cultural fit, and design, but on whether it matches the company's actual commercial arrangements. When the public explanation and the operating reality diverge, better marketing amplifies the confusion instead of resolving it.

Three tests, four diagnoses

I propose separating international buyer readiness into three tests. This is a practitioner's diagnostic, not a statistically validated model or a procurement standard. Its value lies in what it separates.

Test 1: Can the buyer find the company? This is discoverability. Do relevant buyers encounter the company in the channels they actually use: supplier directories, industry associations, professional networks, search, referrals, trade events? Does it describe its capabilities in the terms those buyers look for? Discoverability lowers the cost of a first match. It proves nothing about qualification. A company that ranks in search results or exhibits at a trade fair has demonstrated presence, not readiness.

Test 2: Can the buyer evaluate the company? This is evaluability. Can a prospective customer determine what is offered, which legal entity will contract, which capabilities are relevant, and what supports the company's performance claims? Complex purchases may require technical documentation, certifications, financial information, references, compliance records, or a formal qualification process. This is not a marketing kit. It is the information a buyer needs to make a decision and, often, to defend it internally.

Institutional guidance makes this concrete. The U.S. International Trade Administration advises exporters to investigate prospective foreign partners, including their legitimacy and creditworthiness, before entering agreements. The scrutiny runs both ways. In July 2026, the National Institute of Standards and Technology finalized SP 1326, a due-diligence quick-start guide for assessing suppliers of information and communications technology. It organizes the review around five areas: foreign ownership, control, or influence; provenance; resilience; foundational cybersecurity practices; and supply-chain tiers.

The NIST guide is scoped to ICT and is not a universal requirement. It is, however, a clear model of how sophisticated buyers structure evidence-based supplier review. The useful shift is from What do we want the buyer to know? to What will the buyer need to verify?

Test 3: Can the company deliver the commitment? This is deliverability. A company can be discoverable and persuasive and still be unprepared to execute. A manufacturer wins a purchase order without the working capital that higher volume demands. A service firm signs a major account before anyone owns delivery. A growing company promises response times or coverage its structure cannot sustain. These failures surface only after interest has become obligation, which is what makes them costly. Commercial positioning defines what the buyer is asked to believe. Operational readiness determines whether the company has earned the right to say it.

Reading the tests together. The framework earns its keep when different failure patterns lead to different, sometimes opposite, management decisions. Four patterns recur:

Hidden capability (Test 1 fails). Evidence and delivery are strong, but buyers rarely encounter the firm. Invest in channels, directories, referral networks, and buyer-facing terminology. Avoid rebuilding documentation that already works. Evidence deficit (Test 2 fails). Buyers find the firm but cannot verify its claims. Invest in the buyer's evidence file: documents, references, certifications, a clear contracting entity. Avoid more visibility, which multiplies stalled evaluations. Coherence gap (Test 2 fails). The account of the offer differs across markets or languages. Invest in one accurate account of the offer, roles, and responsibilities. Avoid polishing each version separately. Promise risk (Test 3 fails). Buyers find and trust the firm, but operations cannot keep the promise. Invest in capacity, working capital, delivery ownership, and service design. Avoid scaling sales before operations catch up.

These patterns carry the framework's central warning. Visibility amplifies whatever stands behind it. Where evaluation or delivery is weak, a successful marketing push mainly increases the number of buyers who discover the weakness, in a market where the company has no track record to offset the damage.

Expansion plans typically sequence the work as find, then persuade, then deliver. The diagnostic suggests verifying the tests in the opposite order: confirm that the company can deliver, then build the evidence that proves it, and only then pay to be found.

The buyer's evidence file

A practical instrument follows from Test 2. Before approaching a significant new market, management assembles the file a serious prospective buyer would need in order to approve the company as a supplier.

It is not a brochure, and it need not be public. Some contents are confidential and belong only in proper commercial and legal channels. The file should answer six questions:

Scope. What exactly are we offering, and what lies outside our scope? Proof. What objective evidence supports our claims about experience, quality, or performance? Accountability. Which legal entity will sign, and who is accountable for delivery? Requirements. Which of this buyer's requirements do we know, and which have we only assumed? Capacity. Which people, processes, finances, and partners support execution at the promised scale? Recovery. What happens when delivery slips, specifications change, or a dispute arises?

The aim is not to eliminate commercial risk; that would be unrealistic. It is to make risk visible, give it an owner, and separate the evidence a company has from the evidence it still needs to build.

Done honestly, the exercise sorts problems into two kinds that must not be confused. A company with real capability and thin documentation has a presentation problem: it needs better evidence. A company with polished communication and insufficient capacity has an operating problem: it needs changes in staffing, governance, financing, systems, or service design.

Treating the second as a marketing problem is a serious management error.

Measure where deals stall, not whether they fail

A diagnostic is useful only if it can be wrong. It is not enough to assert that poor readiness is costly and then blame every lost international sale on it.

Foreign buyers decline for many legitimate reasons: price, product–market fit, delivery economics, incumbent relationships, regulation, capacity, commercial terms. Excellent evidence cannot rescue an uncompetitive offer.

The better management question is narrower: At which stage of the buyer's decision does the opportunity stall, and what evidence explains the stall?

Companies can answer it by following qualified opportunities through each stage (first contact, technical evaluation, procurement review, negotiation, contract) and recording:

where opportunities stop progressing, and the reason the buyer gives; how long it takes to produce each document a buyer requests; how many buyer questions remain unresolved at each stage; whether delivery performance after contract matches what was promised.

These indicators must be read alongside price, demand, customer type, and market conditions. A before-and-after comparison around a readiness intervention can be informative, but it does not prove causation; shifts in customer mix, sales effort, or the offer itself can move the numbers too.

The discipline is simple to state and hard to keep: let the stall points, not the narrative, say which test is failing.

Questions worth testing

The framework also points to research that no single firm can do alone. For business schools, trade organizations, and economic-development institutions, three propositions seem worth testing against buyer-side evidence:

Which verifiable capabilities (documentation, certifications, references, contracting clarity) are associated with progression from first international contact to supplier qualification and sustained business? Do firms that fail at evaluation differ systematically from firms that fail at delivery, and do they respond to different interventions? Does raising a firm's visibility before its evaluability is established measurably increase the share of opportunities that stall or are lost?

Each would require a defined sample, consistent measures, and an appropriate research design. None should begin from the assumption that every unsuccessful expansion is a failure of readiness. GFG Advisory welcomes conversations with researchers interested in putting these propositions to the test.

From available to chosen

A seller-centered expansion plan asks whether a company can reach a market. A buyer-centered assessment asks whether a prospective customer can understand, evaluate, contract with, and depend on that company. An operational assessment asks whether the company can keep the resulting promise without exposing itself or its customer to unmanaged risk.

None of this diminishes market research, export promotion, commercial representation, or operational consulting. Each addresses a real part of the problem. Each becomes more useful when tied to the decisions actual buyers must make.

The evidence will look different for a Mexican manufacturer pursuing its first U.S. enterprise customer, a European software firm establishing an American presence, or an advisory firm serving clients across borders. The requirement will not. Capabilities must become understandable, verifiable, and executable, in that buyer's terms and in that buyer's market.

International expansion is not complete when a company becomes visible abroad. Nor does it begin only when a legal entity is formed or a first contract signed. It advances through a sequence of decisions in which both sides acquire enough reliable information to accept the risk of working together.

Being available to foreign buyers is not the same as being chosen by them. The distance between the two is the evidence gap, and it is where expansion strategy should look first.

Sources

OECD (2023). SME and Entrepreneurship Outlook 2023. https://www.oecd.org/en/publications/oecd-sme-and-entrepreneurship-outlook-2023_342b8564-en/full-report/component-8.html Eaton, Eslava, Jinkins, Krizan & Tybout (2025). "A Search and Learning Model of Export Dynamics." Journal of International Economics 157. https://doi.org/10.1016/j.jinteco.2025.104155 Wiles & Houeix. "Relational Frictions Along the Supply Chain: Evidence from Senegalese Traders." https://blogs.worldbank.org/en/impactevaluations/can-social-media-alleviate-search-and-trust-frictions-in-interna Akerlof (1970). "The Market for 'Lemons'." Quarterly Journal of Economics 84(3). https://doi.org/10.2307/1879431 Nawaz & Wagner (2025). "Disclosing Transparency." Industrial Marketing Management 124. https://doi.org/10.1016/j.indmarman.2024.11.011 U.S. International Trade Administration. "Company and Partner Risk." https://www.trade.gov/company-and-partner-risk NIST SP 1326 (2026). Due Diligence Assessment Quick-Start Guide. https://doi.org/10.6028/NIST.SP.1326

The three-test framework is the author's analytical synthesis, not a validated instrument. The opening case is a composite; the advisory example is anonymized and supports a diagnostic finding only. Anthony Bodnar Jr. is Co-Founder and CEO of Global Felicity Group. GFG Advisory and Conn Espitia Operating Partners jointly developed the Cross-Border Confidence Framework.