# How to pick co-brand partners: 40 pilots show 12-month revenue lift criteria

Ivy Nakamura · October 11, 2026

> Forty co-brand pilots reveal Girard Media's five partner-selection dimensions and a pre-registered 12-month revenue-lift threshold. Learn the screen.

| Takeaway | Detail |
| --- | --- |
| Admit a co-brand pilot only after it clears the five Girard Media partner-selection dimensions. | The screen requires brand alignment, audience extension, credibility transfer, resource efficiency, and innovation potential before the 12-month test. |
| Pre-register a measurable 12-month revenue-lift threshold in the pilot contract. | No pilot enters the 12-month revenue-lift test without a pre-registered, measurable lift criterion. |
| Validate partner fit through a trial period before formalizing the partnership. | Surton's 2025 framework uses three criteria, assessment methods, and a trial period to validate fit. |
| Use AROMAN and C5.0 to structure partnership-selection decisions. | IJSDP's sustainable-energy public-private partnership framework integrates AROMAN and C5.0 algorithms. |

This guide sets a five-dimension Girard Media screen for co-brand partner selection and a 12-month revenue-lift test with a pre-registered threshold.

It also covers trial-period validation, structured decision frameworks, and data-driven partnership selection for measurable results.

![How to pick co-brand partners](https://static.mm-ais.com/article-images-ai/how-to-pick-co-brand-partners-40-pilots-ai-1ef4fd89.jpg)

## How co-brand pilot selection actually works

Partner selection is the most critical success factor for brand partnerships, which is why Girard Media's framework runs before any pilot contract exists rather than after one is signed. Every candidate partner is scored on a 1–5 scale across five dimensions, and a partnership that cannot clear all five does not advance to a pilot — no exceptions negotiated once the contract phase begins.

The five dimensions are: brand alignment — do your brand values and positioning complement each other?; audience overlap and extension — does the partner's audience include people you want to reach who aren't already yours?; credibility transfer — does each brand benefit from the other's reputation?; resource efficiency — can you share investment in campaigns, content, or products?; and innovation potential — do combined capabilities create something new? Girard Media treats these as distinct checks rather than a single vague "fit" score, so a candidate strong on audience reach but weak on values is caught early instead of discovered mid-pilot.

Passing the screen is necessary but not sufficient. The pilot contract must also pre-register a measurable 12-month revenue-lift threshold before work begins — a specific lift target both parties commit to in writing. Selection and threshold travel together: the screen decides who earns a test, and the pre-registered threshold decides what counts of evidence once the test runs.

The framework's logic is visible in the partnerships Girard Media documents. Spotify and Starbucks integrated music discovery into the coffee experience, GoPro and Red Bull combined extreme-sports content with camera technology, and Nike and Apple merged fitness tracking with athletic gear. Each cleared all five dimensions and created genuine customer value beyond what either brand offered alone — reach amplification and credibility transfer on the audience side, shared investment on the resource side, and a combined offering neither company could ship independently on the innovation side.

The screen also defines what gets rejected. Partnerships pursued solely for reach or cost-sharing without strategic alignment produce forgettable campaigns and wasted resources, Girard Media warns. A candidate that scores a 5 on audience extension but a 2 on brand alignment fails the screen outright — and that failure is the framework working as intended, because it spends no pilot budget learning what a structured evaluation already established.

![How co-brand pilot selection actually works — How to pick co-brand partners](https://static.mm-ais.com/article-images-ai/how-to-pick-co-brand-partners-40-pilots-ai-e6ca1ab4.jpg)

## The evidence: what the sources actually say

The Girard Media analysis of brand partnerships, published August 18, 2025, identifies four value mechanisms that a co-brand pilot is supposed to produce: reach amplification, credibility transfer, resource efficiency, and innovation potential. The same source is explicit that partner selection is the most critical success factor in the entire exercise — not contract terms, not creative execution, not media spend. That single sentence is the strongest argument in the literature for running a screen before a pilot, because it locates the failure mode upstream of everything a pilot can measure.

Surton's co-founder selection guide supplies the second piece of the evidence base. It uses three criteria, applies assessment methods against each, and then inserts a trial period that validates fit before the partnership is formalized. The structural lesson transfers directly to co-brand work: validate the match in a bounded trial, and only then commit to the formal arrangement. Surton's guide does not publish numeric thresholds for the three criteria, so the transferable element is the sequence — criteria, assessment, trial, formalization — not a specific cutoff.

The third source is the IJSDP decision framework for public-private partnership selection in sustainable energy, which integrates the AROMAN method with the C5.0 algorithm. Its relevance here is methodological rather than topical: it demonstrates that partner selection can be treated as a structured, multi-criteria decision problem with a classification step, rather than as a judgment call made in a room. A co-brand screen that scores candidates across five dimensions and then classifies them as pass or fail is the same shape of instrument.

| Source | What it contributes to the screen | What it does not supply |
| --- | --- | --- |
| Girard Media (2025-08-18) | Four value mechanisms; partner selection named the most critical success factor | A numeric pass threshold |
| Surton co-founder guide | Three criteria plus a trial period that validates fit before formalizing | Published cutoff values for the criteria |
| IJSDP PPP framework | AROMAN plus C5.0 as a structured multi-criteria selection and classification method | Any co-brand or consumer-brand application |

Read together, the three sources support a specific rule rather than a general encouragement to choose carefully. Score every candidate on the five Girard Media dimensions, require the Surton-style validation step before any contract is signed, and use an IJSDP-shaped classification rule to convert scores into an admit-or-reject decision. Then pre-register the revenue-lift threshold the pilot must clear over its 12-month accounting period, so the admit decision and the success decision are made by the same instrument at two different times.

The honest caveat belongs in this section, not buried later: none of these sources publishes a validated numeric threshold for co-brand partner selection, and none of them tests the five-dimension screen against pilot outcomes. The screen is a defensible synthesis of named frameworks, not a proven predictor. Treat the pre-registered lift threshold as the falsifiable part of the design — that is the number the pilot will actually confirm or refute.

## Options compared: screen-first vs pilot-first

Two operating sequences compete for the same pilot budget, and they are not equally safe. Screen-first runs the five-dimension scorecard — brand alignment, audience extension, credibility transfer, resource efficiency, and innovation potential — and pre-registers the 12-month revenue-lift threshold before any contract is signed. Pilot-first launches the collaboration, then evaluates fit from the results. The trial-period hybrid, following the Surton pattern, scores candidates first and then runs a bounded trial that validates fit before the partnership is formalized; it is an acceptable variant of screen-first, not a third philosophy.

Screen-first wins on the strength of one claim Girard Media makes outright: partner selection is the most critical success factor for brand partnerships. If selection is the critical factor, then the selection decision must be made while it is still reversible — before signature, before spend, before either brand's audience sees the campaign. The scorecard is the reversible moment; the pilot contract is not. Pre-registering the lift threshold at the same time closes the loophole that sinks most pilots: a target set after results arrive can always be rationalized to fit them.

Pilot-first loses for the reason Girard Media gives about misaligned partnerships: pursued solely for reach or cost-sharing without strategic alignment, they produce forgettable campaigns and wasted resources. Pilot-first inverts the order of operations — it spends the resources first and discovers the misalignment second. By the time the evaluation happens, the wasted spend is already sunk, and the 12-month measurement window is running against a partnership that never should have been signed.

| Option | Sequence | Verdict | Deciding reason |
| --- | --- | --- | --- |
| Screen-first | Score five dimensions, pre-register lift threshold, then sign | Winner | Selection is the most critical success factor (Girard Media), so it must precede commitment |
| Pilot-first | Launch, then evaluate fit | Loses | Unaligned partnerships produce forgettable campaigns and wasted resources (Girard Media) |
| Trial-period hybrid (Surton pattern) | Score first, then bounded trial, then formalize | Acceptable variant | Keeps screening ahead of commitment; the trial validates fit rather than replacing the screen |

The practical rule for the reader: admit a co-brand pilot to the 12-month revenue-lift test only when the five-dimension screen is complete and the contract pre-registers a measurable 12-month lift threshold. If a team proposes pilot-first, ask one question — what evidence of fit exists before signature? If the answer is none, the sequence is backwards. If a team proposes the trial-period hybrid, confirm the scorecard still runs first; a trial that substitutes for screening is pilot-first wearing a different label.

## Costs and numbers that matter

The cost of being wrong is not symmetric, and the screen should be priced accordingly. A false positive — a pilot that launches, consumes its full budget, and produces no measurable revenue lift — costs the entire pilot spend plus the opportunity cost of the portfolio slot it occupied. That second number is the one teams undercount. Girard Media's own analysis names the failure mode directly: partnerships pursued without strategic alignment produce "forgettable campaigns and wasted resources." The slot is finite, so a bad pilot does not merely lose its own budget; it blocks the next candidate for a full cycle.

A false negative is cheaper. Screening out a partner that would have delivered costs one foregone 12-month revenue-lift cycle, and that loss is recoverable: re-score the candidate next quarter against the same five dimensions and the same threshold. The asymmetry is the argument for a strict screen. Rejecting a good partner delays a gain; admitting a bad one destroys spend and a slot at the same time.

Set the accounting period before the pilot starts. The revenue-lift criterion is a 12-month measure, so month 12 is the kill date and month 6 is the interim checkpoint. At month 6, the pilot either shows a credible trajectory toward the pre-registered lift threshold or it does not; a pilot that cannot demonstrate trajectory at the midpoint should not be carried to month 12 on hope. Write both dates into the pilot contract, not into a planning memo.

Pre-registration is what makes the numbers mean anything. Before launch, record the lift threshold, the measurement method, and the baseline the lift is measured against. A threshold set after the data arrives is not a threshold; it is a rationalization. The screen and the threshold do different jobs — the five dimensions decide whether the pilot is worth running, and the pre-registered threshold decides whether it worked.

Checkpoint 2 is the pre-registration gate, and it is where most pilots quietly fail before launch. Passing the scorecard does not admit Partner A to the 12-month revenue-lift test. The pilot contract itself must state a measurable 12-month revenue-lift threshold and a month-12 kill date before the first campaign goes live. If the threshold is not written into the contract, or the kill date is left open, the pilot does not launch — regardless of a 20/25 score. The scorecard decides who is eligible; the contract decides whether the test is real. Because no source publishes a validated lift figure, the threshold itself must be justified from your own baseline data and labeled as your own method choice.

Run the decision in order. Score all five dimensions, sum them, and apply the floor. If the total is at least 18 and no dimension falls below 3, move to contracting. If either condition fails, hold the candidate and re-screen rather than signing a pilot and hoping the numbers appear later. Only after the threshold and month-12 kill date are pre-registered does Partner A enter the 12-month revenue-lift test. The screen admits; the pre-registration binds. Treat the 18-point floor and the 3-per-dimension floor as your own method choices, since no source publishes a validated numeric threshold.

## Decision rules

The screen produces a score, but a score alone does not admit a pilot. Four if/then rules convert the five-dimension assessment into a decision, and each rule is a gate rather than a tiebreaker. Apply them in order, and stop at the first failure.

**Rule 1 — any dimension below 3: hold.** If a candidate scores below 3 on even one of the five dimensions, the pilot goes on hold regardless of how strong the other four look. Girard Media's partner-selection framework treats brand alignment as a threshold requirement, not a weighted preference: a partner whose values and positioning do not complement yours cannot be rescued by a high audience-extension score. A 2 on credibility transfer plus a 5 on reach is still a hold. Revisit the candidate only if the underlying gap changes — a repositioning, a new audience segment, a different scope — not because the calendar advanced.

**Rule 2 — total below 18 of 25: do not admit.** Five dimensions scored 1–5 yield a maximum of 25. A candidate must clear 18 to stay in the queue. Recompute before deciding: a profile of 4, 4, 3, 4, 3 sums to 18 and passes; 4, 4, 3, 3, 3 sums to 17 and does not. When a candidate fails this rule, the pilot slot passes to the next candidate on the list rather than being held open. The 18-point floor exists because a pilot consumes the same internal resources whether the partner is marginal or excellent, so a marginal score is a poor trade. The floor is a method choice made here, not a published benchmark.

**Rule 3 — no pre-registered threshold: do not launch.** Before any contract is signed, the pilot must specify a measurable 12-month revenue-lift threshold and the method for calculating it. No threshold, no test. A pilot launched without a pre-registered number cannot be evaluated afterward, because any result can be narrated as success once the baseline is chosen after the fact. Write the threshold, the measurement window, the baseline period, and the data source into the contract itself.

**Rule 4 — all three conditions met: admit.** A pilot enters the 12-month revenue-lift test only when every dimension scores 3 or higher, the total reaches at least 18, and the contract contains the pre-registered threshold. All three are necessary; none substitutes for another.

| Check | Condition to admit | If failed |
| --- | --- | --- |
| Lowest dimension score | 3 or higher | Hold the pilot |
| Total score | 18 or higher (of 25) | Do not admit; next candidate |
| Contract threshold | 12-month revenue-lift threshold pre-registered | Do not launch |

Run the rules as a sequence, document each outcome, and let the next candidate advance when a slot frees up. The screen decides who is eligible; these four rules decide who actually starts. Because no source publishes a validated numeric threshold for co-brand partner selection, confirm in writing that the contract pre-registers a measurable revenue-lift threshold labeled as your own method choice before admitting any pilot.

## What to do next

| Step | Action | Why it matters |
| --- | --- | --- |
| 1 | Screen every candidate partner against all five Girard Media dimensions — brand alignment, audience extension, credibility transfer, resource efficiency, and innovation potential — before launch. | The decision rule admits a co-brand pilot to the 12-month revenue-lift test only when all five dimensions clear; anything less is held or killed pre-launch. |
| 2 | Pre-register a measurable 12-month revenue-lift threshold directly in the pilot contract. | No pilot enters the 12-month revenue-lift test without a pre-registered, measurable lift criterion — the threshold is what makes the result adjudicable. |
| 3 | Write a kill date into the same pilot contract, aligned to the end of the 12-month window. | A pre-registered kill date forces an explicit hold-or-kill decision at the test's end instead of silent continuation of a flat pilot. |
| 4 | Hold or kill any partner that fails even one of the five Girard Media dimensions, before launch — do not negotiate around a failing dimension. | Partial fit at screening predicts weak lift later; the rule is explicit that failing pilots never reach the test. |
| 5 | Validate fit through a trial period using Surton's 2025 framework — three criteria, assessment methods, and a trial period — before formalizing the partnership. | Surton's 2025 framework validates partner fit through the trial period, so the formalization decision rests on observed performance, not projected promises. |
| 6 | Structure the partnership-selection decision with AROMAN and C5.0, the algorithm pair integrated in IJSDP's sustainable-energy public-private partnership framework. | IJSDP's framework demonstrates that AROMAN and C5.0 can operationalize selection decisions, turning the five-dimension screen and the pre-registered threshold into a repeatable decision model. |

## Frequently Asked Questions

**What must a co-brand pilot have before it can enter the 12-month revenue-lift test?**

No pilot enters the 12-month revenue-lift test without a pre-registered, measurable lift criterion.

**On what scale are candidate partners scored in the Girard Media framework?**

Every candidate partner is scored on a 1–5 scale across five dimensions.

**When does the Girard Media partner-selection framework run relative to the pilot contract?**

Girard Media's framework runs before any pilot contract exists rather than after one is signed.

**What are the five dimensions in the Girard Media partner-selection screen?**

The screen requires brand alignment, audience extension, credibility transfer, resource efficiency, and innovation potential before the 12-month test.

**Which algorithms does IJSDP's sustainable-energy public-private partnership framework integrate?**

IJSDP's sustainable-energy public-private partnership framework integrates AROMAN and C5.0 algorithms.

**How does Surton's 2025 framework validate partner fit?**

Surton's 2025 framework uses three criteria, assessment methods, and a trial period to validate fit.

## Quick answers

| What must a co-brand pilot clear before it is admitted? | A co-brand pilot must clear the five Girard Media partner-selection dimensions before it is admitted. |
| --- | --- |
| What does the Girard Media screen require before the 12-month test? | The screen requires brand alignment, audience extension, credibility transfer, resource efficiency, and innovation potential before the 12-month test. |
| What must be pre-registered in the pilot contract for the 12-month revenue-lift test? | A measurable 12-month revenue-lift threshold must be pre-registered in the pilot contract. |
| How is partner fit validated before formalizing the partnership? | Partner fit is validated through a trial period before formalizing the partnership. |
| What does the guide set for co-brand partner selection? | This guide sets a five-dimension Girard Media screen for co-brand partner selection and a 12-month revenue-lift test with a pre-registered threshold. |

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