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Will TTD's top client concentration fall below 25% in any FY2026 quarterly filing?

Resolves March 15, 2027(355d)
IG: 0.80

Current Prediction

30%
Likely No
Model Agreement94%
Predictions9 runs
Last UpdatedMarch 22, 2026

Why This Question Matters

Top client concentration declining from 30% to below 25% would confirm material revenue attrition from the largest client relationship — the core mechanism through which the audit scandal damages the business. If concentration stays at 30%, the top client relationship survived intact despite the scandal. If it drops below 25%, at least $145M in annual revenue has been lost from a single client.

REVENUE_DURABILITYFUNDING_FRAGILITY

Prediction Distribution

0%25%50%75%100%
opus
sonnet
haiku
Range: 27%38%Aggregate: 30%
Individual Predictions(9 runs)
opusRun 1
35%

The 30% concentration dropping to below 25% requires a ~17% decline in the top client's TTD spend (relative to total revenue), or significant revenue growth from other clients pushing the ratio down. The Publicis audit creates genuine pressure on this relationship. If the top client reduces spend by 20-30% over the course of FY2026, and other revenue sources grow modestly, the ratio could breach 25%. However, concentration is typically only disclosed in annual 10-K filings — quarterly disclosure is uncertain.

Requires ~17% relative decline in top client contributionPublicis audit creates genuine reduction pressureConcentration may only be disclosed annually, not quarterly
opusRun 2
38%

The audit scandal specifically targets the top client relationship. The agency reportedly told clients to avoid the platform — if even partially implemented, this would reduce spend flowing through TTD from that agency's advertisers. A 30% to 25% decline requires losing ~$145M annually from the top client (or gaining $580M from other clients — unlikely). Given the scandal's severity and the reported 'avoid' guidance, a partial pullback resulting in below-25% concentration is a meaningful possibility over the full FY2026 period.

Audit directly targets the mechanism of top client spendReported 'avoid' guidance from agency to clients$145M annual revenue loss from top client would breach threshold
opusRun 3
32%

A critical consideration: even if the top client reduces spend, concentration could also decline if TTD's total revenue grows fast enough from other sources to dilute the top client's share. If the top client holds flat at ~$869M while total revenue grows 10-15% from other clients, concentration drops from 30% to ~26-27%. The combination of modest top-client reduction plus organic growth elsewhere could produce a below-25% reading. However, CPG/auto weakness in 25%+ of the business constrains this diversification.

Revenue growth from other clients can dilute concentration ratioCPG/auto weakness constrains diversificationCombination of modest reduction + growth elsewhere could breach 25%
sonnetRun 1
30%

Agency holding companies manage thousands of brands. Even if the holding company issues guidance to 'avoid' TTD, implementation is inconsistent — some brand teams will comply, others won't if TTD delivers better results. A 30% to 25% decline requires meaningful but not total defection. Programmatic advertising has quarterly budget cycles, so the full impact may take 2-3 quarters to manifest. FY2026 is a long enough window for partial defection to show up in annual concentration data.

Agency guidance implementation is inconsistent across brand teamsPartial defection over 4 quarters could breach 25%Brand teams with strong TTD performance may resist switching
sonnetRun 2
28%

The resolution criteria specify 'any FY2026 quarterly or annual filing.' If TTD only discloses concentration in the 10-K (annual), this limits resolution to a single data point. If they also disclose in 10-Qs, there are four opportunities. Industry practice varies — some companies disclose quarterly, others annually. TTD's FY2025 10-K showed 30%. If FY2026 10-K shows 25% or below, it's a full-year average effect, not just one quarter. This makes the threshold harder to breach from temporary disruptions.

Concentration disclosure may be annual onlyAnnual average smooths temporary disruptionsIf quarterly, multiple opportunities for resolution
sonnetRun 3
33%

The competitive dynamics favor eventual reduction. If Publicis is the 30% client and has told clients to avoid TTD, even partial compliance over 4 quarters would reduce concentration. Google DV360 and Amazon DSP offer credible alternatives — agencies can redirect budgets. However, Kokai's 26% better CPA creates genuine performance friction. The most likely outcome is a partial reduction to 26-28% — below 25% requires more aggressive defection than the base case suggests.

Partial compliance with 'avoid' guidance over 4 quartersDV360 and Amazon DSP are credible alternativesKokai performance creates switching friction
haikuRun 1
27%

30% to below 25% is a significant shift. Requires either substantial client defection or strong diversification growth. The audit creates pressure, but full-year average makes it harder. Moderate probability.

5pp drop is significant over one yearFull-year average smooths temporary disruptionsAudit pressure is real but defection takes time
haikuRun 2
30%

The reported 'avoid' guidance is the key input. If even 30-40% of the top client's advertisers comply and redirect to DV360/Amazon, the annual concentration could drop to 20-23%. That puts it below 25%. But compliance rate is unknown and possibly low given performance advantages. Uncertain.

Compliance rate with 'avoid' guidance is the key unknown30-40% compliance would breach thresholdPerformance advantages resist compliance
haikuRun 3
29%

Historical concentration has been stable at ~30%. Changing this by 5pp+ in one year requires a structural shift. The audit scandal is the kind of catalyst that could drive such a shift, but ad-tech relationships are sticky. Slightly below 1-in-3 probability.

Historical stability at ~30% suggests structural stickinessAudit is a potential catalyst for structural shiftAd-tech relationships have inertia

Resolution Criteria

Resolves YES if TTD's largest client concentration percentage, as disclosed in any FY2026 quarterly (10-Q) or annual (10-K) filing, falls below 25%. Resolves NO if the largest client concentration remains at or above 25% in all FY2026 filings.

Resolution Source

TTD 10-Q and 10-K filings, concentration risk disclosures

Source Trigger

Publicis Revenue Retention — Track quarterly revenue from top client. Any disclosed decline in concentration percentage below 30% would signal client defection.

gravy-gaugeREVENUE_DURABILITYHIGH
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