Ethos Technologies is a player in the life insurance business but not a traditional life insurer. The company does not primarily carry underwriting risk on its own balance sheet. Instead, Ethos operates a technology-driven life insurance platform that combines digital distribution, underwriting infrastructure, administration, and agent software, while third-party insurance carriers bear the actual insurance risk.
The business model is therefore much more asset-light than a classic insurer. Ethos originates policies through direct-to-consumer channels and through a large third-party agent network. The company earns commissions when policies are activated and additional renewal commissions as policies remain active over time.
Q1/2026 numbers looked exceptionally strong at first glance:
revenue more than doubled year-over-year from 94.9 mUSD to 193.1 mUSD,
activated policies increased from 48,122 to 88,373,
and Adjusted EBITDA increased from 23.7 mUSD to 33.6 mUSD.
However, investors quickly focused on something else: As a consequence of the company expecting a higher lifetime value of policies (which is very positive news), the quarter included a 16.5 mUSD EBITDA charge related to lower expected future clawbacks from agents, while the positive revenue impact from improved persistency appears to have been only low single-digit mUSD. The overall contribution margin decreased from 43 % down to 30 % yoy.
The asymmetry behind these numbers and the net negative earnings contribution of the positive news about higher lifetime value of policies triggered a lot of discussions. Persistency improved. Fewer policies lapsed early. And hence future policy economics improved. So, investors naturally asked: Where did this positive development go to?
To better understand the issue, it helps to look at how Ethos recognizes revenue under ASC 606 (which by the way is basically the same treatment as under IFRS 15).
Because of the business model, Ethos receives in cash terms:
upfront commissions from carriers when policies are activated,
and future renewal commissions from carriers if policies remain active.
On the other hand, Ethos pays in cash terms:
an upfront compensation to agents when policies are activated
but If policies lapse early, the company can recover part of these payments through contractual clawbacks.
On the income-side things are as follows: While the treatment of received upfront commissions is not very complicated (performance obligation immediately met), the renewal commissions represent a variable consideration under ASC 606 because they depend on future policy behavior and persistency assumptions. If management concludes under ASC 606 that a business reversal is not probable (i.e. that policies are renewed), an expected value of these future commissions may already be recognized upfront (“We recognize all commissions expected to be received over the expected life of the insurance policy at the policy effective date…” and “revenue [is] recognized to the extent that it is probable that a significant reversal in the amount of cumulative revenue recognized will not occur.”, 10-K, p. 66). The variable consideration simultaneously creates a “commissions receivable” as cash is not yet received. The total revenue is hence the combination of both upfront and expected future compensations received.
On the expense-side the treatment is: Upfront compensation of agents leads to an immediate (gross) expense. But because recovery of parts of these payments to agents is (partially) possible if policies are early terminated, Ethos simultaneously recognizes a recovery asset (labelled prepaid asset) where expected clawbacks are collected. The net expense of Ethos is the gross expense minus the increase in the recovery asset.
It becomes clear that the accounting of renewal commissions to be received as well as of clawbacks of agents is highly dependent on management assessment about the lifetime value of policies. Moreover, it is also obvious that these two assessments – expected future commissions and expected clawbacks – are highly correlated. They both depend on the same underlying factor: the persistency of the business.
Ethos estimates policy persistency based on a combination of historical lapse experience, observed policy performance, insurance carrier experience data, historical payment data by distribution channel, and other relevant industry persistency data. The company regularly updates these persistency assumptions as actual policy behavior evolves over time.
Based on this approach, in Q1/2026 Ethos came to the conclusions that policies have a higher lifetime value than assumed before. This triggered two simultaneous accounting effects:
expected future renewal commissions increase (i.e. commission receivables increased),
expected clawback recoveries from agents decline (i.e. prepaid assets decreased).
What one would expect now is that – as received commissions are generally higher than fees paid to agents – the revenue effect from improved persistency dominates the expenses effect. But here the opposite was true!
The company’s own 10-Q explains in this context that the reason for the decreasing contribution margin and the persistency improvement’s net negative effect on earnings is due to “updated third-party agent compensation and persistency estimates to better reflect both maturing cohort experience and the impact of recent operational improvements.” (10-Q 1/26, p. 27).
What is clear is that with regard to the impact of persistency assumptions on earnings, different parts of the accounting model react at different speeds. In our opinion the following (or combinations thereof) are the most probable explanations for this phenomenon:
ASC 606 constrains revenue recognition for variable consideration until sufficient evidence exists that a significant reversal is not probable. Such restriction, however, does not exist for the expense side. Hence, management may have therefore only increased renewal revenue modestly while making a full expected value adjustment to the cost side. I.e. the reporting standards might have triggered this asymmetry.
Ethos states in its 10-K: “Recoupment provisions generally require the repayment to us by agents of all agent payments for policies that are terminated within the first six months following activation and the repayment of any unearned agent payments for policies that terminate after six months” (10-K, p. 18). This means that clawbacks from agents are not a linear function (while revenues are). If now in particular newer agency cohorts showed better early persistency behaviour (which heavily impacts the full <6 month clawback estimate), the negative economic impact on clawback estimates would be stronger than the positive one on variable consideration.
It could be that the time horizon of revenues and clawbacks is different. Perhaps expected future commissions from carriers cover a longer time horizon (expected renewals over the long-run) while commissions paid to agents only cover a shorter time (active later renewals not yet remunerated). If particularly the short-term outlook has improved (but not the long-run renewal outlook) the clawback effect would be stronger than the revenue effect.
There are also more structural explanations. Ethos itself repeatedly notes in the 10-K that persistency estimates can be volatile, particularly early in the life cycle of products or carrier relationships where limited historical data exists. Persistency assumptions may therefore simply react with different sensitivities across different parts of the model (revenues and expenses). And it could also be that prior revenue assumptions were already relatively optimistic, meaning part of the persistency benefit had already been embedded in earlier revenue estimates. And now it is just the expense side which catches up.
Whatever the actual reason for this phenomenon is, we should not lose sight of the broader accounting issue: periodization in a multi-period performance environment.
Business models like Ethos’ recognize multi-year economics upfront through assets and estimate-based revenue recognition. This is not problematic per se. The business model is what it is. But small changes in assumptions create immediate current-period earnings effects even though the underlying economics only unfold over many years. The quality of earnings is by nature lower for such business models than for business models where earnings are rather less the result of estimates.
From an investor perspective, it is of high importance to understand the hardness/softness of the assumptions behind key numbers in financial statements. And to understand exactly the path of how assumptions impact revenues and expenses. Regarding both topics, investors were caught on the wrong foot in this case.