Correction and expansion, 14 August 2026. As first published, this study implied that NHTSA does not track over-the-air remedies. It does: its annual recalls report carries a dedicated series. It also did not acknowledge existing independent work on software recalls, which is substantial. Both omissions are corrected below, and the finding has been re-based on a stronger comparison than our own 100-campaign sample. We restate corrections rather than editing silently.
The car recall is quietly becoming a software patch, and the official record has not caught up. In the 100 most recently filed United States safety recalls, three campaigns state in their own remedy text that the fix will be delivered over the air. None of the three is marked as an over-the-air remedy in the structured data NHTSA publishes alongside them.
This matters because the structured field is what most downstream systems read. Aggregators, dashboards, research and increasingly AI assistants take the machine-readable flag, not the paragraph of prose underneath it. If the flag says no and the prose says yes, the prose loses.
What we measured
We hold 1,395 United States recall campaigns with their published wording, read directly from NHTSA and re-read on a schedule. Across that whole holding, 4 campaigns carry NHTSA’s over_the_air flag: a rate of about 0.3%.
To test whether that reflects reality, we read the full remedy text of the 100 most recently filed campaigns, covering report dates from 30 June to 10 August 2026, and classified each by what the remedy actually describes.
What the remedy text actually says
| In the 100 most recent US campaigns | Count |
|---|---|
Carry NHTSA’s structured over_the_air flag |
0 |
| Remedy text explicitly says over-the-air or OTA | 3 |
| Remedy describes a software, firmware, reprogramming or recalibration fix | 10 |
| Remedy is a physical repair at a dealer, with no software element | 66 |
| Carry a park outside instruction | 6 |
| Carry a do not drive instruction | 0 |
The three campaigns, so you can check us
Every one of these is a live NHTSA campaign number. The quoted wording is the authority’s own.
- 26V498: Winnebago Industries. “Winnebago will release an over-the-air (OTA) software update, free of charge.” The same remedy also advises owners to park outside until the repair has been performed.
- 26V489: Ford Motor Company. “The accessory protocol interface module (APIM) software will be updated by a dealer or through an over-the-air (OTA) update, free of charge.”
- 26V415: Ford Motor Company. “Ford will release an over-the-air (OTA) update or dealers will update the APIM software.”
None of the three carries the structured over-the-air flag.
What was already known, and what this adds
Two things were already established before we looked, and this study is better for saying so.
NHTSA publishes its own over-the-air series. Its 2025 Annual Recalls Report includes a chart titled “Recalls Remedied by Over-the-Air Updates, by Recall Year and Light Vehicle Manufacturer”, reporting 52 such recalls across 2021–2025 (10, 20, 12, 7 and 3 respectively) covering some 5.37 million vehicles. So the agency is not ignoring the category. It is counting it with a field that appears to be set only when a remedy is delivered exclusively over the air.
Independent counts are far higher. AutoSoftToday, whose software-recall tracking has been cited by Forbes, reports that 42 of 232 software recalls in 2025 offered over-the-air remediation: about 18%. Their method reads the remedy text rather than the flag.
Set those two side by side and the real finding is much sharper than anything our own sample could show on its own:
| Counting method, 2025 | Over-the-air recalls found |
|---|---|
| NHTSA’s structured field, as published in its annual report | 3 |
| Independent count from remedy text (AutoSoftToday) | 42 |
Same year, same recalls, two counting methods. The structured field is what most downstream systems read.
A fourteen-fold gap, entirely between published sources. Our contribution is not the volume estimate: that ground is already occupied and better occupied than we could manage from a 100-campaign sample. It is the demonstration, campaign by nameable campaign, that the divergence is a property of the flag rather than of anyone’s interpretation: three campaigns whose own NHTSA-published remedy text contains the words “over-the-air”, none of which carries NHTSA’s over-the-air flag.
Why this is not a criticism of NHTSA
It is a structural problem, and a predictable one. The over_the_air field appears to be populated when a remedy is delivered exclusively over the air. Two of the three campaigns above offer a choice (a dealer visit or an OTA update), and a binary flag has nowhere to put “either”. Winnebago’s is arguably unambiguous, but it also asks owners to park outside in the meantime, which is not what anyone pictures when they hear “it’s just a software update”.
The category is simply newer than the field that describes it.
What this means if you own the car
Three practical consequences.
A recall lookup that says “no OTA” is not telling you the fix requires a workshop. Read the remedy text, not the label.
An over-the-air remedy is still a safety recall. It carries the same legal weight as a part replacement, and in at least one campaign above it comes with an instruction to park the vehicle outside until the update lands.
“Software update” does not always mean “no dealer”. In two of the three cases, the dealer route still exists and may be the faster one.
The limits of this study
- Our sample understates the category. Three of 100 is lower than the ~18% independent counts report for software recalls offering an over-the-air option, because our window is short, recent and covers all recalls rather than software recalls specifically. Treat our figure as an illustration of the flag mismatch, not as a prevalence estimate.
- The sample is 100 campaigns over roughly six weeks. It is a snapshot of current filing practice, not a trend. Three is a small number and we are not going to dress it up as a rate.
- Classification is by remedy wording, using explicit terms: over-the-air, OTA, software, firmware, reprogramming, recalibration. A remedy that delivers software without using any of those words would be missed.
- United States only. We hold Canadian and United Kingdom recalls too, but their remedy fields are not structured comparably, so we have not mixed them in.
- We have not established a direction of travel. Whether the share of software remedies is rising needs a longer window than we have. Our continuous recording began on 12 August 2026, and we will revisit this page when there is enough of it to say something honest.
Method and sources
Campaign records come from NHTSA’s public recalls API and are stored with the wording they carried when we read them, so a remedy that is later rewritten does not erase the earlier version. Holdings, flags and remedy text were read on 14 August 2026. The underlying records are published as the vehicle recall change register, and the amendment behaviour of each authority is covered in how the world’s recall authorities handle a recall that grows.
Questions this study answers
Are car recalls now fixed by software updates?
Increasingly, some are. In the 100 most recently filed United States safety recalls, read on 14 August 2026, ten described a software, firmware, reprogramming or recalibration fix, and three stated the remedy would be delivered over the air. The remaining majority (66 of 100) were physical repairs at a dealer.
Does NHTSA record which recalls are fixed over the air?
It publishes an over-the-air field, but the field is rarely populated. Across 1,395 United States campaigns we hold, four carry it: about 0.3%. In our 100-campaign sample, none of the three campaigns whose own remedy text says the fix is delivered over the air carried the flag.
Is an over-the-air software update still an official safety recall?
Yes. It carries the same legal weight as a physical part replacement. In campaign 26V498, Winnebago’s over-the-air update is accompanied by an instruction to park the vehicle outside until the repair has been performed.
If a recall lookup says there is no over-the-air remedy, does my car need a dealer visit?
Not necessarily. The structured flag under-reports software remedies, so a “no” in that field does not establish that a workshop visit is required. Read the remedy text of the campaign itself.
How to cite this study
CarsMultiverse (2026). The over-the-air recall is arriving faster than the paperwork admits. Published 14 August 2026. https://carsmultiverse.com/research/over-the-air-recalls-vs-the-official-flag/
The figures were read on the date stated and are held with the wording they carried at the time. If they are restated, the change is noted on the page rather than made silently, so a citation to this version remains checkable.
Underlying records: the changes as JSON · RSS feed · the register itself.
Use this
Free to quote and republish with credit to CarsMultiverse and a link to this page. Every campaign number above can be checked against NHTSA directly.
Published 14 August 2026. Figures were read on that date and will be restated, not silently edited, when the study is updated. Material corrections are listed on our corrections page.