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Healthcare · head to head

Aidoc vs Woebot Health

Aidoc logo

Aidoc

Healthcare

FDA cleared radiology AI for triage and notification of time critical findings

From
On request
Rated
-
Woebot Health logo

Woebot Health

Healthcare

Conversational CBT chatbot that withdrew from consumer distribution and now sells only to payers and providers

From
On request
Rated
-

The short version

  • Each has a real cost: Aidoc the clearances are for triage and notification in the CADt category, so the software may reorder a worklist but may not deliver a diagnosis or replace a read, and business cases built on reduced radiologist workload do not survive contact with the regulatory wording.; Woebot Health the company withdrew its consumer app in June 2025 after concluding FDA marketing authorisation was not achievable at acceptable cost, which is a plain signal about both regulatory position and commercial durability.
  • They diverge on capability: Aidoc covers Triage and notification, Woebot Health covers Scripted CBT dialogue.
  • Prices and features above were last checked on 1 September 2026.

Where they differ

Only the attributes on which Aidoc and Woebot Health actually diverge.

Attributes where Aidoc and Woebot Health differ
AttributeAidocWoebot Health
PlatformsWeb, iOS, AndroidiOS, Android, Web

Identical on both: starting price (On request), pricing model (quote), free tier (No), user rating (Not yet rated), category (Healthcare).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Aidoc

  • Triage and notification
  • Intracranial haemorrhage
  • Pulmonary embolism
  • Large vessel occlusion
  • Pneumothorax on X-ray
  • aiOS platform
  • Clinical workflow notifications

Only in Woebot Health

  • Scripted CBT dialogue
  • Mood tracking
  • Crisis routing
  • Between-session support
  • Payer deployment
  • Provider copilot positioning
  • Research licensing
  • Population reporting

What people use each for

The jobs each tool is most often brought in to do.

Aidoc

  • A regional stroke centre that wants large vessel occlusion flagged and the neurointervention team notified before the radiologist dictatesnot Woebot Health
  • A trauma centre wanting cervical spine fracture and intra abdominal free gas prioritised in an overnight queue read by one on call radiologistnot Woebot Health
  • An oncology imaging programme that wants incidental pulmonary embolism caught on staging CTs ordered for a different questionnot Woebot Health
  • A health system that has bought AI from several vendors and wants one PACS integration through aiOS rather than one integration per algorithmnot Woebot Health

Woebot Health

  • A health plan wanting a low intensity behavioural health option for members on a waiting list for therapynot Aidoc
  • A provider organisation offering structured between-session CBT practice to patients already in treatmentnot Aidoc
  • A research group running a trial that needs a clinically scripted rather than generative conversational agent for safety reasonsnot Aidoc
  • A payer targeting a specific population such as postpartum members where scripted CBT content already existsnot Aidoc

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Aidoc

  • The clearances are for triage and notification in the CADt category, so the software may reorder a worklist but may not deliver a diagnosis or replace a read, and business cases built on reduced radiologist workload do not survive contact with the regulatory wording.
  • Triage algorithms are tuned for sensitivity, so false positives are routine, and each one interrupts a radiologist. Sites that do not measure positive predictive value in their own case mix see clinician trust erode within months.
  • Pricing is per algorithm and per study volume with no published rate card, so the cost of a multi algorithm deployment escalates sharply and cannot be benchmarked before a sales conversation.
  • The clinical benefit accrues to stroke, trauma and cardiology service lines while the cost usually lands in the radiology or IT budget, which makes internal funding harder than the return on investment slides suggest.
  • Performance depends on scanner protocols and reconstruction settings, so results validated at one site do not transfer, and each deployment needs local validation work that is rarely budgeted for.

Woebot Health

  • The company withdrew its consumer app in June 2025 after concluding FDA marketing authorisation was not achievable at acceptable cost, which is a plain signal about both regulatory position and commercial durability.
  • It is not an FDA cleared treatment for any indication, so it cannot be positioned to members as therapy and cannot substitute for a covered behavioural health benefit.
  • The scripted, non-generative design that makes it safe also makes it feel rigid next to current conversational AI, and engagement drops off quickly once users hit the edges of the script.
  • Published evidence is short-horizon symptom change in selected populations, mostly young adults, with little evidence of durable benefit or effect at whole-population scale.
  • With consumer distribution gone, the remaining business depends on a small number of payer and provider contracts, so a buyer should assume real vendor continuity risk over a multi-year term.

Pricing, plan by plan

Aidoc

On request
  • Aidoc$undefined/year
    • Annual subscription priced by algorithm and by study volume
    • aiOS platform integration licensed separately from individual algorithms
    • Multi algorithm bundles negotiated for enterprise deployments

Woebot Health

On request
  • Woebot for payers and providers$undefined/year
    • Contracted per member per month or as a population licence
    • Sold to health plans and provider organisations, not to employers or individuals
    • No consumer purchase route since the app closed in June 2025

Which should you pick?

Choose Aidoc if

  • You need triage and notification.
  • You work on Web, iOS, Android.
  • You also want intracranial haemorrhage.

Choose Woebot Health if

  • You need scripted cbt dialogue.
  • You work on iOS, Android, Web.
  • You also want mood tracking.

Questions people ask

Is Aidoc or Woebot Health better?
Neither clearly leads. Aidoc starts at On request and Woebot Health at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Aidoc or Woebot Health?
Aidoc starts at On request and Woebot Health at On request.
Does Aidoc or Woebot Health run on more platforms?
Aidoc runs on Web, iOS, Android. Woebot Health runs on iOS, Android, Web.
What is Aidoc best used for?
Aidoc is most often used for a regional stroke centre that wants large vessel occlusion flagged and the neurointervention team notified before the radiologist dictates, a trauma centre wanting cervical spine fracture and intra abdominal free gas prioritised in an overnight queue read by one on call radiologist, an oncology imaging programme that wants incidental pulmonary embolism caught on staging cts ordered for a different question, a health system that has bought ai from several vendors and wants one pacs integration through aios rather than one integration per algorithm. Of those, a regional stroke centre that wants large vessel occlusion flagged and the neurointervention team notified before the radiologist dictates and a trauma centre wanting cervical spine fracture and intra abdominal free gas prioritised in an overnight queue read by one on call radiologist are not what Woebot Health is typically brought in for.
What can Aidoc do that Woebot Health cannot?
Aidoc covers Triage and notification, Intracranial haemorrhage, Pulmonary embolism, Large vessel occlusion. Woebot Health covers Scripted CBT dialogue, Mood tracking, Crisis routing, Between-session support.

Answered from the vendors’ own pages

Aidoc: Is Aidoc FDA cleared?

Yes, it holds multiple 510(k) clearances, but they are for computer aided triage and notification. It may prioritise a worklist and notify a team. It may not provide a diagnostic interpretation or replace a radiologist read.

Woebot Health: Is Woebot still available?

Not to consumers. The consumer app closed in June 2025. The company continues to offer the product to payers, providers and researchers.

Aidoc: Does it reduce radiologist workload?

No. Every study still needs a full read. The benefit is in the order studies are read and how quickly a receiving specialty is activated, not in reading fewer studies.

Woebot Health: Is it FDA cleared?

No. It held Breakthrough Device designation but never obtained marketing authorisation, and the founder cited the cost of that pathway as the reason for closing the consumer app.

Aidoc: Can I run other vendors AI through it?

Yes, that is what the aiOS platform layer is for, and for health systems with several AI vendors it is often the main reason to buy Aidoc at all.

Woebot Health: Is it generative AI?

Historically no. The dialogue is clinician-written and rule-based, a deliberate safety choice that limits how naturally it converses.

Aidoc: Is pricing published?

No. It is quoted per algorithm and by annual study volume, and enterprise bundles are negotiated case by case.

Woebot Health: What does the evidence show?

Randomised studies reported reduced depressive symptoms over short periods in selected populations, notably young adults. That is symptom change in a trial, not demonstrated population outcomes.

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