2026-04-09

Fault Code

If it fails inside the body, the paperwork should not be harder to read than the warning sign.

Consumer-facing medical device failure intelligence — an automated, opinionated site that turns the FDA’s MAUDE adverse-event database, recall notices, 510(k) clearances, safety communications, and peer-reviewed evidence into manufacturer report cards, implant/device risk rankings, recall-speed audits, and brutally clear explainers for patients, caregivers, journalists, and lawyers trying to understand which devices keep throwing errors inside real human bodies.

Niche Explored

Consumer-facing medical device adverse event and recall accountability intelligence — turning the FDA’s MAUDE database, device recall records, and 510(k) clearance data into manufacturer report cards, device-category risk profiles, recall-speed audits, and weekly dispatches about which medical devices are failing inside or on people’s bodies.

Existing Competition

FDA MAUDE Search (accessdata.fda.gov) — raw government database search, atrocious UX, no analysis, no visualization, completely unusable for normal humans
openFDA (open.fda.gov) — free API, but it’s a developer tool, not a consumer product. Requires knowing query syntax.
Recall boards / ICIJ Implant Files — the ICIJ investigation (2018) was a one-time journalistic project, not an ongoing automated tracker. Huge coverage gap since then.
Medscape / STAT News — occasional stories about device failures, but reactive journalism not systematic tracking
Device events (deviceevents.com) — small aggregator that tried something similar but limited scope, not beautiful, not opinionated, appears dormant or low-frequency
MedWatch (fda.gov) — FDA’s own safety communication page, bureaucratic, not consumer-facing

GAP: Nobody is systematically turning the MAUDE firehose (2.8M+ reports in 2025 alone) into manufacturer scorecards, device risk rankings, recall-speed accountability, and patient-facing explainers. The ICIJ showed massive demand (their implant files series won Pulitzers) but nobody picked up the ongoing monitoring.

Data Sources Found

openFDA Device Adverse Events API — https://api.fda.gov/device/event.json — 24.1M+ records, weekly updates, free (1000 req/day w/o key, 120K/day with free key). Fields: event_type (Death/Injury/Malfunction), device generic name, manufacturer, date received, patient outcomes, narrative text descriptions.
openFDA Device Recalls API — https://api.fda.gov/device/recall.json — 57.7K+ records. Includes recall reason, root cause, product description, recalling firm, distribution pattern, recall status.
openFDA 510(k) Clearances API — https://api.fda.gov/device/510k.json — 174K+ records. Shows which devices were cleared and when, enabling “cleared vs. caught” analysis.
openFDA Classification API — https://api.fda.gov/device/classification.json — device categories and risk classes.
FDA Medical Device Safety Communications RSS — https://www.fda.gov/about-fda/contact-fda/stay-informed — safety alerts and notifications feed.
ClinicalTrials.gov API — https://clinicaltrials.gov/api/v2/ — device-related clinical trials, outcomes.
PubMed/Europe PMC API — peer-reviewed research on device failure modes, biomaterial degradation, etc.
FDA CDRH Transparency Dashboard — https://www.fda.gov/about-fda/cdrh-transparency — public data on premarket review performance.

Key Data Points Discovered

2025 adverse events in MAUDE: 1,731,262 malfunctions + 1,143,252 injuries + 13,227 deaths + 262 other = ~2.89 million reports
Top death-associated devices (all time):
1. Ventricular assist/bypass pumps — 15,305 death reports
2. Permanent pacemaker electrodes — 6,580
3. Implantable pacing leads — 5,217
4. Transcatheter aortic valves — 7,188 (two naming variants)
5. Heart support blood pumps — 4,475
6. Ventilators — 4,312
7. Implantable cardioverter defibrillators — 3,598
8. Drug-eluting coronary stents — 3,264
9. Peritoneal dialysis systems — 3,002
10. Left ventricular assist devices — 2,107
Recalls: 2,834 device recalls posted in 2025 alone. Recent example: Philips X-ray system battery depletion recall affecting worldwide distribution.

SEO Analysis

“medical device recall” — medium difficulty, 12K+ monthly searches
“FDA device recall list” — medium difficulty, steady search volume
“[specific device] recall” (e.g., “hip implant recall”, “pacemaker recall”) — thousands of long-tail keywords, many with low competition
“medical device adverse events” — niche but high-intent
“is my [device] safe” — massive long-tail potential for patients with implants
“medical device failure rate” — underserved, no good consumer content exists
ICIJ-related queries still get searches years later

Communities

r/medicine, r/surgery, r/medicaldevices — professional audiences
r/hipimplant, r/pacemaker, r/diabetes (insulin pumps) — patient communities, HUGE
Patient advocacy Facebook groups for specific devices (mesh, hip, breast implant)
Health journalist Twitter/X community
Hospital risk management professional networks
Personal injury attorney audiences (high-CPM advertising)

Image/Graphic Feasibility

Excellent for data viz: manufacturer treemaps, device-category heatmaps, recall timeline charts, death/injury trend lines, geographic distribution maps
Infographics: device anatomy diagrams with failure points highlighted, “report card” visual templates
AI-generated illustrations: stylized medical device illustrations (pacemakers, pumps, stents) — works well with current image generators
Charts: bar charts of adverse events by manufacturer, time series of recall counts, pie charts of event types