Original data / Updated October 21, 2026
SaaS complaint volume by category
Validated gaps and underlying complaints per category, ranked by volume. Computed from 1,267 validated gaps and 1,297 underlying complaints.
- Validated gaps
- 1,267
- Complaints
- 1,297
- Categories
- 13
| Category | Gaps | Complaints | Share of corpus |
|---|---|---|---|
| Dev Tools / SaaS Infrastructureapp ideas | 466 | 475 | 37% |
| E-commerceapp ideas | 161 | 164 | 13% |
| Finance / Accountingapp ideas | 135 | 143 | 11% |
| Real Estate / Local Operationsapp ideas | 106 | 106 | 8% |
| No-Code / Automationapp ideas | 89 | 94 | 7% |
| Security / Complianceapp ideas | 85 | 86 | 7% |
| Data / Analyticsapp ideas | 63 | 64 | 5% |
| Marketing Operationsapp ideas | 62 | 64 | 5% |
| Creator Operationsapp ideas | 53 | 54 | 4% |
| HR / Recruitingapp ideas | 28 | 28 | 2% |
| Sales / CRMapp ideas | 12 | 12 | 1% |
| Healthcareapp ideas | 6 | 6 | 0% |
| Legal / Practice | 1 | 1 | 0% |
Method: a gap is one validated, distinct unmet need; complaints are the underlying source posts behind it. Volume reflects both market pain and where the collection pipeline listens.
Cite this data
Free to quote, chart and republish with attribution. Suggested citation:
SaaS complaint volume by category. DDMarketer analysis of 1,267 validated SaaS complaints. https://www.ddmarketer.com/stats/complaint-volume-by-category
Numbers recompute hourly from the live corpus, so cite the access date. How every figure is produced: methodology.
Explore the corpus behind these numbers
Browse every validated gap by category · App ideas mined from the same complaints · State of SaaS gaps report