What AI Twitter is building that nobody engages with. DOA = under 1% engagement rate.
| Category | Total | DOA | Hit | DOA Rate | Avg Views | Avg Eng Rate | |
|---|---|---|---|---|---|---|---|
| affiliate | 1 | 1 | 0 | 100% | 4,728 | 0.1% | view → |
| platform shift | 2 | 1 | 1 | 50% | 4,996 | 1.0% | view → |
| growth hack | 3 | 1 | 2 | 33% | 47,763 | 2.3% | view → |
| open source drop | 3 | 1 | 2 | 33% | 1,487 | 1.9% | view → |
| automation pipeline | 38 | 12 | 26 | 32% | 2,550 | 4.5% | view → |
| market signal | 94 | 27 | 67 | 29% | 37,276 | 4.4% | view → |
| builder tool | 111 | 31 | 80 | 28% | 11,568 | 5.4% | view → |
| open source gold | 89 | 24 | 65 | 27% | 13,484 | 2.6% | view → |
| infrastructure | 12 | 3 | 9 | 25% | 1,188 | 2.7% | view → |
| passive income stream | 29 | 7 | 22 | 24% | 2,473 | 4.0% | view → |
| learning resource | 41 | 7 | 34 | 17% | 12,683 | 5.0% | view → |
| content automation | 26 | 4 | 22 | 15% | 71,709 | 13.0% | view → |
| model release | 9 | 1 | 8 | 11% | 1,154 | 2.0% | view → |
| research | 12 | 0 | 12 | 0% | 2,122 | 3.3% | view → |
| Tag | Total | DOA | DOA Rate | |
|---|---|---|---|---|
| #AI tool | 5 | 4 | 80% | |
| #opportunity | 4 | 3 | 75% | |
| #AI integration | 4 | 3 | 75% | |
| #Claude Code | 3 | 2 | 67% | |
| #context management | 3 | 2 | 67% | |
| #ChatGPT | 3 | 2 | 67% | |
| #Gemma 4 | 6 | 4 | 67% | |
| #AI memory | 3 | 2 | 67% | |
| #fine-tuning | 3 | 2 | 67% | |
| #efficiency | 3 | 2 | 67% | |
| #Vercel | 3 | 2 | 67% | |
| #development | 8 | 5 | 62% | |
| #optimization | 5 | 3 | 60% | |
| #GPT-5.4 | 5 | 3 | 60% | |
| #middleware | 5 | 3 | 60% | |
| #free resource | 4 | 2 | 50% | |
| #certification | 4 | 2 | 50% | |
| #upskilling | 4 | 2 | 50% | |
| #product development | 4 | 2 | 50% | |
| #GLM-5.1 | 6 | 3 | 50% |
These got views but nobody cared enough to engage.