DataPipe Pipeline Report
Data validation pipeline — format, URL, SMTP verification
Generated: 2026-05-31 00:30:00
Raw Import
124,319
total contacts
➡
Confirmed Invalid
-25,052
format + SMTP fail
➡
Remaining Usable
99,267
email_valid=1
➡
SMTP Confirmed Valid
8,555
of 32,388 checked
➡
Uploaded to SH
13,636
in sequences
➡
Pending Upload
85,631
valid, not yet in SH
Total Contacts
124,319
rows in database
Confirmed Invalid
25,052
format fail + SMTP invalid
Remaining Usable
99,267
79.8% of total
SMTP Checked
32,388
corporate emails tested
SMTP Confirmed Valid
8,555
26.4% of checked
Uploaded to Saleshandy
13,636
across 3 sequences
Data by Category
| Category | Total | Valid Email | Uploaded | Pending | Upload % |
| 低相关/未分类 |
68,017 |
52,896 |
2,037 |
51,136 |
3.0% |
| 营销物料 |
11,006 |
8,889 |
226 |
8,675 |
2.1% |
| 精装书/画册 |
9,082 |
7,719 |
7,128 |
646 |
78.5% |
| 工业/医药 |
8,162 |
7,222 |
250 |
6,980 |
3.1% |
| 印刷同行 |
6,787 |
5,505 |
1,178 |
4,531 |
17.4% |
| 童书/教育出版 |
6,679 |
5,320 |
1,744 |
3,790 |
26.1% |
| 零售/批发商 |
4,131 |
3,210 |
90 |
3,126 |
2.2% |
| 食品/美妆 |
2,800 |
2,317 |
840 |
1,625 |
30.0% |
| 服装/时尚 |
2,767 |
2,320 |
52 |
2,272 |
1.9% |
| 卡牌/桌游/娱乐 |
2,686 |
2,252 |
52 |
2,202 |
1.9% |
| 礼品/文创 |
2,146 |
1,591 |
8 |
1,583 |
0.4% |
| 包装盒 |
56 |
26 |
31 |
5 |
55.4% |
| Total |
124,319 |
99,267 |
13,636 |
85,631 |
11.0% |
Sequences (Saleshandy)
| Sequence | ID | Prospects | Source Categories |
| 出版社🚀 |
WjzR3o0BwA |
7,204 |
books (精装书/画册) |
| 包装/食品 |
Oqwm4RZjzj |
4,922 |
packaging, food_beauty, education |
| 教育机构 |
bZwpKVBpzQ |
1,483 |
education (童书/教育出版) |
| Total |
|
13,636 |
|
SMTP Check Results (32,388 corporate emails checked)
| Status | Count | Percentage | Action |
| VALID | 8,555 | 26.4% | Safe to send |
| INVALID | 11,955 | 36.9% | Marked email_valid=0 |
| DISCONNECTED | 8,971 | 27.7% | Server refused — not marked invalid |
| TIMEOUT | 1,113 | 3.4% | Connection timeout — retry later |
| NXDOMAIN | 82 | 0.3% | Domain doesn't exist — marked invalid |
| NO_MX | 81 | 0.2% | No mail server — marked invalid |
| Other (450/503/OS_ERROR/DNS/etc) | 1,631 | 5.0% | Temporary errors — not marked |