Orbweaver

Which offers are being farmed

117,056 offers across the promotion, coupon and sales- stimulation relations, in the scoring window. Ranked by leakage - the share of redeemers a ring already flagged, or the account scorer's mean opinion of them - never by a label.

This is the demo bundle. The numbers, rings and evidence are the real ones from a full run, but the graph itself is not here - it is 35.7 million edges - so /check serves stored neighbour counts rather than computing a ring around an account live. Everything is reproducible from the raw data with make reproduce.
The ranking uses no label. The labelled fraud share on each card is what it is checked against, shown for review, never fed back into the ranking.
sales stimulation — 7 redeemers₹700
100% already in a ring · mean score 0.793 · on 1 distinct rings
sales stimulation — 6 redeemers₹600
83% already in a ring · mean score 0.672 · on 1 distinct rings
promotion — 10 redeemers₹1,000
80% already in a ring · mean score 0.520 · on 1 distinct rings
sales stimulation — 5 redeemers₹500
80% already in a ring · mean score 0.723 · on 1 distinct rings
sales stimulation — 5 redeemers₹500
80% already in a ring · mean score 0.832 · on 1 distinct rings
sales stimulation — 5 redeemers₹500
80% already in a ring · mean score 0.723 · on 1 distinct rings
sales stimulation — 5 redeemers₹500
80% already in a ring · mean score 0.629 · on 1 distinct rings
sales stimulation — 5 redeemers₹500
80% already in a ring · mean score 0.783 · on 1 distinct rings
sales stimulation — 5 redeemers₹500
80% already in a ring · mean score 0.783 · on 1 distinct rings
promotion — 7 redeemers₹700
71% already in a ring · mean score 0.549 · on 1 distinct rings
sales stimulation — 7 redeemers₹700
71% already in a ring · mean score 0.500 · on 1 distinct rings
promotion — 70 redeemers₹7,000
70% already in a ring · mean score 0.558 · on 1 distinct rings
sales stimulation — 6 redeemers₹600
67% already in a ring · mean score 0.497 · on 1 distinct rings
sales stimulation — 6 redeemers₹600
67% already in a ring · mean score 0.504 · on 1 distinct rings
sales stimulation — 6 redeemers₹600
67% already in a ring · mean score 0.539 · on 1 distinct rings
sales stimulation — 5 redeemers₹500
60% already in a ring · mean score 0.533 · on 1 distinct rings
sales stimulation — 5 redeemers₹500
60% already in a ring · mean score 0.553 · on 1 distinct rings
sales stimulation — 5 redeemers₹500
60% already in a ring · mean score 0.584 · on 1 distinct rings
sales stimulation — 5 redeemers₹500
60% already in a ring · mean score 0.496 · on 1 distinct rings
sales stimulation — 5 redeemers₹500
60% already in a ring · mean score 0.585 · on 1 distinct rings
promotion — 79 redeemers₹7,900
59% already in a ring · mean score 0.494 · on 1 distinct rings
sales stimulation — 12 redeemers₹1,200
50% already in a ring · mean score 0.438 · on 1 distinct rings
sales stimulation — 12 redeemers₹1,200
50% already in a ring · mean score 0.438 · on 1 distinct rings
sales stimulation — 6 redeemers₹600
50% already in a ring · mean score 0.489 · on 1 distinct rings
sales stimulation — 6 redeemers₹600
50% already in a ring · mean score 0.511 · on 1 distinct rings
sales stimulation — 6 redeemers₹600
50% already in a ring · mean score 0.499 · on 1 distinct rings
sales stimulation — 6 redeemers₹600
50% already in a ring · mean score 0.435 · on 1 distinct rings
sales stimulation — 93 redeemers₹9,300
46% already in a ring · mean score 0.481 · on 1 distinct rings
promotion — 11 redeemers₹1,100
45% already in a ring · mean score 0.419 · on 1 distinct rings
promotion — 7 redeemers₹700
43% already in a ring · mean score 0.605 · on 1 distinct rings
sales stimulation — 7 redeemers₹700
43% already in a ring · mean score 0.415 · on 1 distinct rings
sales stimulation — 7 redeemers₹700
43% already in a ring · mean score 0.606 · on 1 distinct rings
sales stimulation — 7 redeemers₹700
43% already in a ring · mean score 0.399 · on 1 distinct rings
sales stimulation — 7 redeemers₹700
43% already in a ring · mean score 0.466 · on 1 distinct rings
sales stimulation — 38 redeemers₹3,800
37% already in a ring · mean score 0.409 · on 1 distinct rings
sales stimulation — 79 redeemers₹7,900
35% already in a ring · mean score 0.388 · on 1 distinct rings
sales stimulation — 40 redeemers₹4,000
35% already in a ring · mean score 0.398 · on 1 distinct rings
sales stimulation — 9 redeemers₹900
33% already in a ring · mean score 0.407 · on 1 distinct rings
sales stimulation — 6 redeemers₹600
33% already in a ring · mean score 0.500 · on 1 distinct rings
sales stimulation — 6 redeemers₹600
33% already in a ring · mean score 0.427 · on 1 distinct rings
promotion — 13 redeemers₹1,300
31% already in a ring · mean score 0.449 · on 1 distinct rings
promotion — 10 redeemers₹1,000
30% already in a ring · mean score 0.586 · on 1 distinct rings
promotion — 38 redeemers₹3,800
29% already in a ring · mean score 0.457 · on 1 distinct rings
sales stimulation — 7 redeemers₹700
29% already in a ring · mean score 0.319 · on 1 distinct rings
promotion — 39 redeemers₹3,900
28% already in a ring · mean score 0.447 · on 1 distinct rings
promotion — 11 redeemers₹1,100
27% already in a ring · mean score 0.336 · on 1 distinct rings
sales stimulation — 11 redeemers₹1,100
27% already in a ring · mean score 0.333 · on 1 distinct rings
promotion — 5 redeemers₹500
20% already in a ring · mean score 0.222 · on 1 distinct rings
promotion — 5 redeemers₹500
20% already in a ring · mean score 0.281 · on 1 distinct rings
sales stimulation — 5 redeemers₹500
20% already in a ring · mean score 0.148 · on 1 distinct rings
promotion — 5 redeemers₹500
20% already in a ring · mean score 0.236 · on 1 distinct rings
sales stimulation — 5 redeemers₹500
20% already in a ring · mean score 0.498 · on 1 distinct rings
sales stimulation — 5 redeemers₹500
20% already in a ring · mean score 0.239 · on 1 distinct rings
sales stimulation — 5 redeemers₹500
20% already in a ring · mean score 0.349 · on 1 distinct rings
sales stimulation — 5 redeemers₹500
20% already in a ring · mean score 0.195 · on 1 distinct rings
sales stimulation — 5 redeemers₹500
20% already in a ring · mean score 0.318 · on 1 distinct rings
promotion — 31 redeemers₹3,100
19% already in a ring · mean score 0.318 · on 1 distinct rings
sales stimulation — 16 redeemers₹1,600
19% already in a ring · mean score 0.300 · on 1 distinct rings
promotion — 11 redeemers₹1,100
18% already in a ring · mean score 0.216 · on 1 distinct rings
promotion — 17 redeemers₹1,700
18% already in a ring · mean score 0.320 · on 1 distinct rings
promotion — 23 redeemers₹2,300
17% already in a ring · mean score 0.291 · on 1 distinct rings
promotion — 6 redeemers₹600
17% already in a ring · mean score 0.230 · on 1 distinct rings
promotion — 6 redeemers₹600
17% already in a ring · mean score 0.127 · on 1 distinct rings
sales stimulation — 6 redeemers₹600
17% already in a ring · mean score 0.281 · on 1 distinct rings
sales stimulation — 6 redeemers₹600
17% already in a ring · mean score 0.276 · on 1 distinct rings
promotion — 28 redeemers₹2,800
14% already in a ring · mean score 0.284 · on 1 distinct rings
promotion — 24 redeemers₹2,400
12% already in a ring · mean score 0.291 · on 1 distinct rings
sales stimulation — 8 redeemers₹800
12% already in a ring · mean score 0.350 · on 1 distinct rings
promotion — 8 redeemers₹800
12% already in a ring · mean score 0.306 · on 1 distinct rings
sales stimulation — 8 redeemers₹800
12% already in a ring · mean score 0.170 · on 1 distinct rings
sales stimulation — 8 redeemers₹800
12% already in a ring · mean score 0.249 · on 1 distinct rings
promotion — 34 redeemers₹3,400
12% already in a ring · mean score 0.187 · on 1 distinct rings
promotion — 96 redeemers₹9,600
11% already in a ring · mean score 0.319 · on 1 distinct rings
promotion — 19 redeemers₹1,900
11% already in a ring · mean score 0.290 · on 1 distinct rings
promotion — 30 redeemers₹3,000
10% already in a ring · mean score 0.284 · on 1 distinct rings
sales stimulation — 10 redeemers₹1,000
10% already in a ring · mean score 0.264 · on 1 distinct rings
sales stimulation — 10 redeemers₹1,000
10% already in a ring · mean score 0.255 · on 1 distinct rings
sales stimulation — 10 redeemers₹1,000
10% already in a ring · mean score 0.284 · on 1 distinct rings
sales stimulation — 11 redeemers₹1,100
9% already in a ring · mean score 0.255 · on 1 distinct rings
promotion — 11 redeemers₹1,100
9% already in a ring · mean score 0.117 · on 1 distinct rings
sales stimulation — 11 redeemers₹1,100
9% already in a ring · mean score 0.349 · on 1 distinct rings
promotion — 12 redeemers₹1,200
8% already in a ring · mean score 0.276 · on 1 distinct rings
promotion — 106 redeemers₹10,600
8% already in a ring · mean score 0.293 · on 1 distinct rings
promotion — 27 redeemers₹2,700
7% already in a ring · mean score 0.172 · on 1 distinct rings
promotion — 42 redeemers₹4,200
7% already in a ring · mean score 0.282 · on 1 distinct rings
sales stimulation — 28 redeemers₹2,800
7% already in a ring · mean score 0.301 · on 1 distinct rings
sales stimulation — 14 redeemers₹1,400
7% already in a ring · mean score 0.348 · on 1 distinct rings
promotion — 57 redeemers₹5,700
7% already in a ring · mean score 0.246 · on 1 distinct rings
promotion — 15 redeemers₹1,500
7% already in a ring · mean score 0.349 · on 1 distinct rings
promotion — 47 redeemers₹4,700
6% already in a ring · mean score 0.251 · on 1 distinct rings
promotion — 16 redeemers₹1,600
6% already in a ring · mean score 0.220 · on 1 distinct rings
promotion — 34 redeemers₹3,400
6% already in a ring · mean score 0.340 · on 1 distinct rings
promotion — 34 redeemers₹3,400
6% already in a ring · mean score 0.266 · on 1 distinct rings
promotion — 17 redeemers₹1,700
6% already in a ring · mean score 0.309 · on 1 distinct rings
sales stimulation — 17 redeemers₹1,700
6% already in a ring · mean score 0.335 · on 1 distinct rings
sales stimulation — 17 redeemers₹1,700
6% already in a ring · mean score 0.301 · on 1 distinct rings
promotion — 53 redeemers₹5,300
6% already in a ring · mean score 0.178 · on 1 distinct rings
sales stimulation — 18 redeemers₹1,800
6% already in a ring · mean score 0.288 · on 1 distinct rings
promotion — 18 redeemers₹1,800
6% already in a ring · mean score 0.223 · on 1 distinct rings
sales stimulation — 18 redeemers₹1,800
6% already in a ring · mean score 0.203 · on 1 distinct rings
sales stimulation — 18 redeemers₹1,800
6% already in a ring · mean score 0.251 · on 1 distinct rings
promotion — 74 redeemers₹7,400
5% already in a ring · mean score 0.365 · on 1 distinct rings
promotion — 19 redeemers₹1,900
5% already in a ring · mean score 0.181 · on 1 distinct rings
promotion — 40 redeemers₹4,000
5% already in a ring · mean score 0.287 · on 1 distinct rings
promotion — 20 redeemers₹2,000
5% already in a ring · mean score 0.235 · on 1 distinct rings
sales stimulation — 20 redeemers₹2,000
5% already in a ring · mean score 0.284 · on 1 distinct rings
promotion — 20 redeemers₹2,000
5% already in a ring · mean score 0.294 · on 1 distinct rings
promotion — 20 redeemers₹2,000
5% already in a ring · mean score 0.195 · on 1 distinct rings
promotion — 21 redeemers₹2,100
5% already in a ring · mean score 0.237 · on 1 distinct rings
sales stimulation — 21 redeemers₹2,100
5% already in a ring · mean score 0.280 · on 1 distinct rings
sales stimulation — 21 redeemers₹2,100
5% already in a ring · mean score 0.224 · on 1 distinct rings
promotion — 43 redeemers₹4,300
5% already in a ring · mean score 0.280 · on 1 distinct rings
sales stimulation — 22 redeemers₹2,200
5% already in a ring · mean score 0.248 · on 1 distinct rings
sales stimulation — 22 redeemers₹2,200
5% already in a ring · mean score 0.201 · on 1 distinct rings
sales stimulation — 22 redeemers₹2,200
5% already in a ring · mean score 0.199 · on 1 distinct rings
promotion — 47 redeemers₹4,700
4% already in a ring · mean score 0.301 · on 1 distinct rings
promotion — 24 redeemers₹2,400
4% already in a ring · mean score 0.231 · on 1 distinct rings
promotion — 97 redeemers₹9,700
4% already in a ring · mean score 0.268 · on 1 distinct rings
promotion — 50 redeemers₹5,000
4% already in a ring · mean score 0.176 · on 1 distinct rings
promotion — 103 redeemers₹10,300
4% already in a ring · mean score 0.316 · on 1 distinct rings
promotion — 78 redeemers₹7,800
4% already in a ring · mean score 0.288 · on 1 distinct rings
sales stimulation — 78 redeemers₹7,800
4% already in a ring · mean score 0.377 · on 1 distinct rings
sales stimulation — 26 redeemers₹2,600
4% already in a ring · mean score 0.435 · on 1 distinct rings
sales stimulation — 29 redeemers₹2,900
3% already in a ring · mean score 0.257 · on 1 distinct rings
promotion — 32 redeemers₹3,200
3% already in a ring · mean score 0.313 · on 1 distinct rings
promotion — 67 redeemers₹6,700
3% already in a ring · mean score 0.315 · on 1 distinct rings
promotion — 68 redeemers₹6,800
3% already in a ring · mean score 0.235 · on 1 distinct rings
promotion — 34 redeemers₹3,400
3% already in a ring · mean score 0.136 · on 1 distinct rings
sales stimulation — 105 redeemers₹10,500
3% already in a ring · mean score 0.264 · on 1 distinct rings
promotion — 106 redeemers₹10,600
3% already in a ring · mean score 0.293 · on 1 distinct rings
sales stimulation — 108 redeemers₹10,800
3% already in a ring · mean score 0.256 · on 1 distinct rings
promotion — 110 redeemers₹11,000
3% already in a ring · mean score 0.272 · on 1 distinct rings
promotion — 378 redeemers₹37,800
3% already in a ring · mean score 0.293 · on 1 distinct rings
promotion — 78 redeemers₹7,800
3% already in a ring · mean score 0.342 · on 1 distinct rings
promotion — 81 redeemers₹8,100
2% already in a ring · mean score 0.291 · on 1 distinct rings
promotion — 123 redeemers₹12,300
2% already in a ring · mean score 0.299 · on 1 distinct rings
promotion — 83 redeemers₹8,300
2% already in a ring · mean score 0.241 · on 1 distinct rings
promotion — 84 redeemers₹8,400
2% already in a ring · mean score 0.262 · on 1 distinct rings
promotion — 43 redeemers₹4,300
2% already in a ring · mean score 0.212 · on 1 distinct rings
promotion — 392 redeemers₹39,200
2% already in a ring · mean score 0.282 · on 1 distinct rings
promotion — 44 redeemers₹4,400
2% already in a ring · mean score 0.277 · on 1 distinct rings
promotion — 45 redeemers₹4,500
2% already in a ring · mean score 0.281 · on 1 distinct rings
promotion — 45 redeemers₹4,500
2% already in a ring · mean score 0.223 · on 1 distinct rings
promotion — 94 redeemers₹9,400
2% already in a ring · mean score 0.270 · on 1 distinct rings
promotion — 47 redeemers₹4,700
2% already in a ring · mean score 0.274 · on 1 distinct rings
coupon type — 148 redeemers₹14,800
2% already in a ring · mean score 0.174 · on 1 distinct rings
promotion — 106 redeemers₹10,600
2% already in a ring · mean score 0.284 · on 1 distinct rings
promotion — 57 redeemers₹5,700
2% already in a ring · mean score 0.234 · on 1 distinct rings
promotion — 233 redeemers₹23,300
2% already in a ring · mean score 0.259 · on 1 distinct rings
promotion — 117 redeemers₹11,700
2% already in a ring · mean score 0.263 · on 2 distinct rings
promotion — 176 redeemers₹17,600
2% already in a ring · mean score 0.275 · on 1 distinct rings
promotion — 118 redeemers₹11,800
2% already in a ring · mean score 0.264 · on 1 distinct rings
promotion — 60 redeemers₹6,000
2% already in a ring · mean score 0.310 · on 1 distinct rings
promotion — 199 redeemers₹19,900
2% already in a ring · mean score 0.133 · on 1 distinct rings
promotion — 201 redeemers₹20,100
1% already in a ring · mean score 0.274 · on 1 distinct rings
promotion — 475 redeemers₹47,500
1% already in a ring · mean score 0.255 · on 1 distinct rings
promotion — 70 redeemers₹7,000
1% already in a ring · mean score 0.280 · on 1 distinct rings
promotion — 142 redeemers₹14,200
1% already in a ring · mean score 0.306 · on 1 distinct rings
promotion — 71 redeemers₹7,100
1% already in a ring · mean score 0.275 · on 1 distinct rings
promotion — 285 redeemers₹28,500
1% already in a ring · mean score 0.117 · on 1 distinct rings
promotion — 153 redeemers₹15,300
1% already in a ring · mean score 0.294 · on 1 distinct rings
promotion — 156 redeemers₹15,600
1% already in a ring · mean score 0.203 · on 2 distinct rings
coupon type — 159 redeemers₹15,900
1% already in a ring · mean score 0.118 · on 1 distinct rings
promotion — 82 redeemers₹8,200
1% already in a ring · mean score 0.193 · on 1 distinct rings
promotion — 167 redeemers₹16,700
1% already in a ring · mean score 0.281 · on 1 distinct rings
promotion — 167 redeemers₹16,700
1% already in a ring · mean score 0.311 · on 1 distinct rings
promotion — 84 redeemers₹8,400
1% already in a ring · mean score 0.208 · on 1 distinct rings
promotion — 171 redeemers₹17,100
1% already in a ring · mean score 0.282 · on 1 distinct rings
promotion — 87 redeemers₹8,700
1% already in a ring · mean score 0.255 · on 1 distinct rings
promotion — 176 redeemers₹17,600
1% already in a ring · mean score 0.266 · on 1 distinct rings
promotion — 178 redeemers₹17,800
1% already in a ring · mean score 0.253 · on 1 distinct rings
promotion — 91 redeemers₹9,100
1% already in a ring · mean score 0.244 · on 1 distinct rings
promotion — 92 redeemers₹9,200
1% already in a ring · mean score 0.219 · on 1 distinct rings
promotion — 381 redeemers₹38,100
1% already in a ring · mean score 0.173 · on 1 distinct rings
promotion — 191 redeemers₹19,100
1% already in a ring · mean score 0.205 · on 2 distinct rings
promotion — 288 redeemers₹28,800
1% already in a ring · mean score 0.245 · on 1 distinct rings
promotion — 400 redeemers₹40,000
1% already in a ring · mean score 0.185 · on 2 distinct rings
promotion — 200 redeemers₹20,000
1% already in a ring · mean score 0.241 · on 1 distinct rings
promotion — 303 redeemers₹30,300
1% already in a ring · mean score 0.294 · on 1 distinct rings
sales stimulation — 102 redeemers₹10,200
1% already in a ring · mean score 0.213 · on 1 distinct rings
promotion — 105 redeemers₹10,500
1% already in a ring · mean score 0.145 · on 1 distinct rings
promotion — 105 redeemers₹10,500
1% already in a ring · mean score 0.269 · on 1 distinct rings
sales stimulation — 105 redeemers₹10,500
1% already in a ring · mean score 0.262 · on 1 distinct rings
promotion — 217 redeemers₹21,700
1% already in a ring · mean score 0.285 · on 1 distinct rings
promotion — 110 redeemers₹11,000
1% already in a ring · mean score 0.151 · on 1 distinct rings
promotion — 112 redeemers₹11,200
1% already in a ring · mean score 0.246 · on 1 distinct rings
promotion — 117 redeemers₹11,700
1% already in a ring · mean score 0.222 · on 1 distinct rings
promotion — 118 redeemers₹11,800
1% already in a ring · mean score 0.285 · on 1 distinct rings
promotion — 118 redeemers₹11,800
1% already in a ring · mean score 0.271 · on 1 distinct rings
promotion — 479 redeemers₹47,900
1% already in a ring · mean score 0.202 · on 1 distinct rings
promotion — 121 redeemers₹12,100
1% already in a ring · mean score 0.303 · on 1 distinct rings
promotion — 488 redeemers₹48,800
1% already in a ring · mean score 0.137 · on 1 distinct rings
coupon type — 123 redeemers₹12,300
1% already in a ring · mean score 0.202 · on 1 distinct rings
promotion — 124 redeemers₹12,400
1% already in a ring · mean score 0.289 · on 1 distinct rings
promotion — 125 redeemers₹12,500
1% already in a ring · mean score 0.267 · on 1 distinct rings
promotion — 125 redeemers₹12,500
1% already in a ring · mean score 0.176 · on 1 distinct rings
promotion — 128 redeemers₹12,800
1% already in a ring · mean score 0.261 · on 1 distinct rings
promotion — 133 redeemers₹13,300
1% already in a ring · mean score 0.226 · on 1 distinct rings
promotion — 405 redeemers₹40,500
1% already in a ring · mean score 0.280 · on 1 distinct rings
promotion — 136 redeemers₹13,600
1% already in a ring · mean score 0.233 · on 1 distinct rings