AdSERP Signal Testbed

Replay of the AdSERP dataset with per-AOI four-class taxonomy labels overlaid: CLICKED DEFERRED EVALUATED-REJECTED NOT-APPROACHED. Labels derived from cursor enter/dwell/exit episodes against AOI bboxes — the inference task the AR library performs in production.

Curation rubric: docs/CURATION.md · Sibling: live testbed · Pool: 28 grouped + 58 extended = 86 total trials

Group E Multi-AOI dramas

3+ active label classes in one SERP — comparative inference

p047-b6-t1

buy-avon-avon-glow-bronzing-pearls-bronzed
1 CLK + 7 DEF + 2 REJ in one SERP — comparative inference
CLK 1DEF 9REJ 1NA 4
29.5sduration 848cursor 11organic 4ads

p037-b1-t6

buy-halti-halti-headcollar-black-size-0
1 CLK + 6 DEF + 2 REJ in one SERP — comparative inference
CLK 1DEF 10REJ 0NA 3
58.8sduration 1279cursor 13organic 1ads

p037-b4-t1

buy-gates-gates-25474-radiator-coolant-hose
1 CLK + 5 DEF + 2 REJ in one SERP — comparative inference
CLK 1DEF 11REJ 2NA 1
46.6sduration 1054cursor 11organic 4ads

p035-b3-t2

buy-rhinox-manchester-united-official-scarf
1 CLK + 5 DEF + 2 REJ in one SERP — comparative inference
CLK 1DEF 8REJ 1NA 4
32.5sduration 841cursor 10organic 4ads

p035-b1-t2

buy-siskiyou-mlb-baltimore-orioles-toothbrush
1 CLK + 5 DEF + 1 REJ in one SERP — comparative inference
CLK 1DEF 6REJ 0NA 6
27.8sduration 998cursor 10organic 3ads

p047-b1-t3

buy-acdelco-acdelco-18a2-brake-rotor
1 CLK + 4 DEF + 2 REJ in one SERP — comparative inference
CLK 1DEF 5REJ 1NA 4
30.1sduration 1334cursor 7organic 4ads

Group B-DEF Canonical DEFERRED

cursor entered, retreated, returned

p019-b1-t8

buy-vosene-vosene-original-medicated-shampoo-250ml
5 DEFERRED AOIs — cursor entered, left, returned
CLK 0DEF 11REJ 1NA 3
31.7sduration 911cursor 11organic 4ads

p015-b3-t10

buy-jurlique-intense-recovery-mask-4-7oz
5 DEFERRED AOIs — cursor entered, left, returned
CLK 0DEF 7REJ 0NA 8
25.1sduration 738cursor 10organic 5ads

p015-b5-t2

buy-clarins-the-it-kit
4 DEFERRED AOIs — cursor entered, left, returned
CLK 0DEF 11REJ 1NA 0
47.5sduration 1957cursor 10organic 2ads

p005-b2-t2

buy-spy-spy-optic-targa-mini-goggles
4 DEFERRED AOIs — cursor entered, left, returned
CLK 0DEF 6REJ 0NA 5
30.2sduration 794cursor 7organic 4ads

p036-b4-t7

buy-cello-suites
3 DEFERRED AOIs — cursor entered, left, returned
CLK 0DEF 2REJ 1NA 13
28.1sduration 900cursor 13organic 3ads

p009-b1-t1

buy-new-chapter-prostate-5lx-120-softgels
3 DEFERRED AOIs — cursor entered, left, returned
CLK 1DEF 9REJ 1NA 6
37.7sduration 756cursor 12organic 5ads

Group B-REJ Canonical EVALUATED-REJECTED

approached and dropped, no re-approach

p006-b4-t7

buy-altaj-spanish-saffron-tin-1-ounce
5 EVAL-REJ AOIs — evaluated and dropped, no re-approach
CLK 1DEF 9REJ 4NA 2
46.2sduration 642cursor 12organic 4ads

p020-b1-t7

buy-monroe-monroe-172199-complete-strut-assembly
3 EVAL-REJ AOIs — evaluated and dropped, no re-approach
CLK 0DEF 4REJ 0NA 6
55.7sduration 839cursor 6organic 4ads

p036-b1-t6

buy-nature-nature2-spa-stick-mineral-sanitizer
2 EVAL-REJ AOIs — evaluated and dropped, no re-approach
CLK 0DEF 4REJ 2NA 6
31.1sduration 724cursor 8organic 4ads

p045-b2-t5

buy-rahua-rahua-jet-setter-kit
2 EVAL-REJ AOIs — evaluated and dropped, no re-approach
CLK 1DEF 4REJ 1NA 11
66.1sduration 702cursor 12organic 5ads

p004-b2-t9

buy-monroe-monroe-72231-sensa-trac-strut
2 EVAL-REJ AOIs — evaluated and dropped, no re-approach
CLK 1DEF 1REJ 2NA 9
35.7sduration 436cursor 5organic 8ads

Group C Boundary cases

dwell near the 100ms classification threshold

p011-b6-t2

buy-delphi-delphi-ss10811-crankshaft-sensor
5 AOI(s) with dwell near the 100ms classification threshold
CLK 0DEF 5REJ 3NA 5
45.4sduration 901cursor 5organic 8ads

p020-b6-t3

buy-luk-luk-16-113-clutch-set
2 AOI(s) with dwell near the 100ms classification threshold
CLK 0DEF 2REJ 2NA 8
42.0sduration 471cursor 5organic 7ads

p042-b4-t5

buy-acdelco-acdelco-15036008-windshield-washer-motor
2 AOI(s) with dwell near the 100ms classification threshold
CLK 1DEF 7REJ 0NA 6
40.0sduration 599cursor 10organic 4ads

p027-b3-t2

buy-bosch-bosch-97182-new-water-pump
2 AOI(s) with dwell near the 100ms classification threshold
CLK 0DEF 5REJ 1NA 7
25.3sduration 529cursor 9organic 4ads

p019-b4-t6

buy-panasonic-panasonic-kx-tpa50-cordless-handset
1 AOI(s) with dwell near the 100ms classification threshold
CLK 1DEF 12REJ 1NA 3
30.3sduration 711cursor 13organic 4ads

Group D Cursor-vs-gaze divergence

gaze-fixated AOIs that cursor missed entirely

p045-b1-t10

buy-filorga-filorga-time-filler-50ml
5 AOI(s) gaze-fixated ≥200ms but cursor never entered — cursor-only would miss them
CLK 1DEF 4REJ 0NA 16
74.9sduration 629cursor 14organic 7ads

p045-b3-t4

buy-swanson-strontium-citrate-2-bottles
3 AOI(s) gaze-fixated ≥200ms but cursor never entered — cursor-only would miss them
CLK 1DEF 4REJ 1NA 9
32.4sduration 654cursor 10organic 5ads

p008-b1-t1

buy-mac-pro-mac-pigment-frozen-white
3 AOI(s) gaze-fixated ≥200ms but cursor never entered — cursor-only would miss them
CLK 1DEF 9REJ 0NA 6
29.2sduration 669cursor 12organic 4ads

p028-b1-t9

buy-solaray-solaray-butterbur-60-capsules
3 AOI(s) gaze-fixated ≥200ms but cursor never entered — cursor-only would miss them
CLK 1DEF 5REJ 0NA 11
35.6sduration 774cursor 13organic 4ads

p040-b1-t2

buy-spy-spy-optichaymaker-fade-sunglasses
3 AOI(s) gaze-fixated ≥200ms but cursor never entered — cursor-only would miss them
CLK 0DEF 7REJ 0NA 7
37.2sduration 1019cursor 12organic 2ads

Group A Trivial calls

one click, no other approached AOIs

p008-b3-t7

buy-schildkraut-light-up-mirror-magnifier
Drive-through: 1 CLICKED + 4 not approached, 36.0s
CLK 1DEF 0REJ 0NA 4
36.0sduration 649cursor 1organic 4ads

Extended candidate pool (58)

High-scoring trials not yet assigned to a pedagogical group. Browse to spot-check the curation or surface trials worth promoting.

p004-b4-t9

buy-angel-greek-mountain-tea-2-ounce
CLK 1DEF 8REJ 1NA 6
31.1sduration 596cursor 12organic 4ads

p005-b5-t7

buy-alessi-alessi-cactus-napkin-holder
CLK 1DEF 5REJ 0NA 8
42.9sduration 679cursor 10organic 4ads

p005-b6-t2

buy-delphi-delphi-fg0229-fuel-pump-module
CLK 1DEF 3REJ 1NA 11
34.8sduration 507cursor 12organic 4ads

p006-b1-t2

buy-puigpull-corkscrew-black-puigpull-corkscrew-black
CLK 1DEF 9REJ 1NA 3
26.9sduration 663cursor 10organic 4ads

p006-b2-t7

buy-twinlab-twinlab-zinc-50mg-180-caps
CLK 0DEF 4REJ 0NA 9
36.1sduration 421cursor 9organic 4ads

p007-b3-t8

buy-airex-airex-balance-beam
CLK 0DEF 5REJ 0NA 9
40.6sduration 698cursor 9organic 5ads

p007-b4-t6

buy-lexmark-lexmark-200-black-cartridge
CLK 1DEF 2REJ 2NA 6
41.8sduration 733cursor 6organic 5ads

p007-b5-t6

buy-lee-scrubber-pad-for-glass-aquariums
CLK 0DEF 1REJ 1NA 3
56.8sduration 586cursor 1organic 4ads

p007-b6-t8

buy-dermalogica-dermalogica-active-moist-3-5oz
CLK 1DEF 7REJ 2NA 4
20.3sduration 363cursor 9organic 5ads

p008-b2-t4

buy-denso-denso-234-3109-oxygen-sensor
CLK 0DEF 1REJ 1NA 12
31.9sduration 498cursor 6organic 8ads

p009-b4-t6

buy-wallies-wallies-13475-parrots-wallpaper-mural
CLK 1DEF 6REJ 0NA 6
45.4sduration 667cursor 9organic 4ads

p009-b5-t2

buy-valeo-valeo-439398-alternator
CLK 1DEF 8REJ 0NA 5
52.2sduration 753cursor 10organic 4ads

p011-b3-t1

buy-toshiba-pa5034u-1aca-ac-adapter
CLK 1DEF 9REJ 0NA 5
35.3sduration 758cursor 11organic 4ads

p011-b3-t7

buy-motion-spy-alarm-clock
CLK 1DEF 7REJ 0NA 6
30.7sduration 679cursor 11organic 3ads

p012-b4-t7

buy-jolly-jolly-ball
CLK 1DEF 6REJ 3NA 4
46.5sduration 641cursor 10organic 4ads

p013-b2-t3

buy-romantic-music-for-cello
CLK 1DEF 0REJ 1NA 12
3.3sduration 46cursor 9organic 5ads

p014-b4-t7

buy-denso-denso-280-4260-remanufactured-starter
CLK 2DEF 10REJ 1NA 1
39.6sduration 431cursor 10organic 4ads

p015-b1-t2

buy-kidkraft-kidkraft-designer-dollhouse-with-furniture
CLK 1DEF 5REJ 0NA 6
41.2sduration 1046cursor 9organic 3ads

p016-b1-t1

buy-gates-gates-22567-lower-radiator-hose
CLK 1DEF 6REJ 0NA 8
33.8sduration 521cursor 11organic 4ads

p019-b6-t2

buy-jobar-international-ladies-compression-gloves
CLK 0DEF 1REJ 0NA 4
27.9sduration 494cursor 1organic 4ads

p020-b6-t1

buy-motorcraft-motorcraft-fa1673-air-filter
CLK 1DEF 6REJ 1NA 5
50.7sduration 696cursor 9organic 4ads

p022-b1-t1

buy-bosch-bosch-98076-new-water-pump
CLK 1DEF 4REJ 1NA 8
26.8sduration 461cursor 10organic 4ads

p022-b2-t5

buy-bosch-bosch-al8577n-new-alternator
CLK 1DEF 6REJ 1NA 6
44.3sduration 490cursor 9organic 5ads

p024-b3-t5

buy-lego-lego-dinosaurs-mosasaurus-6721
CLK 1DEF 5REJ 0NA 9
16.7sduration 196cursor 11organic 4ads

p025-b3-t5

buy-grays-greys-gs-large-fly-box
CLK 1DEF 8REJ 0NA 5
21.0sduration 602cursor 10organic 4ads

p027-b1-t10

buy-vinturi-vinturi-deluxe-aerator-gift-set
CLK 1DEF 3REJ 0NA 10
21.6sduration 638cursor 11organic 3ads

p028-b1-t2

buy-nars-nars-foreplay-orgasm-cheek-palette
CLK 1DEF 9REJ 1NA 4
25.4sduration 676cursor 10organic 5ads

p028-b3-t9

buy-nutramedix-nutramedix-samento-microbial-defense
CLK 1DEF 8REJ 2NA 4
47.7sduration 793cursor 9organic 6ads

p030-b1-t1

buy-xtrememac-micromemo-for-ipod-nano-4g
CLK 1DEF 5REJ 0NA 7
19.1sduration 510cursor 10organic 3ads

p032-b1-t1

buy-dremel-rot-tool-diamond-wheel
CLK 1DEF 1REJ 2NA 12
27.6sduration 460cursor 10organic 6ads

p032-b1-t6

buy-manchester-united-man-utd-cap
CLK 1DEF 4REJ 0NA 9
19.9sduration 549cursor 11organic 3ads

p032-b6-t10

buy-manduka-manduka-prolite-yoga-mat
CLK 1DEF 3REJ 0NA 19
17.2sduration 651cursor 17organic 6ads

p032-b6-t8

buy-hartleys-hartleys-lemon-jelly-135g
CLK 1DEF 0REJ 0NA 12
2.3sduration 49cursor 10organic 3ads

p033-b1-t3

buy-rowan-rowan-books-city-knits
CLK 0DEF 1REJ 0NA 6
35.1sduration 1014cursor 3organic 4ads

p033-b1-t5

buy-dane-elec-2gb-compactflash-memory-card
CLK 0DEF 2REJ 0NA 8
28.5sduration 917cursor 5organic 5ads

p033-b2-t5

buy-douglas-labs-dhea-50mg-capule-100
CLK 1DEF 8REJ 1NA 4
26.8sduration 593cursor 11organic 3ads

p034-b1-t2

buy-enzymedica-enzymedica-virastop-2x-90-count
CLK 1DEF 6REJ 2NA 8
40.9sduration 526cursor 11organic 6ads

p034-b1-t5

buy-fairhaven-health-pregease
CLK 0DEF 5REJ 1NA 7
41.4sduration 379cursor 10organic 3ads

p034-b4-t3

buy-sram-sram-front-derailleur-chain-spotter
CLK 0DEF 9REJ 0NA 6
27.3sduration 512cursor 11organic 4ads

p035-b6-t10

buy-jobar-dog-bone-bark-control-collar
CLK 0DEF 0REJ 0NA 7
28.2sduration 801cursor 3organic 4ads

p036-b2-t8

buy-ism-ism-touring-saddle
CLK 1DEF 4REJ 0NA 12
32.1sduration 679cursor 13organic 4ads

p037-b3-t2

buy-luk-luk-17-065-clutch-set
CLK 1DEF 4REJ 1NA 6
63.0sduration 990cursor 5organic 7ads

p039-b1-t10

buy-sundown-naturals-b-complex-60-tablets
CLK 1DEF 4REJ 0NA 7
47.6sduration 442cursor 8organic 4ads

p040-b2-t4

buy-petfusion-petfusion-cat-scratcher-lounge-deluxe
CLK 0DEF 4REJ 0NA 8
33.7sduration 696cursor 8organic 4ads

p040-b2-t7

buy-jacobs-jacobs-cream-crackers-200g
CLK 0DEF 6REJ 2NA 7
38.4sduration 687cursor 11organic 4ads

p042-b2-t6

buy-continental-continental-electric-ce23111-steam-iron
CLK 1DEF 6REJ 0NA 4
41.5sduration 491cursor 9organic 2ads

p042-b3-t2

buy-nixon-the-corporal-ss-watch
CLK 1DEF 5REJ 1NA 7
37.2sduration 563cursor 10organic 4ads

p044-b1-t6

buy-bosch-bosch-68201-fuel-pump-gasket
CLK 1DEF 9REJ 2NA 4
34.3sduration 612cursor 10organic 6ads

p044-b2-t4

buy-hollister-hollister-medical-adhesive-remover
CLK 1DEF 1REJ 0NA 14
36.4sduration 614cursor 12organic 4ads

p044-b3-t8

buy-ricoh-411844-drum-black
CLK 1DEF 7REJ 0NA 2
39.7sduration 692cursor 8organic 2ads

p046-b2-t4

buy-elemis-elemis-visible-brilliance
CLK 1DEF 5REJ 1NA 8
32.9sduration 609cursor 9organic 6ads

p046-b4-t6

buy-avon-avon-anew-reversalist-regimen-kit
CLK 1DEF 5REJ 1NA 3
42.6sduration 1111cursor 6organic 4ads

p046-b6-t7

buy-garmin-zumo-660-europe
CLK 1DEF 7REJ 0NA 6
40.1sduration 653cursor 10organic 4ads

p047-b1-t4

buy-volumax-volumax-mega-styling-gel
CLK 1DEF 3REJ 1NA 1
55.2sduration 2121cursor 2organic 4ads

p047-b1-t9

buy-dayco-dayco-wp259k2a-timing-belt-kit
CLK 1DEF 1REJ 0NA 11
16.4sduration 412cursor 5organic 8ads

p048-b1-t6

buy-callaway-callaway-x-hot-fairway-wood
CLK 1DEF 7REJ 0NA 11
38.9sduration 526cursor 13organic 6ads

p049-b2-t6

buy-robert-sorby-robert-sorby-410-sandmaster
CLK 1DEF 0REJ 0NA 13
5.9sduration 45cursor 11organic 3ads

p050-b2-t4

buy-spalding-spalding-neoprene-stabilizer-knee-support
CLK 1DEF 5REJ 0NA 7
36.4sduration 591cursor 9organic 4ads
Built from raw AdSERP signals — no NB15 derivatives. Organic AOIs from CV row-projection (see attentional-foraging/scripts/extract_organic_bboxes.py). AOI labels from derive_aoi_labels() in scripts/build_replay_trial.py.