GEO Research Dashboard

Total Citations
2241
Explicitly attributed
Total Additional
3683
Shortlisted but not cited
TOTAL CONSIDERED
5924
Sum of all unique links
Unique Domains
1308
Across all runs
Total Coverage (Cited)
67.5%
Found in any SERP
Missing (Cited)
32.5%
Not in either

🏢 GPT Business

Cited
1133
Additional
1572
TOTAL CONSIDERED: 2705
Bing Cited Overlap
73.3%
Bing Add. Overlap
79.3%
Google Cited Overlap (control)
26.7%
Google Add. Overlap (control)
21.8%
Runs: 237 | Bing Results: 43193

👤 GPT Plus

Cited
1108
Additional
2111
TOTAL CONSIDERED: 3219
Bing Cited Overlap
46.8%
Bing Add. Overlap
38.7%
Google Cited Overlap
41.2%
Google Add. Overlap
38.7%
Total Coverage (Bing+Google)
61.6%
Google-only Coverage
14.8%
Missing (not in either)
38.4%
Runs: 237 | Bing Results: 41628

GPT Business - Bing Page Distribution

PageMatches
Page 1716
Page 2180
Page 3221
Page 4184
Page 5227
Page 6213
Page 7210
Page 8173
Page 9151
Page 10143
Page 11110
Page 1274
Page 1379
Page 1467
Page 1572
Page 1653
Page 1711

GPT Plus - Bing Page Distribution

PageMatches
Page 1223
Page 2151
Page 3133
Page 4164
Page 5170
Page 6158
Page 7178
Page 8142
Page 9148
Page 10140
Page 11163
Page 12140
Page 13115
Page 14131
Page 15110
Page 1669
Page 1720

GPT Business - Google Position Distribution

BucketMatches
organic_p1_150
organic_p1_235
organic_p1_330
organic_p1_419
organic_p1_514
organic_p1_622
organic_p1_713
organic_p1_813
organic_p1_921
organic_p1_1013
organic_p2_18
organic_p2_216
organic_p2_36
organic_p2_44
organic_p2_55
organic_p2_611
organic_p2_78
organic_p2_89
organic_p2_97
organic_p2_104
organic_p3_18
organic_p3_28
organic_p3_35
organic_p3_45
organic_p3_59
organic_p3_64
organic_p3_73
organic_p3_82

GPT Plus - Google Position Distribution

BucketMatches
organic_p1_182
organic_p1_259
organic_p1_337
organic_p1_439
organic_p1_531
organic_p1_627
organic_p1_720
organic_p1_819
organic_p1_918
organic_p1_1027
organic_p2_120
organic_p2_217
organic_p2_317
organic_p2_412
organic_p2_511
organic_p2_610
organic_p2_77
organic_p2_87
organic_p2_94
organic_p2_1016
organic_p3_15
organic_p3_211
organic_p3_36
organic_p3_411
organic_p3_52
organic_p3_67
organic_p3_79
organic_p3_81
organic_p3_91

GPT Business - Top Invisible Domains

DomainCount
Wikipedia20
Seagull15
google.com12
Guideflow12
screenapp.io8
maestra.ai8
interprefy.com8
apple.com8
Maestra AI8
microsoft.com7

GPT Plus - Top Invisible Domains

DomainCount
transyncai.com47
reddit.com43
apple.com38
sonix.ai32
google.com31
happyscribe.com29
willowvoice.com25
maestra.ai24
voicetonotes.ai22
immersivetranslate.com21

🏢 GPT Business — Citations by Provider Rank (ref_index)

The rank the retrieval provider returned each cited link at, read straight from the payload (ref_index).

👤 GPT Plus — Citations by Provider Rank (ref_index)

The rank the retrieval provider returned each cited link at, read straight from the payload (ref_index).

Enrichment Coverage & Label Distribution

Enriched URLs: 2067 / 3242 (63.8%)
Unlabeled URLs: 1175
Structural Fidelity: 93.1%
Categorical Fidelity: 89.6%
Trend Correlation (r): 0.84
Filtered: Personal

Global Type

TypeCount%
listicle 869 42.0%
product_page 568 27.5%
app_store_listing 263 12.7%
other 77 3.7%
editorial_article 65 3.1%
forum_ugc 63 3.0%
documentation 57 2.8%
news_article 31 1.5%
marketplace_directory 31 1.5%
reference 28 1.4%

Business Type

TypeCount%
listicle 265 36.0%
product_page 236 32.1%
app_store_listing 79 10.7%
documentation 37 5.0%
news_article 28 3.8%
reference 26 3.5%
other 21 2.9%
editorial_article 21 2.9%
marketplace_directory 10 1.4%
forum_ugc 8 1.1%
STUDY WAVEGPT-5.2 (Jan)GPT-5.3 (Apr)GPT-5.5 (May)