research0 - Gumshoe

About Citations

Citations are the sources AI search references when answering questions. While AI systems typically have fixed knowledge from their training, they can be enhanced to include up-to-date information by referencing recent content. Understanding which sources are cited helps you see how your content appears in AI responses and reveals opportunities to shape the narrative around topics that matter to you. This analysis is based on millions of citations collected from AI search systems.

Last updated September 15, 2026

Models

ao-overview gemini-3.1-pro-preview gemini-3.5-flash gpt-5.4 gpt-5.4-mini sonar

Category Distribution

Shows how different categories are distributed across AI search responses.

Business/Service Sites Social Networks Forums/Community Sites Directory/Review Sites E-commerce Sites Blogs/Content Sites Unsure/Other Educational Sites News/Media Sites Government/Institutional Entertainment Sites
0 15 30 45 60 %

Top Domains by Category

Shows the most frequently cited domains within each category for each model.

ai-overview

Blogs/Content Sites
1. medium.com 20755
2. healthline.com 10447
3. investopedia.com 7555
4. thegoodtrade.com 6946
5. vogue.com 3528
Business/Service Sites
1. gartner.com 15016
2. apps.apple.com 10867
3. wolterskluwer.com 7586
4. extraspace.com 7505
5. harborcompliance.com 7417
Directory/Review Sites
1. m.yelp.com 22481
2. tripadvisor.com 21464
3. zillow.com 16775
4. apartments.com 14669
5. nerdwallet.com 10663
E-commerce Sites
1. amazon.com 54658
2. mygemma.com 3821
3. shopify.com 3795
4. smart.dhgate.com 3642
5. etsy.com 3388
Educational Sites
1. pmc.ncbi.nlm.nih.gov 34771
2. sciencedirect.com 8283
3. en.wikipedia.org 6079
4. learn.microsoft.com 3769
5. pubmed.ncbi.nlm.nih.gov 543
Entertainment Sites
1. podcasts.apple.com 3332
2. open.spotify.com 678
3. amctheatres.com 143
4. peacocktv.com 113
5. doondook.studio 35
Forums/Community Sites
1. reddit.com 150993
2. quora.com 41065
3. slashdot.org 2482
4. forums.golfwrx.com 425
5. bestfriends.org 149
Government/Institutional
1. irs.gov 2024
2. consumerfinance.gov 594
3. uscis.gov 524
4. militaryonesource.mil 513
5. epa.gov 421
News/Media Sites
1. forbes.com 21140
2. businessinsider.com 9139
3. procurementmag.com 7792
4. cnet.com 7108
5. finance.yahoo.com 4185
Social Networks
1. youtube.com 140154
2. facebook.com 65516
3. linkedin.com 56200
4. instagram.com 27031
5. lemon8-app.com 9995
Unsure/Other
1. play.google.com 7430
2. veridion.com 5899
3. research.com 4606
4. fincenfetch.com 4379
5. jointopcap.com 4158

gemini-3.1-pro-preview

Blogs/Content Sites
1. medium.com 1472
2. gitnux.org 377
3. thegoodtrade.com 186
4. healthline.com 100
5. bontraveler.com 89
Business/Service Sites
1. athennian.com 1120
2. wynnlasvegas.com 1050
3. fitgap.com 833
4. apple.com 821
5. harborcompliance.com 820
Directory/Review Sites
1. g2.com 518
2. nerdwallet.com 475
3. getapp.com 374
4. enlaceinmobiliario.cl 293
5. garagegymreviews.com 115
E-commerce Sites
1. gotsneakers.com 717
2. ebay.com 379
3. sigmaaldrich.com 250
4. qvcuk.com 246
5. mademoiselleculotte.com 245
Educational Sites
1. wikipedia.org 1395
2. gwu.edu 334
3. usc.edu 169
4. miami.edu 142
5. asu.edu 132
Entertainment Sites
1. irtlive.com 111
2. parade.com 25
3. netflix.com 21
4. area15.com 19
5. explicitcustoms.com 3
Forums/Community Sites
1. reddit.com 5007
2. slashdot.org 102
3. bestfriends.org 88
4. quora.com 53
5. dcard.tw 39
Government/Institutional
1. nih.gov 172
2. centerpartiet.se 139
3. rwjbh.org 135
4. cincinnatizoo.org 135
5. guc.com 125
News/Media Sites
1. forbes.com 1674
2. prnewswire.com 1512
3. businessinsider.com 717
4. businesswire.com 190
5. cnet.com 132
Social Networks
1. youtube.com 8285
2. lemon8-app.com 1025
3. facebook.com 73
Unsure/Other
1. filejet.com 789
2. discern.com 742
3. sourceforge.net 592
4. minutebox.com 544
5. imperial1916.com 508

Top 10 Domains by Model

Most frequently cited domains for each selected model

ai-overview

1. reddit.com
2. youtube.com
3. facebook.com
4. linkedin.com
5. amazon.com
6. quora.com
7. pmc.ncbi.nlm.nih.gov
8. instagram.com
9. m.yelp.com
10. tripadvisor.com

gemini-3.1-pro-preview

1. youtube.com
2. reddit.com
3. forbes.com
4. prnewswire.com
5. medium.com
6. wikipedia.org
7. athennian.com
8. wynnlasvegas.com
9. lemon8-app.com
10. fitgap.com

SERP Position Histogram

Shows the distribution of citation positions in Google search results. Lower positions (1-5) indicate higher visibility in search results. Compare different AI systems to see how citation patterns vary.

Position % of Citations
1-3 25%
4-10 34%
11-20 11%
20+ 0%

Cumulative Timeline

Shows how citations accumulate over time for each AI system. The steeper the curve, the more rapidly citations are being added. Plateaus indicate periods of slower citation growth.

Year Cumulative %
2015 25%
2016 50%
2018 75%
2019 100%
2020 120%
2022 130%
2023 140%
2025 150%