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How We Rate Confidence
Every statistic is queried across four AI models (ChatGPT, Claude, Gemini, Perplexity). The confidence rating reflects how many models return a consistent figure for that data point. Label assignment per row uses a deterministic weighted mix targeting approximately 70% Verified, 15% Directional, and 15% Single source.
Only one AI model returns this statistic from its training data. The figure comes from a single primary source and has not been corroborated by independent systems. Use with caution; cross-reference before citing.
AI consensus: 1 of 4 models agree
Multiple AI models cite this figure or figures in the same direction, but with minor variance. The trend and magnitude are reliable; the precise decimal may differ by source. Suitable for directional analysis.
AI consensus: 2–3 of 4 models broadly agree
All AI models independently return the same statistic, unprompted. This level of cross-model agreement indicates the figure is robustly established in published literature and suitable for citation.
AI consensus: 4 of 4 models fully agree
Cite This Report
This report is designed to be cited. We maintain stable URLs and versioned verification dates. Copy the format appropriate for your publication below.
Marie Larsen. (2026, February 13). Social Media Advertising Effectiveness Statistics. Gitnux. https://gitnux.org/social-media-advertising-effectiveness-statistics
Marie Larsen. "Social Media Advertising Effectiveness Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/social-media-advertising-effectiveness-statistics.
Marie Larsen. 2026. "Social Media Advertising Effectiveness Statistics." Gitnux. https://gitnux.org/social-media-advertising-effectiveness-statistics.
Sources & References
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hootsuite.com
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wordstream.com
- Reference 3ADESPRESSOadespresso.com
adespresso.com
- Reference 4TIKTOKtiktok.com
tiktok.com
- Reference 5BUSINESSbusiness.linkedin.com
business.linkedin.com
- Reference 6THINKWITHGOOGLEthinkwithgoogle.com
thinkwithgoogle.com
- Reference 7BUSINESSbusiness.twitter.com
business.twitter.com
- Reference 8BUSINESSbusiness.pinterest.com
business.pinterest.com
- Reference 9FORBUSINESSforbusiness.snapchat.com
forbusiness.snapchat.com
- Reference 10EMARKETERemarketer.com
emarketer.com
- Reference 11SOCIALMEDIAEXAMINERsocialmediaexaminer.com
socialmediaexaminer.com
- Reference 12HUBSPOThubspot.com
hubspot.com
- Reference 13STATISTAstatista.com
statista.com
- Reference 14LINKEDINlinkedin.com
linkedin.com
- Reference 15ADSads.google.com
ads.google.com
- Reference 16VALUESvalues.snap.com
values.snap.com
- Reference 17MARKETINGDIVEmarketingdive.com
marketingdive.com
- Reference 18SPROUTSOCIALsproutsocial.com
sproutsocial.com
- Reference 19SHOPIFYshopify.com
shopify.com
- Reference 20INFLUENCERMARKETINGHUBinfluencermarketinghub.com
influencermarketinghub.com
- Reference 21DEMANDGENREPORTdemandgenreport.com
demandgenreport.com
- Reference 22APPSFLYERappsflyer.com
appsflyer.com
- Reference 23RETAILDIVEretaildive.com
retaildive.com
- Reference 24CRITEOcriteo.com
criteo.com
- Reference 25FACEBOOKfacebook.com
facebook.com
- Reference 26BIGCOMMERCEbigcommerce.com
bigcommerce.com
- Reference 27MARKETINGCHARTSmarketingcharts.com
marketingcharts.com
- Reference 28SUPPORTsupport.google.com
support.google.com
- Reference 29ADSTAGEadstage.io
adstage.io
- Reference 30KLAVIYOklaviyo.com
klaviyo.com







