Content Analysis
Content Analysis Interpretation
Demographic Targeting
Demographic Targeting Interpretation
Exposure Statistics
Exposure Statistics Interpretation
Health Impacts
Health Impacts Interpretation
Regulatory Measures
Regulatory Measures Interpretation
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.
Priyanka Sharma. (2026, February 13). Food Ads With Statistics. Gitnux. https://gitnux.org/food-ads-with-statistics
Priyanka Sharma. "Food Ads With Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/food-ads-with-statistics.
Priyanka Sharma. 2026. "Food Ads With Statistics." Gitnux. https://gitnux.org/food-ads-with-statistics.
Sources & References
- Reference 1FTCftc.gov
ftc.gov
- Reference 2JAMANETWORKjamanetwork.com
jamanetwork.com
- Reference 3NCBIncbi.nlm.nih.gov
ncbi.nlm.nih.gov
- Reference 4FOODfood.gov.uk
food.gov.uk
- Reference 5AIHWaihw.gov.au
aihw.gov.au
- Reference 6HEARTANDSTROKEheartandstroke.ca
heartandstroke.ca
- Reference 7WHOwho.int
who.int
- Reference 8ANSESanses.fr
anses.fr
- Reference 9HSRChsrc.ac.za
hsrc.ac.za
- Reference 10BZGAbzga.de
bzga.de
- Reference 11CREAcrea.gov.it
crea.gov.it
- Reference 12OFCOMofcom.org.uk
ofcom.org.uk
- Reference 13HEALTHhealth.govt.nz
health.govt.nz
- Reference 14LIVSMEDELSVERKETlivsmedelsverket.se
livsmedelsverket.se
- Reference 15OBESITYMEDICINEobesitymedicine.org
obesitymedicine.org







