Test SynthID removal with saved originals, separate detector checks and visual review. Learn what screenshots, metadata cleanup and redraw processing can prove.
Continue Reading20.6% of cited pages were listicle-shaped. How to choose a comparison, brief the publisher, and measure what happened.
Continue Reading34.0% of measured cited-page brand pairs were named in answers. How to brief a useful mention and what remains unknown about links.
Continue Reading34.0% of 5.28M measured page-brand-answer pairs were named. Compare engines, page shapes, prominence, and frequency.
Continue Reading201K directory-classified citations and a host ranking by brand attributions. Inspect the vertical split, engine shares, and method.
Continue ReadingDirectories supplied 2.7% of measured citations. Choose relevant hosts, specify the listing, and verify the public result.
Continue Reading568K listicle-shaped cited pages, a naming comparison, and a sampled before-and-after cohort. First observed citation is not publication.
Continue ReadingOne cited page covered the entire named set in 11.1% of measured multi-brand answers. Brand overlap does not establish which source caused the answer.
Continue Reading4.85K wire-host citations across 7.43M measured citations. Compare wires, engines, and announcement title groups.
Continue Reading79.4% of 82.9K measured Reddit page-brand pairs were comments-only. Explore location, engagement, and engine figures.
Continue ReadingReddit supplied 3.3% of measured AI citations. A practical thread-selection brief, comment evidence, vendor checks, and measurement limits.
Continue ReadingThe median score was 12 across 11.7K cited Reddit pages. Explore score bands, order overlap, paired score changes, and limits.
Continue ReadingTest SynthID removal with saved originals, separate detector checks and visual review. Learn what screenshots, metadata cleanup and redraw processing can prove.
Continue Reading20.6% of cited pages were listicle-shaped. How to choose a comparison, brief the publisher, and measure what happened.
Continue Reading34.0% of measured cited-page brand pairs were named in answers. How to brief a useful mention and what remains unknown about links.
Continue Reading34.0% of 5.28M measured page-brand-answer pairs were named. Compare engines, page shapes, prominence, and frequency.
Continue Reading201K directory-classified citations and a host ranking by brand attributions. Inspect the vertical split, engine shares, and method.
Continue ReadingDirectories supplied 2.7% of measured citations. Choose relevant hosts, specify the listing, and verify the public result.
Continue Reading568K listicle-shaped cited pages, a naming comparison, and a sampled before-and-after cohort. First observed citation is not publication.
Continue ReadingOne cited page covered the entire named set in 11.1% of measured multi-brand answers. Brand overlap does not establish which source caused the answer.
Continue Reading4.85K wire-host citations across 7.43M measured citations. Compare wires, engines, and announcement title groups.
Continue Reading79.4% of 82.9K measured Reddit page-brand pairs were comments-only. Explore location, engagement, and engine figures.
Continue ReadingReddit supplied 3.3% of measured AI citations. A practical thread-selection brief, comment evidence, vendor checks, and measurement limits.
Continue ReadingThe median score was 12 across 11.7K cited Reddit pages. Explore score bands, order overlap, paired score changes, and limits.
Continue Reading