{"data":{"slug":"do-ai-engines-recommend-brands-or-just-mention-them-august-2026","series":"brand_stance","question":"Do AI engines recommend brands or just mention them?","lede":"AI engines mention brands but do not recommend them: 0% of mentions were recommendations, 0% were praise, and 71% were neutral. That holds across 1,365 brand mentions in August 2026.","body_markdown":"AI engines mention brands far more than they recommend them. In August 2026, 0% of brand mentions were recommendations and 0% were praise. Neutral was the dominant stance at 71%.\n\nNeutral is not a midpoint. It is the default. When an AI answer names a brand, it describes the brand rather than endorsing it. The recommended bucket and the praised bucket are both empty.\n\nThe month-over-month shift reinforces the point. Neutral share rose 19.2 percentage points from the prior month. Engines are not drifting toward stronger opinions; they are settling deeper into neutrality.\n\nZero is a different signal from a small share. It is not that recommendations are rare. They are absent. Across 1,365 mentions, these engines took the neutral stance and nothing stronger.\n\nThat changes what a mention is worth. A mention is visibility, not a vote of confidence. Counting \"mentioned by AI\" and \"recommended by AI\" as the same outcome overstates what happened.\n\nFor marketers, the winnable ground is being named accurately in neutral contexts: when a category gets discussed, when a comparison gets drawn, when a factual answer needs a concrete example. Chasing AI praise means chasing a stance these engines do not give.\n\nTrack stance, not just presence. With 71% neutral and 0% recommendations, the job is to earn the accurate neutral mention and protect it, not to wait for an endorsement that is not coming.","faq":[{"answer":"They just mention them. In August 2026, 0% of brand mentions were recommendations and 0% were praise. Neutral was the dominant stance at 71%.","question":"Do AI engines recommend brands or just mention them?"},{"answer":"71%. Neutral share also rose 19.2 percentage points month over month, which suggests AI engines are settling further into neutrality.","question":"What share of AI brand mentions were neutral in August 2026?"},{"answer":"No. With recommendations at 0% and praise at 0%, a mention is visibility, not a vote of confidence. The engine names the brand without endorsing it.","question":"Is a mention by an AI engine the same as a recommendation?"},{"answer":"Stop chasing AI praise. The realistic target is the accurate neutral mention: being named when a category is discussed, a comparison is drawn, or a factual answer needs an example.","question":"How should marketers act when AI recommendations sit at 0%?"},{"answer":"1,365 brand mentions.","question":"How large was the August 2026 sample?"}],"period_start":"2026-08-01","period_end":"2026-08-31","period_label":"August 2026","payload":{"table":{"rows":[{"key":"neutral","delta":19.2,"value":71.0,"scores":1365,"stance":"Neutral","responses":1365}],"columns":[{"key":"stance","label":"Stance"},{"key":"value","label":"% of brand mentions"},{"key":"scores","label":"Mentions"},{"key":"delta","label":"MoM change (pp)"}]},"period":{"end":"2026-08-31","label":"August 2026","start":"2026-08-01"},"series":"brand_stance","k_stats":{"stances_published":1,"responses_included":1365},"highlights":{"top_share":71.0,"top_stance":"Neutral","praised_share":0,"recommended_share":0},"description":"Stance mix from llm_response_scores for non-competitor brand rows only.","methodology":{"metric":"How AI answers talk about brands: recommended, praised, neutral, and similar stances.","sample":"Based on AI answers collected across Zerply customers. This is not a random sample of the open web.","window":"Covers the previous calendar month."},"slug_prefix":"do-ai-engines-recommend-brands-or-just-mention-them","generated_at":"2026-09-02T11:00:37.523714+00:00","question_seed":"Do AI engines recommend brands or just mention them?"},"published_at":"2026-09-02T11:11:10+00:00","json_url":"/public/research/reports/do-ai-engines-recommend-brands-or-just-mention-them-august-2026.json","csv_url":"/public/research/reports/do-ai-engines-recommend-brands-or-just-mention-them-august-2026.csv"}}