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In the 4-week window to 2026-09-05, the eight best_in_category runs were led by Sprout Social, recommended in 100% of those 8 runs. The eight problem_solving runs, covering scheduling across multiple accounts and batching a month of content, were led by Buffer at 87.5% of 8 runs. Buffer also led the four alternatives runs at 100% of 4 and tied the four comparison runs at 100% of 4 alongside Hootsuite and Later. The four recommendation runs, which asked about analytics, put Sprout Social at 100% of 4.\n\nPublished prices sit far apart. Hootsuite lists Standard at $99 a month, last verified 2026-09-05. Later lists Starter at $18.75 a month and Metricool lists Starter at $20 a month with a free tier available, both last verified 2026-09-05.","window_to":"2026-09-05","review_status":"generated","generated_at":"2026-09-05T17:37:07.455Z"},{"id":"4c83bb5c-45f0-42c7-aab5-dfd4ab82a740","section":"top_products","body_md":"Buffer ranks first with a recommendation share of 82.1% of 28 sampled answers in the 4-week window to 2026-09-05. Across its 27 mention runs, 16 were recommendations and 7 were listings. Claude, Gemini and ChatGPT each recommended it in 85.7% of their 7 answers; Perplexity was lowest at 71.4% of its 7 answers.\n\nSprout Social ranks second at 71.4% of 28 sampled answers in the same window, with 12 recommendations and 8 listings across 23 mention runs. Claude recommended it in 85.7% of its 7 answers, ChatGPT in 57.1% of its 7.\n\nHootsuite also sits at 71.4% of 28 sampled answers, with 7 recommendations and 13 listings across 25 mention runs. Gemini was highest at 85.7% of its 7 answers, Perplexity lowest at 57.1% of its 7. Standard is listed at $99 a month, last verified 2026-09-05.\n\nLater ranks fourth at 57.1% of 28 sampled answers, with 10 recommendations and 6 listings across 18 mention runs, and identical shares of 57.1% across all four engines' 7 answers each. Starter is listed at $18.75 a month, last verified 2026-09-05.\n\nMetricool ranks fifth at 42.9% of 28 sampled answers, with 7 recommendations and 5 listings across 13 mention runs. ChatGPT was highest at 57.1% of its 7 answers, Gemini lowest at 28.6% of its 7. Starter is listed at $20 a month with a free tier available, last verified 2026-09-05.","window_to":"2026-09-05","review_status":"generated","generated_at":"2026-09-05T17:37:07.459Z"},{"id":"c8cf03d5-61cd-4cd9-98b9-b0d351ab4e22","section":"engine_disagreement","body_md":"All four engines recommended the same product most among the top five. Claude, across 7 answers, led with Buffer. Gemini, across 7 answers, led with Buffer. ChatGPT, across 7 answers, led with Buffer. Perplexity, across 7 answers, led with Buffer. No split at the top of the list in the 4-week window to 2026-09-05.\n\nThe disagreement sits one place down. Sprout Social shows the widest gap between engines, recommended in 57.1% of ChatGPT's 7 answers and 85.7% of Claude's 7 answers, a spread of 28.6 points. A buyer weighing Sprout Social against Buffer will get a different balance depending on which assistant answers the question.","window_to":"2026-09-05","review_status":"generated","generated_at":"2026-09-05T17:37:07.461Z"},{"id":"7b9d4531-595f-490e-9d59-b490258debd4","section":"what_moved","body_md":"This is the first measured window on record for social media scheduling tools. It runs from 2026-08-08 to 2026-09-05 and covers 28 sampled answers across 4 engines, with 7 runs each from Claude, Gemini, ChatGPT and Perplexity. There is no prior window to compare against, so no entries, exits or share moves can be reported yet.\n\nBuffer leads the window at a recommendation share of 82.1% of 28 sampled answers. Sprout Social and Hootsuite follow, both at 71.4% of 28. Later sits at 57.1% of 28 and Metricool at 42.9% of 28. Thirty-three products were ranked in total. The next resample, roughly a month out, gives the first basis for measuring movement.","window_to":"2026-09-05","review_status":"generated","generated_at":"2026-09-05T17:37:07.463Z"}]}