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The measured answers split by intent, and the leaders change with it. On best-in-category prompts (n = 18), DeepL led at 94.4%, with Lokalise and Phrase both at 55.6%. On direct recommendation prompts (n = 9), Lokalise and Phrase both led at 88.9%, with DeepL at 55.6%. On comparison prompts (n = 9), DeepL was recommended in 100%. On problem-solving prompts about speed, accuracy and brand tone (n = 18), the shares drop across the board, with DeepL at 27.8% and Phrase at 22.2%.\n\nFour of the five over-index on the alternatives prompt (9 runs), so a shortlist built from that question will look narrower than the category.\n\nPublished prices, last verified 2026-09-05: Phrase at $27 a month, Lokalise Explorer at $144 a month, Smartling Core free, Smartcat Adapt at $1,200 a year.","window_to":"2026-09-05","review_status":"generated","generated_at":"2026-09-05T16:47:11.052Z"},{"id":"9ce476b0-3bd9-404b-8498-15b50495d4fd","section":"top_products","body_md":"DeepL was recommended in 68.3% of 63 sampled answers in the 4-week window to 2026-09-05, and in 100% of the 9 runs on the alternatives prompt. The mention breakdown splits into 25 recommended and 18 listed. Its highest engine share was Grok at 85.7% of Grok's 7 answers, its lowest ChatGPT at 57.1% of ChatGPT's 14 answers. It led every one of the five engines.\n\nPhrase over-indexes on the prompt about tools for professional translators and localization teams, recommended in 100% of those 9 runs, against 47.6% across all 63 sampled answers. The breakdown is 14 recommended and 16 listed. Highest was ChatGPT and Grok, both 57.1%, of ChatGPT's 14 answers and Grok's 7. Lowest was 42.9% at Claude, Gemini and Perplexity, 14 answers each. Listed price $27 a month, last verified 2026-09-05.\n\nLokalise was recommended in 46% of 63 sampled answers, and in 100% of the 9 alternatives runs. The breakdown is 20 recommended and 9 listed. Highest was Grok and Perplexity at 57.1%, of Grok's 7 answers and Perplexity's 14; lowest ChatGPT at 21.4% of ChatGPT's 14 answers. Explorer runs $144 a month, last verified 2026-09-05.\n\nSmartling was recommended in 36.5% of 63 sampled answers, and in 88.9% of the 9 alternatives runs. Listed more often than recommended, 16 to 7. Highest was Gemini at 50% of Gemini's 14 answers, lowest ChatGPT at 21.4% of ChatGPT's 14 answers. Core is free, last verified 2026-09-05.\n\nSmartcat was recommended in 36.5% of 63 sampled answers, and in 88.9% of the 9 alternatives runs. The breakdown is 8 recommended and 15 listed. It carries the widest engine spread in the category, 57.1% of Gemini's 14 answers against 7.1% of ChatGPT's 14. Adapt costs $1,200 a year, last verified 2026-09-05.","window_to":"2026-09-05","review_status":"generated","generated_at":"2026-09-05T16:47:11.059Z"},{"id":"fd3d282b-8f25-4947-9d0f-fef82f0a9ee8","section":"engine_disagreement","body_md":"All five engines agreed on the leader. Among the top five, Claude recommended DeepL most across its 14 answers, Gemini across its 14, Grok across its 7, ChatGPT across its 14 and Perplexity across its 14. No split at the top of this category in the 4-week window to 2026-09-05.\n\nThe disagreement sits lower down. Smartcat shows the widest gap between engines, recommended in 7.1% of ChatGPT's 14 answers and 57.1% of Gemini's 14 answers, a spread of 50 points. Lokalise and Smartling show the same shape in smaller form, each at 21.4% of ChatGPT's 14 answers while reaching 57.1% of Perplexity's 14 and 50% of Gemini's 14 respectively. A shortlist built from one engine will read differently below rank one.","window_to":"2026-09-05","review_status":"generated","generated_at":"2026-09-05T16:47:11.062Z"},{"id":"fa2c2821-5fa7-48ef-bfe0-5cfaf20fc116","section":"what_moved","body_md":"This is the first measured window on record for the category. It runs 2026-08-08 to 2026-09-05, 28 days, on 63 sampled answers across five engines. There is no prior window to compare against, so no entries, exits or share changes can be reported yet.\n\nDeepL leads it now at a recommendation share of 68.3% of those 63 answers, and it was first recommendation in 15 runs, a first-recommendation rate of 34.9%. Phrase follows at 47.6% and Lokalise at 46%, both of 63. Smartling and Smartcat sit level at 36.5% of 63. The confidence intervals are wide at this sample size, 56 to 78.4 for DeepL and 25.7 to 48.9 for both Smartling and Smartcat, so the gap between ranks four and five carries no separation. The next window will give the first movement figures.","window_to":"2026-09-05","review_status":"generated","generated_at":"2026-09-05T16:47:11.064Z"}]}