{"status":"insufficient_data","category":{"id":"eb98a77a-9351-4101-b60e-f6ef7f035278","slug":"no-code-app-builders","label":"No-code app builders"},"window":{"weeks":4,"from":"2026-10-04T19:20:09.155Z","to":"2026-11-01T19:20:09.155Z","prior_from":"2026-09-06T19:20:09.155Z"},"sample_size":0,"prior_sample_size":0,"independent_sample_size":0,"prior_independent_sample_size":0,"min_sample":20,"engine_samples":{},"volatility":{"score":null},"integrity":null,"entries":[],"methodology_url":"https://www.orbator.io/ai-index/methodology","license":"Free to use with attribution to orbator.io","editorial":[{"id":"9f91e20b-4358-4572-a8d6-b4129b621d8d","section":"how_to_choose","body_md":"Buyers in this window asked seven prompt types, and the answers split by task. Softr led the best_in_category prompts, recommended in 100% of 8 runs, and led problem_solving on the same figure, 100% of 8 runs. Bubble, Glide and Softr each led the alternatives prompts at 100% of 4 runs. The comparison prompts on no-code versus low-code were thin, with Airtable, Bubble and Glide each at 25% of 4 runs, and the recommendation prompt on workflow automation matched that at 25% of 4 runs. So the internal-tools and dashboard questions produced a clear leader, and the comparison questions produced no consensus. Two pricing facts are on record as of 2026-09-05. Softr lists Basic: $19 a month (free tier available). Airtable lists Team: $20 a month (free tier available).","window_to":"2026-09-05","review_status":"generated","generated_at":"2026-09-05T16:01:19.001Z"},{"id":"32a60c1a-043f-4d22-9cb1-073b645100e4","section":"top_products","body_md":"Softr ranks first with a recommendation share of 75% of 28 sampled answers in the 4-week window to 2026-09-05. Its mention breakdown is 12 recommended against 9 listed, with 1 in context. ChatGPT recommended it most at 85.7% of ChatGPT's 7 answers; Claude, Gemini and Perplexity each sat at 71.4% of 7 answers. Pricing on record as of 2026-09-05 is Basic: $19 a month (free tier available).\n\nGlide ranks second at 60.7% of 28 answers in the same window, with 7 recommended and 10 listed, plus 1 in context. Claude recommended it most at 71.4% of Claude's 7 answers, with Gemini, ChatGPT and Perplexity each at 57.1% of 7 answers.\n\nAirtable ranks third at 57.1% of 28 answers, with 10 recommended and 6 listed, plus 2 in context. Claude and Gemini each recommended it in 71.4% of their 7 answers; ChatGPT was lowest at 28.6% of ChatGPT's 7 answers. Pricing on record as of 2026-09-05 is Team: $20 a month (free tier available).\n\nBubble ranks fourth at 53.6% of 28 answers, with 9 recommended and 6 listed. It was named first in 46.7% of the runs that mentioned it. Claude was highest at 71.4% of 7 answers, Gemini and Perplexity lowest at 42.9% of 7 answers.\n\nWeWeb ranks fifth at 42.9% of 28 answers, with 7 recommended and 5 listed, plus 4 in context. Perplexity was highest at 57.1% of Perplexity's 7 answers, ChatGPT lowest at 28.6% of 7 answers.","window_to":"2026-09-05","review_status":"generated","generated_at":"2026-09-05T16:01:19.005Z"},{"id":"d7c353d1-9a51-4b59-a37c-63fc985ba025","section":"engine_disagreement","body_md":"All four engines recommended the same product most among the top five. Claude, Gemini, ChatGPT and Perplexity each led with Softr, on 7 answers apiece in the 4-week window to 2026-09-05. Agreement at the top does not extend down the list.\n\nAirtable shows the widest gap between engines. ChatGPT recommended it in 28.6% of ChatGPT's 7 answers, Claude in 71.4% of Claude's 7 answers, a spread of 42.8 points. That is the largest engine spread measured in this category. A buyer testing Airtable against a single assistant will get a very different reading depending on which one. Softr's range is narrower, from 71.4% of 7 answers at Claude, Gemini and Perplexity to 85.7% of ChatGPT's 7 answers.","window_to":"2026-09-05","review_status":"generated","generated_at":"2026-09-05T16:01:19.007Z"},{"id":"9695666c-0fc6-4e6e-8a06-3f30745e19b7","section":"what_moved","body_md":"This is the first measured window on record for no-code app builders. It runs 2026-08-08 to 2026-09-05, 28 days, on a sample of 28 answers across four engines with 7 runs each. There is no prior window to compare against, so no entries, exits or share changes are reported here.\n\nSoftr leads it at 75% of 28 sampled answers, followed by Glide at 60.7%, Airtable at 57.1%, Bubble at 53.6% and WeWeb at 42.9%, all on the same 28 answers. Confidence intervals are wide at this sample size; Softr's runs from 56.6 to 87.3, WeWeb's from 26.5 to 60.9. Bubble was named first in 46.7% of the runs that mentioned it, the highest first-recommendation rate in the top five. The next window will give the first comparison point.","window_to":"2026-09-05","review_status":"generated","generated_at":"2026-09-05T16:01:19.008Z"}]}