What AI assistants actually recommend when buyers ask about no-code app builders — measured on a rolling 4-week window across 4 engines, published as open data.
Updated 2026-09-17 · 28 sampled answers · rolling 4-week window · methodology
Rankings are measured from sampled AI answers — never editorial, never paid. Orbator builds AI-visibility tooling; when Orbator itself appears in any category, it is measured by the same rules as everyone else.
Measured by Orbatormethodology owner Henrik Tellewindow ends Sep 17, 2026
Sample: 28 AI answers · Window: Aug 20, 2026 – Sep 17, 2026 (4-week rolling) · trend vs prior 4 weeks (70 answers)
Samples by engine: GEMINI 7 (last run Aug 27, 2026) · CHATGPT 7 (last run Aug 27, 2026) · CLAUDE 7 (last run Aug 28, 2026) · PERPLEXITY 7 (last run Aug 27, 2026) · GROK 0 (last run Aug 3, 2026 — stalest)
How these numbers are made: sampling design · prompt provenance · what counts as a mention · what we cannot see
On the record: This ranking is frozen as a dated snapshot every day. View this category's history to see what entered and left the ranking and when, or read what the engines actually said on a given day.
Across 28 sampled AI answers from 4 engines, Softr is recommended most often — appearing in 75% of recommendations, followed by Glide (60.7%) and Airtable (57.1%).
This is a measurement of share of voice across 4 AI engines — not an editorial pick. See the full ranking below.
Orbator asked Gemini, ChatGPT, Claude and Perplexity buyer questions about no-code app builders and sampled 28 answers between Aug 20, 2026 and Sep 17, 2026. Recommendation share counts the answers that recommended or listed a product, so a passing mention or a warning adds nothing to it. A category publishes once it holds at least 20 independently sampled answers in the window. Read the full methodology or download this ranking as CSV.
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).
| # | Product | Share | Trend | Engines | |
|---|---|---|---|---|---|
| 1 | softr.io | 75% 95% CI 56.6–87.3% 21 mentions · avg pos 4.4 first pick 0% | — | GEMINI 71.4%CHATGPT 85.7%CLAUDE 71.4%PERPLEXITY 71.4% | Claim |
| 2 | glide.app | 60.7% 95% CI 42.4–76.4% 17 mentions · avg pos 4.8 first pick 5.9% | — | GEMINI 57.1%CHATGPT 57.1%CLAUDE 71.4%PERPLEXITY 57.1% | Claim |
| 3 | airtable.com | 57.1% 95% CI 39.1–73.5% 16 mentions · avg pos 4.8 first pick 6.3% | — | GEMINI 71.4%CHATGPT 28.6%CLAUDE 71.4%PERPLEXITY 57.1% | Claim |
| 4 | bubble.io | 53.6% 95% CI 35.8–70.5% 15 mentions · avg pos 4.3 first pick 46.7% | — | GEMINI 42.9%CHATGPT 57.1%CLAUDE 71.4%PERPLEXITY 42.9% | Claim |
| 5 | weweb.io | 42.9% 95% CI 26.5–60.9% 12 mentions · avg pos 4.3 first pick 16.7% | — | GEMINI 42.9%CHATGPT 28.6%CLAUDE 42.9%PERPLEXITY 57.1% | Claim |
| 6 | retool.com | 42.9% 95% CI 26.5–60.9% 12 mentions · avg pos 4.6 first pick 25% | — | GEMINI 42.9%CHATGPT 57.1%CLAUDE 42.9%PERPLEXITY 28.6% | Claim |
| 7 | sheets.google.com | 28.6% 95% CI 15.3–47.1% 8 mentions · avg pos 3.6 first pick 0% | — | GEMINI 71.4%CHATGPT 14.3%CLAUDE 28.6% | Claim |
| 8 | microsoft.com | 28.6% 95% CI 15.3–47.1% 8 mentions · avg pos 5.7 first pick 0% | — | GEMINI 14.3%CHATGPT 28.6%CLAUDE 28.6%PERPLEXITY 42.9% | Claim |
| 9 | adalo.com | 25% 95% CI 12.7–43.4% 7 mentions · avg pos 3.6 first pick 14.3% | — | GEMINI 28.6%CLAUDE 42.9%PERPLEXITY 28.6% | Claim |
| 10 | flutterflow.io | 25% 95% CI 12.7–43.4% 7 mentions · avg pos 4 first pick 14.3% | — | GEMINI 28.6%CHATGPT 14.3%CLAUDE 42.9%PERPLEXITY 14.3% | Claim |
| 11 | appsmith.com | 25% 95% CI 12.7–43.4% 7 mentions · avg pos 6.1 first pick 0% | — | GEMINI 42.9%CHATGPT 28.6%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 12 | webflow.com | 21.4% 95% CI 10.2–39.5% 6 mentions · avg pos 5.4 first pick 16.7% | — | GEMINI 14.3%CHATGPT 14.3%CLAUDE 42.9%PERPLEXITY 14.3% | Claim |
| 13 | AppSheet | 21.4% 95% CI 10.2–39.5% 6 mentions · avg pos 5.5 first pick 0% | — | GEMINI 14.3%CLAUDE 28.6%PERPLEXITY 42.9% | Claim |
| 14 | make.com | 21.4% 95% CI 10.2–39.5% 6 mentions · avg pos 8 first pick 0% | — | GEMINI 28.6%CLAUDE 42.9%PERPLEXITY 14.3% | Claim |
| 15 | zite.io | 21.4% 95% CI 10.2–39.5% 6 mentions · avg pos 8.4 first pick 0% | — | GEMINI 71.4%PERPLEXITY 14.3% | Claim |
| 16 | kissflow.com | 17.9% 95% CI 7.9–35.6% 5 mentions · avg pos 4.2 first pick 20% | — | GEMINI 28.6%CLAUDE 14.3%PERPLEXITY 28.6% | Claim |
| 17 | noloco.io | 17.9% 95% CI 7.9–35.6% 5 mentions · avg pos 6.2 first pick 0% | — | GEMINI 28.6%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 18 | zapier.com | 14.3% 95% CI 5.7–31.5% 4 mentions · avg pos 2 first pick 0% | — | CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 28.6% | Claim |
| 19 | Power Automate | 14.3% 95% CI 5.7–31.5% 4 mentions · avg pos 5.3 first pick 0% | — | GEMINI 14.3%CHATGPT 14.3%PERPLEXITY 28.6% | Claim |
| 20 | powerapps.microsoft.com | 14.3% 95% CI 5.7–31.5% 4 mentions · avg pos 5.5 first pick 0% | — | CHATGPT 28.6%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 21 | tooljet.com | 14.3% 95% CI 5.7–31.5% 4 mentions · avg pos 6.3 first pick 0% | — | CHATGPT 14.3%CLAUDE 28.6%PERPLEXITY 14.3% | Claim |
| 22 | knack.com | 14.3% 95% CI 5.7–31.5% 4 mentions · avg pos 8.8 first pick 0% | — | GEMINI 42.9%CLAUDE 14.3% | Claim |
| 23 | lovable.dev | 14.3% 95% CI 5.7–31.5% 4 mentions · avg pos 9.5 first pick 25% | — | GEMINI 14.3%CHATGPT 14.3%CLAUDE 28.6% | Claim |
| 24 | glideapps.com | 10.7% 95% CI 3.7–27.2% 3 mentions · avg pos 2 first pick 33.3% | — | CHATGPT 28.6%CLAUDE 14.3% | Claim |
| 25 | stackerhq.com | 10.7% 95% CI 3.7–27.2% 3 mentions · avg pos 3 first pick 0% | — | CLAUDE 14.3%PERPLEXITY 28.6% | Claim |
| 26 | supabase.com | 10.7% 95% CI 3.7–27.2% 3 mentions · avg pos 5.7 first pick 0% | — | CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 27 | Excel | 10.7% 95% CI 3.7–27.2% 3 mentions · avg pos 6 first pick 0% | — | GEMINI 14.3%PERPLEXITY 28.6% | Claim |
| 28 | backendless.com | 10.7% 95% CI 3.7–27.2% 3 mentions · avg pos 6.3 first pick 0% | — | GEMINI 14.3%CHATGPT 14.3%PERPLEXITY 14.3% | Claim |
| 29 | baserow.io | 10.7% 95% CI 3.7–27.2% 3 mentions · avg pos 6.3 first pick 0% | — | GEMINI 28.6%PERPLEXITY 14.3% | Claim |
| 30 | xano.com | 10.7% 95% CI 3.7–27.2% 3 mentions · avg pos 6.3 first pick 0% | — | CLAUDE 28.6%PERPLEXITY 14.3% | Claim |
| 31 | zoho.com | 10.7% 95% CI 3.7–27.2% 3 mentions · avg pos 7.3 first pick 0% | — | GEMINI 28.6%CLAUDE 14.3% | Claim |
| 32 | slack.com | 10.7% 95% CI 3.7–27.2% 3 mentions · avg pos 12.3 first pick 0% | — | CLAUDE 28.6%PERPLEXITY 14.3% | Claim |
| 33 | stripe.com | 7.1% 95% CI 2–22.6% 2 mentions · avg pos 1 first pick 100% | — | GEMINI 14.3%CLAUDE 14.3% | Claim |
| 34 | Draftbit | 7.1% 95% CI 2–22.6% 2 mentions · avg pos 3 first pick 0% | — | GEMINI 14.3%PERPLEXITY 14.3% | Claim |
| 35 | budibase.com | 7.1% 95% CI 2–22.6% 2 mentions · avg pos 4 first pick 0% | — | CHATGPT 28.6% | Claim |
| 36 | looker.com | 7.1% 95% CI 2–22.6% 2 mentions · avg pos 4.5 first pick 0% | — | CHATGPT 14.3%CLAUDE 14.3% | Claim |
| 37 | bolt.com | 7.1% 95% CI 2–22.6% 2 mentions · avg pos 5 first pick 50% | — | CLAUDE 28.6% | Claim |
| 38 | Thunkable | 7.1% 95% CI 2–22.6% 2 mentions · avg pos 5 first pick 0% | — | CHATGPT 14.3%PERPLEXITY 14.3% | Claim |
| 39 | salesforce.com | 7.1% 95% CI 2–22.6% 2 mentions · avg pos 5.5 first pick 0% | — | CHATGPT 28.6% | Claim |
| 40 | Base44 | 7.1% 95% CI 2–22.6% 2 mentions · avg pos 5.5 first pick 0% | — | CLAUDE 28.6% | Claim |
| 41 | quickbase.com | 7.1% 95% CI 2–22.6% 2 mentions · avg pos 5.5 first pick 0% | — | GEMINI 14.3%PERPLEXITY 14.3% | Claim |
| 42 | stackby.com | 7.1% 95% CI 2–22.6% 2 mentions · avg pos 5.5 first pick 50% | — | GEMINI 28.6% | Claim |
| 43 | geckoboard.com | 7.1% 95% CI 2–22.6% 2 mentions · avg pos 6 first pick 0% | — | CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 44 | n8n.io | 7.1% 95% CI 2–22.6% 2 mentions · avg pos 6 first pick 0% | — | CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 45 | notion.so | 7.1% 95% CI 2–22.6% 2 mentions · avg pos 8 first pick 0% | — | CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 46 | appypie.com | 7.1% 95% CI 2–22.6% 2 mentions · avg pos 15 first pick 0% | — | GEMINI 14.3%CLAUDE 14.3% | Claim |
| 47 | goodbarber.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 1 first pick 100% | — | CLAUDE 14.3% | Claim |
| 48 | jotform.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 1 first pick 100% | — | CLAUDE 14.3% | Claim |
| 49 | Salesforce | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 1 first pick 100% | — | CLAUDE 14.3% | Claim |
| 50 | toddle.app | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 1 first pick 100% | — | CHATGPT 14.3% | Claim |
| 51 | Bravo Studio | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 3 first pick 0% | — | PERPLEXITY 14.3% | Claim |
| 52 | figma.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 3 first pick 0% | — | PERPLEXITY 14.3% | Claim |
| 53 | firebase.google.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 3 first pick 0% | — | CHATGPT 14.3% | Claim |
| 54 | rows.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 3 first pick 0% | — | PERPLEXITY 14.3% | Claim |
| 55 | caspio.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 4 first pick 0% | — | PERPLEXITY 14.3% | Claim |
| 56 | creatio.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 4 first pick 0% | — | CLAUDE 14.3% | Claim |
| 57 | nocobase.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 4 first pick 0% | — | PERPLEXITY 14.3% | Claim |
| 58 | moxo.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 5 first pick 0% | — | GEMINI 14.3% | Claim |
| 59 | techradar.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 5 first pick 0% | — | CHATGPT 14.3% | Claim |
| 60 | unito.io | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 5 first pick 0% | — | GEMINI 14.3% | Claim |
| 61 | Momen | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 6 first pick 0% | — | GEMINI 14.3% | Claim |
| 62 | powerautomate.microsoft.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 7 first pick 0% | — | GEMINI 14.3% | Claim |
| 63 | lookerstudio.google.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 8 first pick 0% | — | CLAUDE 14.3% | Claim |
| 64 | mendix.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 8 first pick 0% | — | CLAUDE 14.3% | Claim |
| 65 | outsystems.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 8 first pick 0% | — | CLAUDE 14.3% | Claim |
| 66 | relay.app | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 8 first pick 0% | — | CLAUDE 14.3% | Claim |
| 67 | tableau.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 8 first pick 0% | — | CLAUDE 14.3% | Claim |
| 68 | databox.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 9 first pick 0% | — | CLAUDE 14.3% | Claim |
| 69 | gumloop.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 9 first pick 0% | — | CLAUDE 14.3% | Claim |
| 70 | klipfolio.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 9 first pick 0% | — | CLAUDE 14.3% | Claim |
| 71 | appsheet.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 12 first pick 0% | — | GEMINI 14.3% | Claim |
| 72 | workspace.google.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 12 first pick 0% | — | GEMINI 14.3% | Claim |
| 73 | squarespace.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 13 first pick 0% | — | GEMINI 14.3% | Claim |
| 74 | domo.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 15 first pick 0% | — | GEMINI 14.3% | Claim |
| 75 | appgyver.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 17 first pick 0% | — | GEMINI 14.3% | Claim |
| 76 | sharepoint.microsoft.com | 3.6% 95% CI 0.6–17.7% 1 mentions first pick 0% | — | PERPLEXITY 14.3% | Claim |
| 77 | superblocks.com | 3.6% 95% CI 0.6–17.7% 1 mentions first pick 0% | — | CLAUDE 14.3% | Claim |
Reading the numbers: Share is a point estimate on 28 sampled answers, so each row also shows its 95% CI — the Wilson score interval around that share. When two products' intervals overlap, the gap between them isn't statistically meaningful at this sample size. First pick is the share of a product's recommending answers where it was named first, which separates “always mentioned” from “usually the top recommendation”. Full methodology.
Independence: Orbator customers are badged for disclosure. Customer status does not affect prompts, sampling, extraction, or ranking — see the methodology. Your product on this list? Claim it to see the prompts behind your rank and track it weekly.
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Head-to-head pages for products ranked in No-code app builders. Each one sets out sourced facts side by side, plus which product AI assistants recommend more, engine by engine.
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).
Glide 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.
Airtable 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).
Bubble 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.
WeWeb 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.
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.
Airtable 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.
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.
Softr 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.
Every number on this page is measured from sampled answers, and those answers are kept. The archive holds dated excerpts of what each engine answered, never full answers. Read the answer archive for no-code app builders to see the excerpts by date and engine, or view the ranking history to see what entered and left this ranking and when.
Across 28 sampled AI answers from 4 engines (Aug 20, 2026 to Sep 17, 2026), Softr is recommended most often for no-code app builders, appearing in 75% of recommendations, followed by Glide (60.7%). This is a measurement of what AI assistants recommend, not an editorial verdict.
ChatGPT recommends Softr most often for no-code app builders. It appears as a recommendation in 85.7% of ChatGPT's sampled answers in this window (Aug 20, 2026 to Sep 17, 2026). Other engines answer differently. The per-engine breakdown in the ranking shows each one.
Orbator samples AI answers to buyer questions across 4 engines and counts how often each product is recommended. No product pays for placement. The no-code app builders ranking is based on 28 answers in the current 4-week window (Aug 20, 2026 to Sep 17, 2026). Full methodology is published at https://www.orbator.io/ai-index/methodology.
Verified facts for the most-recommended products — each sourced and dated. No editorial scoring, just the data side by side.
| Softrsoftr.io | Airtableairtable.com | Bubblebubble.io | WeWebweweb.io | Retoolretool.com | |
|---|---|---|---|---|---|
| Pricing | Basic: $19 a month (free tier available) ↗ sourceverified Sep 5, 2026 | Team: $20 a month (free tier available) ↗ sourceverified Sep 5, 2026 | — | — | Team: $10 a month (free tier available) ↗ sourceverified Sep 5, 2026 |
| Features | Workflow automation ↗ sourceverified Sep 5, 2026 | Automations ↗ sourceverified Sep 5, 2026 | no-code AI app builder ↗ sourceverified Sep 5, 2026 | Custom coded components ↗ sourceverified Sep 5, 2026 | Workflow runs ↗ sourceverified Sep 5, 2026 |
| Platforms | — | Mobile ↗ sourceverified Sep 5, 2026 | Web ↗ sourceverified Sep 5, 2026 | Web ↗ sourceverified Sep 5, 2026 | API ↗ sourceverified Sep 5, 2026 |
| Integrations | Airtable ↗ sourceverified Sep 5, 2026 | Anthropic ↗ sourceverified Sep 5, 2026 | — | Webflow ↗ sourceverified Sep 5, 2026 | Terraform ↗ sourceverified Sep 5, 2026 |
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