What AI assistants actually recommend when buyers ask about marketplace builder platforms — measured on a rolling 4-week window across 4 engines, published as open data.
Updated 2026-09-19 · 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 19, 2026
Sample: 28 AI answers · Window: Aug 22, 2026 – Sep 19, 2026 (4-week rolling) · trend vs prior 4 weeks (62 answers)
Samples by engine: GEMINI 7 (last run Aug 26, 2026) · CHATGPT 7 (last run Aug 26, 2026) · CLAUDE 7 (last run Aug 27, 2026) · PERPLEXITY 7 (last run Aug 26, 2026) · GROK 0 (last run Aug 8, 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, Sharetribe is recommended most often — appearing in 75% of recommendations, followed by Bubble (42.9%) and Stripe (42.9%).
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 marketplace builder platforms and sampled 28 answers between Aug 22, 2026 and Sep 19, 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.
| # | Product | Share | Trend | Engines | |
|---|---|---|---|---|---|
| 1 | sharetribe.com | 75% 95% CI 56.6–87.3% 21 mentions · avg pos 3.4 first pick 71.4% | — | GEMINI 71.4%CHATGPT 57.1%CLAUDE 100%PERPLEXITY 71.4% | Claim |
| 2 | bubble.io | 42.9% 95% CI 26.5–60.9% 12 mentions · avg pos 5.4 first pick 0% | — | GEMINI 42.9%CHATGPT 42.9%CLAUDE 57.1%PERPLEXITY 28.6% | Claim |
| 3 | stripe.com | 42.9% 95% CI 26.5–60.9% 12 mentions · avg pos 8.5 first pick 16.7% | — | GEMINI 42.9%CHATGPT 57.1%CLAUDE 28.6%PERPLEXITY 42.9% | Claim |
| 4 | arcadier.com | 32.1% 95% CI 17.9–50.7% 9 mentions · avg pos 4.3 first pick 11.1% | — | GEMINI 42.9%CHATGPT 14.3%CLAUDE 57.1%PERPLEXITY 14.3% | Claim |
| 5 | softr.io | 25% 95% CI 12.7–43.4% 7 mentions · avg pos 4.5 first pick 0% | — | GEMINI 14.3%CHATGPT 28.6%CLAUDE 28.6%PERPLEXITY 28.6% | Claim |
| 6 | wordpress.com | 25% 95% CI 12.7–43.4% 7 mentions · avg pos 9.4 first pick 0% | — | GEMINI 42.9%CHATGPT 28.6%PERPLEXITY 28.6% | Claim |
| 7 | cs-cart.com | 17.9% 95% CI 7.9–35.6% 5 mentions · avg pos 3.4 first pick 0% | — | GEMINI 28.6%PERPLEXITY 42.9% | Claim |
| 8 | WooCommerce | 17.9% 95% CI 7.9–35.6% 5 mentions · avg pos 5.6 first pick 0% | — | GEMINI 28.6%CHATGPT 28.6%CLAUDE 14.3% | Claim |
| 9 | wedevs.com | 17.9% 95% CI 7.9–35.6% 5 mentions · avg pos 10.4 first pick 0% | — | GEMINI 42.9%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 10 | shopify.com | 14.3% 95% CI 5.7–31.5% 4 mentions · avg pos 5.3 first pick 0% | — | GEMINI 14.3%CHATGPT 14.3%CLAUDE 28.6% | Claim |
| 11 | nextjs.org | 14.3% 95% CI 5.7–31.5% 4 mentions · avg pos 8.3 first pick 25% | — | GEMINI 14.3%CHATGPT 28.6%CLAUDE 14.3% | Claim |
| 12 | Airbnb | 14.3% 95% CI 5.7–31.5% 4 mentions · avg pos 10 first pick 0% | — | GEMINI 14.3%CHATGPT 14.3%CLAUDE 28.6% | Claim |
| 13 | webflow.com | 14.3% 95% CI 5.7–31.5% 4 mentions · avg pos 11.5 first pick 0% | — | GEMINI 28.6%CLAUDE 28.6% | Claim |
| 14 | CS-Cart | 10.7% 95% CI 3.7–27.2% 3 mentions · avg pos 3.7 first pick 0% | — | CLAUDE 42.9% | Claim |
| 15 | Kreezalid | 10.7% 95% CI 3.7–27.2% 3 mentions · avg pos 3.7 first pick 0% | — | CHATGPT 14.3%CLAUDE 28.6% | Claim |
| 16 | adalo.com | 10.7% 95% CI 3.7–27.2% 3 mentions · avg pos 7 first pick 0% | — | GEMINI 14.3%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 17 | Express | 10.7% 95% CI 3.7–27.2% 3 mentions · avg pos 11.3 first pick 0% | — | GEMINI 14.3%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 18 | medusajs.com | 10.7% 95% CI 3.7–27.2% 3 mentions · avg pos 12 first pick 0% | — | GEMINI 28.6%CHATGPT 14.3% | Claim |
| 19 | react.dev | 10.7% 95% CI 3.7–27.2% 3 mentions · avg pos 12 first pick 0% | — | GEMINI 14.3%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 20 | paypal.com | 10.7% 95% CI 3.7–27.2% 3 mentions · avg pos 17 first pick 0% | — | CLAUDE 28.6%PERPLEXITY 14.3% | Claim |
| 21 | yo-rent.com | 7.1% 95% CI 2–22.6% 2 mentions · avg pos 2 first pick 0% | — | CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 22 | supabase.com | 7.1% 95% CI 2–22.6% 2 mentions · avg pos 3 first pick 0% | — | CHATGPT 28.6% | Claim |
| 23 | WCFM | 7.1% 95% CI 2–22.6% 2 mentions · avg pos 4 first pick 0% | — | CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 24 | CS-Cart Multi-Vendor | 7.1% 95% CI 2–22.6% 2 mentions · avg pos 4.5 first pick 0% | — | CLAUDE 28.6% | Claim |
| 25 | tailwindcss.com | 7.1% 95% CI 2–22.6% 2 mentions · avg pos 5 first pick 0% | — | CHATGPT 14.3%CLAUDE 14.3% | Claim |
| 26 | Mercur | 7.1% 95% CI 2–22.6% 2 mentions · avg pos 6 first pick 0% | — | GEMINI 14.3%PERPLEXITY 14.3% | Claim |
| 27 | Mirakl | 7.1% 95% CI 2–22.6% 2 mentions · avg pos 6.5 first pick 0% | — | GEMINI 14.3%PERPLEXITY 14.3% | Claim |
| 28 | postgresql.org | 7.1% 95% CI 2–22.6% 2 mentions · avg pos 7 first pick 0% | — | CHATGPT 14.3%CLAUDE 14.3% | Claim |
| 29 | yo-kart.com | 7.1% 95% CI 2–22.6% 2 mentions · avg pos 7 first pick 0% | — | GEMINI 14.3%CLAUDE 14.3% | Claim |
| 30 | glide.app | 7.1% 95% CI 2–22.6% 2 mentions · avg pos 7.5 first pick 0% | — | GEMINI 14.3%CLAUDE 14.3% | Claim |
| 31 | nestjs.com | 7.1% 95% CI 2–22.6% 2 mentions · avg pos 9 first pick 0% | — | GEMINI 14.3%CLAUDE 14.3% | Claim |
| 32 | Spree | 7.1% 95% CI 2–22.6% 2 mentions · avg pos 11.5 first pick 0% | — | GEMINI 14.3%PERPLEXITY 14.3% | Claim |
| 33 | vercel.com | 7.1% 95% CI 2–22.6% 2 mentions · avg pos 11.5 first pick 0% | — | CHATGPT 14.3%CLAUDE 14.3% | Claim |
| 34 | algolia.com | 7.1% 95% CI 2–22.6% 2 mentions · avg pos 12.5 first pick 0% | — | CHATGPT 14.3%CLAUDE 14.3% | Claim |
| 35 | rubyonrails.org | 7.1% 95% CI 2–22.6% 2 mentions · avg pos 14.5 first pick 0% | — | GEMINI 14.3%CLAUDE 14.3% | Claim |
| 36 | ruby.com | 7.1% 95% CI 2–22.6% 2 mentions · avg pos 14.5 first pick 0% | — | GEMINI 14.3%CLAUDE 14.3% | Claim |
| 37 | Ruby on Rails | 7.1% 95% CI 2–22.6% 2 mentions · avg pos 14.5 first pick 0% | — | GEMINI 14.3%CLAUDE 14.3% | Claim |
| 38 | freelancer.com | 7.1% 95% CI 2–22.6% 2 mentions · avg pos 15 first pick 0% | — | GEMINI 14.3%CLAUDE 14.3% | Claim |
| 39 | Node | 7.1% 95% CI 2–22.6% 2 mentions · avg pos 15 first pick 0% | — | GEMINI 14.3%CLAUDE 14.3% | Claim |
| 40 | nodejs.org | 7.1% 95% CI 2–22.6% 2 mentions · avg pos 15 first pick 0% | — | GEMINI 14.3%CLAUDE 14.3% | Claim |
| 41 | adyen.com | 7.1% 95% CI 2–22.6% 2 mentions · avg pos 21 first pick 0% | — | CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 42 | Nautical Commerce | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 2 first pick 0% | — | CLAUDE 14.3% | Claim |
| 43 | prometora.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 2 first pick 0% | — | PERPLEXITY 14.3% | Claim |
| 44 | ui.shadcn.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 2 first pick 0% | — | CHATGPT 14.3% | Claim |
| 45 | emergent.sh | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 3 first pick 0% | — | GEMINI 14.3% | Claim |
| 46 | FareHarbor | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 3 first pick 0% | — | PERPLEXITY 14.3% | Claim |
| 47 | weweb.io | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 3 first pick 0% | — | CHATGPT 14.3% | Claim |
| 48 | plasmic.app | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 4 first pick 0% | — | GEMINI 14.3% | Claim |
| 49 | airtable.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 5 first pick 0% | — | PERPLEXITY 14.3% | Claim |
| 50 | Marketplacer | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 5 first pick 0% | — | PERPLEXITY 14.3% | Claim |
| 51 | My Marketplace Builder | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 5 first pick 0% | — | CHATGPT 14.3% | Claim |
| 52 | shipturtle.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 5 first pick 0% | — | CLAUDE 14.3% | Claim |
| 53 | jungleworks.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 6 first pick 0% | — | CLAUDE 14.3% | Claim |
| 54 | magento.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 6 first pick 0% | — | CLAUDE 14.3% | Claim |
| 55 | Tangram | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 6 first pick 0% | — | PERPLEXITY 14.3% | Claim |
| 56 | Yelo | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 6 first pick 0% | — | CLAUDE 14.3% | Claim |
| 57 | flutterflow.io | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 7 first pick 0% | — | CHATGPT 14.3% | Claim |
| 58 | flutter.dev | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 8 first pick 0% | — | PERPLEXITY 14.3% | Claim |
| 59 | React Native | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 8 first pick 0% | — | PERPLEXITY 14.3% | Claim |
| 60 | resend.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 8 first pick 0% | — | CHATGPT 14.3% | Claim |
| 61 | yo-gigs.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 8 first pick 0% | — | GEMINI 14.3% | Claim |
| 62 | djangoproject.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 9 first pick 0% | — | CLAUDE 14.3% | Claim |
| 63 | prestashop.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 9 first pick 0% | — | GEMINI 14.3% | Claim |
| 64 | python.org | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 9 first pick 0% | — | CLAUDE 14.3% | Claim |
| 65 | elastic.co | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 15 first pick 0% | — | CLAUDE 14.3% | Claim |
| 66 | aws.amazon.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 16 first pick 0% | — | CLAUDE 14.3% | Claim |
| 67 | netlify.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 16 first pick 0% | — | CLAUDE 14.3% | Claim |
| 68 | sendgrid.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 18 first pick 0% | — | CLAUDE 14.3% | Claim |
| 69 | twilio.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 18 first pick 0% | — | CLAUDE 14.3% | Claim |
| 70 | spreecommerce.org | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 19 first pick 0% | — | GEMINI 14.3% | Claim |
| 71 | bagisto.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 20 first pick 0% | — | GEMINI 14.3% | Claim |
| 72 | laravel.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 20 first pick 0% | — | GEMINI 14.3% | Claim |
| 73 | getstream.io | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 20 first pick 0% | — | CLAUDE 14.3% | Claim |
| 74 | vuejs.org | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 20 first pick 0% | — | GEMINI 14.3% | Claim |
| 75 | expressjs.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 21 first pick 0% | — | GEMINI 14.3% | Claim |
| 76 | sylius.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 22 first pick 0% | — | GEMINI 14.3% | Claim |
| 77 | fondy.eu | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 24 first pick 0% | — | GEMINI 14.3% | Claim |
| 78 | razorpay.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 24 first pick 0% | — | GEMINI 14.3% | Claim |
| 79 | tipalti.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 24 first pick 0% | — | GEMINI 14.3% | Claim |
| 80 | trolley.com | 3.6% 95% CI 0.6–17.7% 1 mentions · avg pos 24 first pick 0% | — | GEMINI 14.3% | Claim |
| 81 | bigcommerce.com | 3.6% 95% CI 0.6–17.7% 1 mentions first pick 0% | — | CLAUDE 14.3% | Claim |
| 82 | Cocorico | 3.6% 95% CI 0.6–17.7% 1 mentions first pick 0% | — | CLAUDE 14.3% | Claim |
| 83 | RentALL | 3.6% 95% CI 0.6–17.7% 1 mentions first pick 0% | — | CLAUDE 14.3% | Claim |
| 84 | turo.com | 3.6% 95% CI 0.6–17.7% 1 mentions first pick 0% | — | CLAUDE 14.3% | Claim |
| 85 | upwork.com | 3.6% 95% CI 0.6–17.7% 1 mentions first pick 0% | — | CHATGPT 14.3% | Claim |
| 86 | Webkul | 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 Marketplace builder platforms. Each one sets out sourced facts side by side, plus which product AI assistants recommend more, engine by engine.
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 marketplace builder platforms 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 22, 2026 to Sep 19, 2026), Sharetribe is recommended most often for marketplace builder platforms, appearing in 75% of recommendations, followed by Bubble (42.9%). This is a measurement of what AI assistants recommend, not an editorial verdict.
ChatGPT recommends Sharetribe most often for marketplace builder platforms. It appears as a recommendation in 57.1% of ChatGPT's sampled answers in this window (Aug 22, 2026 to Sep 19, 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 marketplace builder platforms ranking is based on 28 answers in the current 4-week window (Aug 22, 2026 to Sep 19, 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.
| Bubblebubble.io | Softrsoftr.io | WordPresswordpress.com | Shopifyshopify.com | Next.jsnextjs.org | |
|---|---|---|---|---|---|
| Pricing | — | Basic: $19 a month (free tier available) ↗ sourceverified Sep 5, 2026 | Personal: $9 a month (free tier available) ↗ sourceverified Sep 5, 2026 | Basic: $29 a month (free tier available) ↗ sourceverified Sep 5, 2026 | — |
| Features | no-code AI app builder ↗ sourceverified Sep 5, 2026 | Workflow automation ↗ sourceverified Sep 5, 2026 | Global edge caching ↗ sourceverified Sep 5, 2026 | Abandoned checkout recovery ↗ sourceverified Sep 5, 2026 | Dynamic HTML Streaming ↗ sourceverified Sep 5, 2026 |
| Platforms | Mobile ↗ sourceverified Sep 5, 2026 | — | — | API ↗ sourceverified Sep 5, 2026 | Web ↗ sourceverified Sep 5, 2026 |
| Integrations | — | Airtable ↗ sourceverified Sep 5, 2026 | PayPal ↗ sourceverified Sep 5, 2026 | Shopify Bill Pay ↗ sourceverified Sep 5, 2026 | Cloudinary ↗ sourceverified Sep 5, 2026 |
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