What AI assistants actually recommend when buyers ask about low-code backend platforms — measured weekly across 5 engines, published as open data.
Updated 2026-08-01 · 58 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.
Sample: 58 AI answers · Window: Jul 4, 2026 – Aug 1, 2026 (4-week rolling) · trend vs prior 4 weeks (44 answers)
Across 58 sampled AI answers from 5 engines, Supabase is recommended most often — appearing in 77.6% of recommendations, followed by PostgreSQL (56.9%) and GraphQL (53.4%).
This is a measurement of share of voice across 5 AI engines — not an editorial pick. See the full ranking below.
| # | Product | Share | Trend | Engines | |
|---|---|---|---|---|---|
| 1 | Supabase supabase.com Best for: AI recommends Supabase most when buyers ask “open-source alternatives to managed backend-as-a-service platforms” (100% of those answers) | 77.6% 95% CI 65.3–86.4% 45 mentions · avg pos 3.2 first pick 37.8% | — | GROK 100%GEMINI 76.2%CHATGPT 100%CLAUDE 71.4%PERPLEXITY 71.4% | Claim |
| 2 | PostgreSQL postgresql.org Best for: AI recommends PostgreSQL most when buyers ask “open-source alternatives to managed backend-as-a-service platforms” (100% of those answers) | 56.9% 95% CI 44.1–68.8% 33 mentions · avg pos 4 first pick 15.2% | — | GROK 83.3%GEMINI 57.1%CHATGPT 100%CLAUDE 42.9%PERPLEXITY 47.6% | Claim |
| 3 | GraphQL graphql.org Best for: AI recommends GraphQL most when buyers ask “open-source alternatives to managed backend-as-a-service platforms” (100% of those answers) | 53.4% 95% CI 40.8–65.7% 31 mentions · avg pos 6.5 first pick 9.7% | — | GROK 100%GEMINI 61.9%CHATGPT 66.7%CLAUDE 57.1%PERPLEXITY 28.6% | Claim |
| 4 | AppWrite appwrite.io Best for: AI recommends AppWrite most when buyers ask “open-source alternatives to managed backend-as-a-service platforms” (100% of those answers) | 48.3% 95% CI 35.9–60.8% 28 mentions · avg pos 5.7 first pick 10.7% | — | GROK 50%GEMINI 52.4%CHATGPT 66.7%CLAUDE 57.1%PERPLEXITY 38.1% | Claim |
| 5 | Xano xano.com Best for: AI recommends Xano most when buyers ask “best low-code backend platforms for building APIs and databases visually” (90.9% of those answers) | 37.9% 95% CI 26.6–50.8% 22 mentions · avg pos 6.4 first pick 18.2% | — | GROK 50%GEMINI 33.3%CHATGPT 33.3%CLAUDE 42.9%PERPLEXITY 38.1% | Claim |
| 6 | TypeScript typescriptlang.org Best for: AI recommends TypeScript most when buyers ask “which BaaS platform is best for real-time apps with live data sync” (80% of those answers) | 32.8% 95% CI 22.1–45.6% 19 mentions · avg pos 7.9 first pick 5.3% | — | GROK 66.7%GEMINI 23.8%CHATGPT 33.3%CLAUDE 42.9%PERPLEXITY 28.6% | Claim |
| 7 | Backendless backendless.com Best for: AI recommends Backendless most when buyers ask “best low-code backend platforms for building APIs and databases visually” (72.7% of those answers) | 31% 95% CI 20.6–43.8% 18 mentions · avg pos 6.8 first pick 5.6% | — | GROK 50%GEMINI 42.9%CHATGPT 33.3%CLAUDE 28.6%PERPLEXITY 14.3% | Claim |
| 8 | Convex convex.dev Best for: AI recommends Convex most when buyers ask “which BaaS platform is best for real-time apps with live data sync” (80% of those answers) | 29.3% 95% CI 19.2–42% 17 mentions · avg pos 5.1 first pick 5.9% | — | GROK 33.3%GEMINI 28.6%CLAUDE 57.1%PERPLEXITY 23.8% | Claim |
| 9 | Parse Best for: AI recommends Parse most when buyers ask “open-source alternatives to managed backend-as-a-service platforms” (90.9% of those answers) | 29.3% 95% CI 19.2–42% 17 mentions · avg pos 5.5 first pick 0% | — | GROK 16.7%GEMINI 47.6%CHATGPT 33.3%PERPLEXITY 23.8% | Claim |
| 10 | PocketBase pocketbase.io Best for: AI recommends PocketBase most when buyers ask “open-source alternatives to managed backend-as-a-service platforms” (90.9% of those answers) | 29.3% 95% CI 19.2–42% 17 mentions · avg pos 6.4 first pick 0% | — | GROK 50%GEMINI 19%CHATGPT 33.3%CLAUDE 57.1%PERPLEXITY 23.8% | Claim |
| 11 | AWS Amplify Best for: AI recommends AWS Amplify most when buyers ask “best backend-as-a-service tools for front-end developers” (77.8% of those answers) | 29.3% 95% CI 19.2–42% 17 mentions · avg pos 8.9 first pick 0% | — | GROK 33.3%GEMINI 47.6%CHATGPT 66.7%CLAUDE 14.3%PERPLEXITY 9.5% | Claim |
| 12 | Firebase firebase.google.com Best for: AI recommends Firebase most when buyers ask “how do I add authentication, database, and APIs to my app quickly” (80% of those answers) | 22.4% 95% CI 13.6–34.7% 13 mentions · avg pos 3.6 first pick 30.8% | — | GROK 16.7%GEMINI 28.6%PERPLEXITY 28.6% | Claim |
| 13 | React react.dev Best for: AI recommends React most when buyers ask “how do I add authentication, database, and APIs to my app quickly” (80% of those answers) | 22.4% 95% CI 13.6–34.7% 13 mentions · avg pos 7.5 first pick 0% | — | GROK 33.3%GEMINI 14.3%CHATGPT 33.3%CLAUDE 14.3%PERPLEXITY 28.6% | Claim |
| 14 | Back4App back4app.com Best for: AI recommends Back4App most when buyers ask “open-source alternatives to managed backend-as-a-service platforms” (45.5% of those answers) | 20.7% 95% CI 12.3–32.8% 12 mentions · avg pos 6.8 first pick 8.3% | — | GROK 33.3%GEMINI 38.1%PERPLEXITY 9.5% | Claim |
| 15 | Airtable airtable.com Best for: AI recommends Airtable most when buyers ask “what should I use to build a backend for my app without dedicated back-end engineers” (54.5% of those answers) | 20.7% 95% CI 12.3–32.8% 12 mentions · avg pos 10.6 first pick 0% | — | GROK 16.7%GEMINI 19%CHATGPT 33.3%PERPLEXITY 28.6% | Claim |
| 16 | Hasura hasura.io Best for: AI recommends Hasura most when buyers ask “open-source alternatives to managed backend-as-a-service platforms” (81.8% of those answers) | 20.7% 95% CI 12.3–32.8% 12 mentions · avg pos 15.7 first pick 0% | — | GROK 16.7%GEMINI 14.3%CHATGPT 66.7%CLAUDE 42.9%PERPLEXITY 14.3% | Claim |
| 17 | NHost nhost.io Best for: AI recommends NHost most when buyers ask “open-source alternatives to managed backend-as-a-service platforms” (81.8% of those answers) | 19% 95% CI 10.9–30.9% 11 mentions · avg pos 4.4 first pick 0% | — | GROK 16.7%GEMINI 23.8%CLAUDE 28.6%PERPLEXITY 14.3% | Claim |
| 18 | Next.js nextjs.org Best for: AI recommends Next.js most when buyers ask “how do I add authentication, database, and APIs to my app quickly” (80% of those answers) | 19% 95% CI 10.9–30.9% 11 mentions · avg pos 11.9 first pick 0% | — | GROK 33.3%GEMINI 9.5%CHATGPT 33.3%CLAUDE 14.3%PERPLEXITY 23.8% | Claim |
| 19 | Parse Server Best for: AI recommends Parse Server most when buyers ask “open-source alternatives to managed backend-as-a-service platforms” (81.8% of those answers) | 17.2% 95% CI 9.6–28.9% 10 mentions · avg pos 5.1 first pick 0% | — | GROK 16.7%GEMINI 14.3%CHATGPT 33.3%PERPLEXITY 23.8% | Claim |
| 20 | Directus directus.io Best for: AI recommends Directus most when buyers ask “open-source alternatives to managed backend-as-a-service platforms” (81.8% of those answers) | 17.2% 95% CI 9.6–28.9% 10 mentions · avg pos 13.6 first pick 10% | — | GROK 16.7%GEMINI 14.3%CHATGPT 66.7%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 21 | Bubble bubble.io Best for: AI recommends Bubble most when buyers ask “best low-code backend platforms for building APIs and databases visually” (45.5% of those answers) | 17.2% 95% CI 9.6–28.9% 10 mentions · avg pos 13.6 first pick 0% | — | GROK 50%GEMINI 23.8%CHATGPT 33.3%PERPLEXITY 4.8% | Claim |
| 22 | Baserow baserow.io Best for: AI recommends Baserow most when buyers ask “best low-code backend platforms for building APIs and databases visually” (72.7% of those answers) | 15.5% 95% CI 8.4–26.9% 9 mentions · avg pos 8.2 first pick 0% | — | GROK 33.3%GEMINI 14.3%CHATGPT 33.3%PERPLEXITY 14.3% | Claim |
| 23 | Node.js nodejs.org Best for: AI recommends Node.js most when buyers ask “open-source alternatives to managed backend-as-a-service platforms” (45.5% of those answers) | 13.8% 95% CI 7.2–24.9% 8 mentions · avg pos 8.6 first pick 12.5% | — | GROK 33.3%GEMINI 14.3%CHATGPT 33.3%PERPLEXITY 9.5% | Claim |
| 24 | Docker docker.com Best for: AI recommends Docker most when buyers ask “open-source alternatives to managed backend-as-a-service platforms” (63.6% of those answers) | 13.8% 95% CI 7.2–24.9% 8 mentions · avg pos 10.2 first pick 12.5% | — | GROK 33.3%GEMINI 9.5%CHATGPT 33.3%CLAUDE 14.3%PERPLEXITY 9.5% | Claim |
| 25 | Vercel vercel.com Best for: AI recommends Vercel most when buyers ask “best backend-as-a-service tools for front-end developers” (33.3% of those answers) | 12.1% 95% CI 6–22.9% 7 mentions · avg pos 19 first pick 0% | — | GROK 33.3%GEMINI 4.8%CHATGPT 33.3%PERPLEXITY 14.3% | Claim |
| 26 | WeWeb weweb.io Best for: AI recommends WeWeb most when buyers ask “low-code backend platforms vs traditional cloud infrastructure for startups” (50% of those answers) | 10.3% 95% CI 4.8–20.8% 6 mentions · avg pos 12.3 first pick 0% | — | GROK 33.3%CHATGPT 33.3%PERPLEXITY 14.3% | Claim |
| 27 | BuildShip Best for: AI recommends BuildShip most when buyers ask “best low-code backend platforms for building APIs and databases visually” (45.5% of those answers) | 8.6% 95% CI 3.7–18.6% 5 mentions · avg pos 3.5 first pick 0% | — | PERPLEXITY 23.8% | Claim |
| 28 | Vue Best for: AI recommends Vue most when buyers ask “best backend-as-a-service tools for front-end developers” (44.4% of those answers) | 8.6% 95% CI 3.7–18.6% 5 mentions · avg pos 5.2 first pick 0% | — | GEMINI 4.8%CHATGPT 33.3%PERPLEXITY 14.3% | Claim |
| 29 | Flutter flutter.dev Best for: AI recommends Flutter most when buyers ask “how do I add authentication, database, and APIs to my app quickly” (30% of those answers) | 8.6% 95% CI 3.7–18.6% 5 mentions · avg pos 8 first pick 0% | — | GROK 33.3%CLAUDE 14.3%PERPLEXITY 9.5% | Claim |
| 30 | Clerk Best for: AI recommends Clerk most when buyers ask “how do I add authentication, database, and APIs to my app quickly” (50% of those answers) | 8.6% 95% CI 3.7–18.6% 5 mentions · avg pos 14.4 first pick 0% | — | GROK 16.7%GEMINI 9.5%CHATGPT 33.3%CLAUDE 14.3% | Claim |
| 31 | Auth0 auth0.com Best for: AI recommends Auth0 most when buyers ask “how do I add authentication, database, and APIs to my app quickly” (60% of those answers) | 6.9% 95% CI 2.7–16.4% 4 mentions · avg pos 5.5 first pick 0% | — | GEMINI 9.5%CLAUDE 14.3%PERPLEXITY 4.8% | Claim |
| 32 | Parse Platform parseplatform.org | 6.9% 95% CI 2.7–16.4% 4 mentions · avg pos 7 first pick 0% | — | GROK 16.7%GEMINI 14.3% | Claim |
| 33 | AWS aws.amazon.com | 6.9% 95% CI 2.7–16.4% 4 mentions · avg pos 8.5 first pick 0% | — | GEMINI 19% | Claim |
| 34 | OutSystems outsystems.com Best for: AI recommends OutSystems most when buyers ask “best low-code backend platforms for building APIs and databases visually” (45.5% of those answers) | 6.9% 95% CI 2.7–16.4% 4 mentions · avg pos 9.5 first pick 25% | — | GROK 16.7%GEMINI 14.3% | Claim |
| 35 | SashiDo sashido.io Best for: AI recommends SashiDo most when buyers ask “best backend-as-a-service tools for front-end developers” (33.3% of those answers) | 6.9% 95% CI 2.7–16.4% 4 mentions · avg pos 12 first pick 0% | — | GROK 16.7%PERPLEXITY 14.3% | Claim |
| 36 | Retool retool.com | 6.9% 95% CI 2.7–16.4% 4 mentions · avg pos 12.7 first pick 0% | — | GROK 16.7%GEMINI 14.3% | Claim |
| 37 | FlutterFlow | 6.9% 95% CI 2.7–16.4% 4 mentions · avg pos 16 first pick 0% | — | GROK 33.3%GEMINI 4.8%CHATGPT 33.3% | Claim |
| 38 | Kubernetes kubernetes.io | 6.9% 95% CI 2.7–16.4% 4 mentions · avg pos 16.5 first pick 0% | — | GROK 16.7%CHATGPT 33.3%CLAUDE 14.3%PERPLEXITY 4.8% | Claim |
| 39 | Oracle AI oracle.com Best for: AI recommends Oracle AI most when buyers ask “best low-code backend platforms for building APIs and databases visually” (36.4% of those answers) | 5.2% 95% CI 1.8–14.1% 3 mentions · avg pos 3.5 first pick 0% | — | GEMINI 9.5%PERPLEXITY 4.8% | Claim |
| 40 | Angular angular.io Best for: AI recommends Angular most when buyers ask “best backend-as-a-service tools for front-end developers” (33.3% of those answers) | 5.2% 95% CI 1.8–14.1% 3 mentions · avg pos 4.5 first pick 0% | — | PERPLEXITY 14.3% | Claim |
| 41 | Mendix mendix.com Best for: AI recommends Mendix most when buyers ask “best low-code backend platforms for building APIs and databases visually” (36.4% of those answers) | 5.2% 95% CI 1.8–14.1% 3 mentions · avg pos 5 first pick 0% | — | GEMINI 14.3% | Claim |
| 42 | Knack knack.com | 5.2% 95% CI 1.8–14.1% 3 mentions · avg pos 5.5 first pick 0% | — | PERPLEXITY 14.3% | Claim |
| 43 | Kuzzle kuzzle.io Best for: AI recommends Kuzzle most when buyers ask “open-source alternatives to managed backend-as-a-service platforms” (36.4% of those answers) | 5.2% 95% CI 1.8–14.1% 3 mentions · avg pos 5.5 first pick 0% | — | GROK 16.7%GEMINI 4.8%CLAUDE 14.3% | Claim |
| 44 | Realm realm.io | 5.2% 95% CI 1.8–14.1% 3 mentions · avg pos 7 first pick 0% | — | GEMINI 14.3% | Claim |
| 45 | Logto blog.logto.io Best for: AI recommends Logto most when buyers ask “how do I add authentication, database, and APIs to my app quickly” (30% of those answers) | 5.2% 95% CI 1.8–14.1% 3 mentions · avg pos 7.3 first pick 0% | — | GEMINI 4.8%PERPLEXITY 9.5% | Claim |
| 46 | Strapi strapi.io | 5.2% 95% CI 1.8–14.1% 3 mentions · avg pos 8 first pick 33.3% | — | GROK 16.7%GEMINI 4.8%CLAUDE 14.3% | Claim |
| 47 | Django djangoproject.com | 5.2% 95% CI 1.8–14.1% 3 mentions · avg pos 8.5 first pick 0% | — | GROK 16.7%PERPLEXITY 9.5% | Claim |
| 48 | Make make.com Best for: AI recommends Make most when buyers ask “low-code backend platforms vs traditional cloud infrastructure for startups” (30% of those answers) | 5.2% 95% CI 1.8–14.1% 3 mentions · avg pos 8.7 first pick 0% | — | GROK 16.7%GEMINI 9.5% | Claim |
| 49 | NocoDB nocodb.com | 5.2% 95% CI 1.8–14.1% 3 mentions · avg pos 13.7 first pick 0% | — | GROK 16.7%GEMINI 4.8%CHATGPT 33.3% | Claim |
| 50 | PlanetScale planetscale.com Best for: AI recommends PlanetScale most when buyers ask “how do I add authentication, database, and APIs to my app quickly” (30% of those answers) | 5.2% 95% CI 1.8–14.1% 3 mentions · avg pos 17.7 first pick 0% | — | GROK 33.3%CLAUDE 14.3% | Claim |
| 51 | Dev.to dev.to Best for: AI recommends Dev.to most when buyers ask “which BaaS platform is best for real-time apps with live data sync” (40% of those answers) | 5.2% 95% CI 1.8–14.1% 3 mentions first pick 0% | — | PERPLEXITY 14.3% | Claim |
| 52 | F6S f6s.com Best for: AI recommends F6S most when buyers ask “low-code backend platforms vs traditional cloud infrastructure for startups” (30% of those answers) | 5.2% 95% CI 1.8–14.1% 3 mentions first pick 0% | — | PERPLEXITY 14.3% | Claim |
| 53 | Azure API Management azure.microsoft.com | 3.4% 95% CI 1–11.7% 2 mentions · avg pos 2 first pick 0% | — | GEMINI 4.8%PERPLEXITY 4.8% | Claim |
| 54 | Microsoft Power Apps powerapps.microsoft.com | 3.4% 95% CI 1–11.7% 2 mentions · avg pos 5 first pick 0% | — | GEMINI 9.5% | Claim |
| 55 | Manifest | 3.4% 95% CI 1–11.7% 2 mentions · avg pos 5.5 first pick 0% | — | GROK 16.7%PERPLEXITY 4.8% | Claim |
| 56 | MongoDB mongodb.com Best for: AI recommends MongoDB most when buyers ask “how do I add authentication, database, and APIs to my app quickly” (40% of those answers) | 3.4% 95% CI 1–11.7% 2 mentions · avg pos 6 first pick 0% | — | GEMINI 4.8%CLAUDE 14.3% | Claim |
| 57 | Appian appian.com | 3.4% 95% CI 1–11.7% 2 mentions · avg pos 7 first pick 0% | — | GEMINI 9.5% | Claim |
| 58 | Authgear authgear.com | 3.4% 95% CI 1–11.7% 2 mentions · avg pos 10 first pick 0% | — | GEMINI 4.8%PERPLEXITY 4.8% | Claim |
| 59 | MySQL mysql.com Best for: AI recommends MySQL most when buyers ask “how do I add authentication, database, and APIs to my app quickly” (30% of those answers) | 3.4% 95% CI 1–11.7% 2 mentions · avg pos 11 first pick 0% | — | GEMINI 4.8%CLAUDE 14.3% | Claim |
| 60 | NextAuth.js Best for: AI recommends NextAuth.js most when buyers ask “how do I add authentication, database, and APIs to my app quickly” (30% of those answers) | 3.4% 95% CI 1–11.7% 2 mentions · avg pos 12.5 first pick 0% | — | GROK 16.7%CLAUDE 14.3% | Claim |
| 61 | Neon neon.tech | 3.4% 95% CI 1–11.7% 2 mentions · avg pos 14.5 first pick 0% | — | GROK 16.7%CLAUDE 14.3% | Claim |
| 62 | UI Bakery On-Premise uibakery.io | 3.4% 95% CI 1–11.7% 2 mentions · avg pos 14.5 first pick 0% | — | GROK 33.3% | Claim |
| 63 | Auth.js | 3.4% 95% CI 1–11.7% 2 mentions · avg pos 19 first pick 0% | — | GROK 16.7%PERPLEXITY 4.8% | Claim |
| 64 | Appsmith appsmith.com | 3.4% 95% CI 1–11.7% 2 mentions · avg pos 20 first pick 0% | — | GROK 16.7%GEMINI 4.8% | Claim |
| 65 | Stripe stripe.com | 3.4% 95% CI 1–11.7% 2 mentions · avg pos 20.5 first pick 0% | — | GROK 16.7%CHATGPT 33.3% | Claim |
| 66 | Zapier AI zapier.com | 3.4% 95% CI 1–11.7% 2 mentions · avg pos 24 first pick 0% | — | GROK 16.7%GEMINI 4.8% | Claim |
| 67 | Netlify netlify.com | 3.4% 95% CI 1–11.7% 2 mentions · avg pos 26.5 first pick 0% | — | GROK 16.7%GEMINI 4.8% | Claim |
| 68 | FastAPI fastapi.tiangolo.com | 3.4% 95% CI 1–11.7% 2 mentions · avg pos 34 first pick 0% | — | GROK 16.7%CHATGPT 33.3% | Claim |
| 69 | NestJS nestjs.com | 3.4% 95% CI 1–11.7% 2 mentions · avg pos 35.5 first pick 0% | — | GROK 16.7%CHATGPT 33.3% | Claim |
| 70 | IBM API Connect ibm.com | 1.7% 95% CI 0.3–9.1% 1 mentions · avg pos 2 first pick 0% | — | GROK 16.7% | Claim |
| 71 | Nakama heroiclabs.com | 1.7% 95% CI 0.3–9.1% 1 mentions · avg pos 7 first pick 0% | — | GROK 16.7% | Claim |
| 72 | TrailBase | 1.7% 95% CI 0.3–9.1% 1 mentions · avg pos 9 first pick 0% | — | GROK 16.7% | Claim |
| 73 | bknd | 1.7% 95% CI 0.3–9.1% 1 mentions · avg pos 9 first pick 0% | — | GROK 16.7% | Claim |
| 74 | Blaze blaze.tech | 1.7% 95% CI 0.3–9.1% 1 mentions · avg pos 11 first pick 0% | — | GROK 16.7% | Claim |
| 75 | Node/Express | 1.7% 95% CI 0.3–9.1% 1 mentions · avg pos 12 first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 76 | Contentful contentful.com | 1.7% 95% CI 0.3–9.1% 1 mentions · avg pos 13 first pick 0% | — | GEMINI 4.8% | Claim |
| 77 | Couchbase couchbase.com | 1.7% 95% CI 0.3–9.1% 1 mentions · avg pos 13 first pick 0% | — | GEMINI 4.8% | Claim |
| 78 | Python/Django | 1.7% 95% CI 0.3–9.1% 1 mentions · avg pos 14 first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 79 | Prisma prisma.io | 1.7% 95% CI 0.3–9.1% 1 mentions · avg pos 16 first pick 0% | — | GROK 16.7% | Claim |
| 80 | Caspio caspio.com | 1.7% 95% CI 0.3–9.1% 1 mentions · avg pos 17 first pick 0% | — | GROK 16.7% | Claim |
| 81 | PubNub pubnub.com | 1.7% 95% CI 0.3–9.1% 1 mentions · avg pos 18 first pick 0% | — | GROK 16.7% | Claim |
| 82 | tRPC | 1.7% 95% CI 0.3–9.1% 1 mentions · avg pos 18 first pick 0% | — | GROK 16.7% | Claim |
| 83 | Hono hono.dev | 1.7% 95% CI 0.3–9.1% 1 mentions · avg pos 24 first pick 0% | — | GROK 16.7% | Claim |
| 84 | Railway railway.app | 1.7% 95% CI 0.3–9.1% 1 mentions · avg pos 27 first pick 0% | — | CHATGPT 33.3% | Claim |
| 85 | Render render.com | 1.7% 95% CI 0.3–9.1% 1 mentions · avg pos 28 first pick 0% | — | CHATGPT 33.3% | Claim |
| 86 | AppSheet | 1.7% 95% CI 0.3–9.1% 1 mentions · avg pos 29 first pick 0% | — | GEMINI 4.8% | Claim |
| 87 | Fly.io fly.io | 1.7% 95% CI 0.3–9.1% 1 mentions · avg pos 29 first pick 0% | — | CHATGPT 33.3% | Claim |
| 88 | Glide glide.app | 1.7% 95% CI 0.3–9.1% 1 mentions · avg pos 29 first pick 0% | — | GEMINI 4.8% | Claim |
| 89 | Softr softr.io | 1.7% 95% CI 0.3–9.1% 1 mentions · avg pos 29 first pick 0% | — | GEMINI 4.8% | Claim |
| 90 | 8base 8base.com | 1.7% 95% CI 0.3–9.1% 1 mentions first pick 0% | — | GEMINI 4.8% | Claim |
| 91 | Apigee cloud.google.com | 1.7% 95% CI 0.3–9.1% 1 mentions first pick 0% | — | GEMINI 4.8% | Claim |
| 92 | AppSumo appsumo.com | 1.7% 95% CI 0.3–9.1% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 93 | Azure SQL Serverless learn.microsoft.com Best for: AI recommends Azure SQL Serverless most when buyers ask “how do I add authentication, database, and APIs to my app quickly” (30% of those answers) | 1.7% 95% CI 0.3–9.1% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 94 | Elestio elest.io | 1.7% 95% CI 0.3–9.1% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 95 | GuideFlow guideflow.com | 1.7% 95% CI 0.3–9.1% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 96 | Integrate.io integrate.io Best for: AI recommends Integrate.io most when buyers ask “low-code backend platforms vs traditional cloud infrastructure for startups” (30% of those answers) | 1.7% 95% CI 0.3–9.1% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 97 | Makerkit makerkit.dev | 1.7% 95% CI 0.3–9.1% 1 mentions first pick 0% | — | GROK 16.7% | Claim |
| 98 | MindStudio mindstudio.ai Best for: AI recommends MindStudio most when buyers ask “how do I add authentication, database, and APIs to my app quickly” (30% of those answers) | 1.7% 95% CI 0.3–9.1% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 99 | NocoBase nocobase.com | 1.7% 95% CI 0.3–9.1% 1 mentions first pick 0% | — | GROK 16.7% | Claim |
| 100 | Python python.org | 1.7% 95% CI 0.3–9.1% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
Reading the numbers: Share is a point estimate on 58 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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