What AI assistants actually recommend when buyers ask about open-source community platforms — measured weekly across 4 engines, published as open data.
Updated 2026-08-04 · 56 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: 56 AI answers · Window: Jul 7, 2026 – Aug 4, 2026 (4-week rolling) · trend vs prior 4 weeks (42 answers)
Across 56 sampled AI answers from 4 engines, Discourse is recommended most often — appearing in 96.4% of recommendations, followed by Flarum (67.9%) and NodeBB (60.7%).
This is a measurement of share of voice across 4 AI engines — not an editorial pick. See the full ranking below.
| # | Product | Share | Trend | Engines | |
|---|---|---|---|---|---|
| 1 | Discourse discourse.org | 96.4% 95% CI 87.9–99% 54 mentions · avg pos 2.1 first pick 55.6% | — | GEMINI 95.2%CHATGPT 100%CLAUDE 85.7%PERPLEXITY 100% | Claim |
| 2 | Flarum flarum.org Best for: AI recommends Flarum most when buyers ask “best open-source community platform I can self-host for building a discussion forum” (100% of those answers) | 67.9% 95% CI 54.8–78.6% 38 mentions · avg pos 5.4 first pick 5.3% | — | GEMINI 71.4%CHATGPT 100%CLAUDE 57.1%PERPLEXITY 57.1% | Claim |
| 3 | NodeBB nodebb.org Best for: AI recommends NodeBB most when buyers ask “best self-hosted community software for a brand that wants to own all member data” (100% of those answers) | 60.7% 95% CI 47.6–72.4% 34 mentions · avg pos 5.1 first pick 2.9% | — | GEMINI 61.9%CHATGPT 100%CLAUDE 42.9%PERPLEXITY 52.4% | Claim |
| 4 | phpBB phpbb.com Best for: AI recommends phpBB most when buyers ask “open-source community platform alternatives to expensive hosted community and forum SaaS tools” (87.5% of those answers) | 41.1% 95% CI 29.2–54.1% 23 mentions · avg pos 6.6 first pick 13% | — | GEMINI 61.9%CHATGPT 42.9%CLAUDE 42.9%PERPLEXITY 19% | Claim |
| 5 | PHP php.net Best for: AI recommends PHP most when buyers ask “what open-source community platform should I use for a developer community with Q&A and blog features” (87.5% of those answers) | 33.9% 95% CI 22.9–47% 19 mentions · avg pos 18.1 first pick 0% | — | GEMINI 47.6%CHATGPT 57.1%CLAUDE 28.6%PERPLEXITY 14.3% | Claim |
| 6 | HumHub humhub.org Best for: AI recommends HumHub most when buyers ask “open-source community platform alternatives to expensive hosted community and forum SaaS tools” (75% of those answers) | 32.1% 95% CI 21.4–45.2% 18 mentions · avg pos 9.8 first pick 5.6% | — | GEMINI 23.8%CHATGPT 57.1%PERPLEXITY 42.9% | Claim |
| 7 | MyBB mybb.com Best for: AI recommends MyBB most when buyers ask “open-source community platform alternatives to expensive hosted community and forum SaaS tools” (75% of those answers) | 28.6% 95% CI 18.4–41.5% 16 mentions · avg pos 8.6 first pick 0% | — | GEMINI 52.4%CHATGPT 14.3%CLAUDE 28.6%PERPLEXITY 9.5% | Claim |
| 8 | Docker docker.com Best for: AI recommends Docker most when buyers ask “how do I self-host a community forum that supports SSO, gamification, and moderation tools” (100% of those answers) | 23.2% 95% CI 14.1–35.8% 13 mentions · avg pos 6 first pick 7.7% | — | GEMINI 23.8%CHATGPT 57.1%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 9 | Answer Best for: AI recommends Answer most when buyers ask “what open-source community platform should I use for a developer community with Q&A and blog features” (100% of those answers) | 23.2% 95% CI 14.1–35.8% 13 mentions · avg pos 13.4 first pick 0% | — | GEMINI 23.8%CHATGPT 28.6%CLAUDE 14.3%PERPLEXITY 23.8% | Claim |
| 10 | Node.js nodejs.org Best for: AI recommends Node.js most when buyers ask “open-source community platform alternatives to expensive hosted community and forum SaaS tools” (50% of those answers) | 21.4% 95% CI 12.7–33.8% 12 mentions · avg pos 14.4 first pick 0% | — | GEMINI 33.3%CHATGPT 57.1%CLAUDE 14.3% | Claim |
| 11 | Circle circle.so Best for: AI recommends Circle most when buyers ask “self-hosted community platform for a nonprofit vs a SaaS product community — which tools fit each” (87.5% of those answers) | 21.4% 95% CI 12.7–33.8% 12 mentions · avg pos 30.5 first pick 0% | — | GEMINI 14.3%CHATGPT 42.9%PERPLEXITY 28.6% | Claim |
| 12 | Forem forem.com Best for: AI recommends Forem most when buyers ask “open-source community platform alternatives to expensive hosted community and forum SaaS tools” (62.5% of those answers) | 17.9% 95% CI 10–29.8% 10 mentions · avg pos 4.9 first pick 20% | — | GEMINI 14.3%CHATGPT 42.9%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 13 | Apache Answer Best for: AI recommends Apache Answer most when buyers ask “what open-source community platform should I use for a developer community with Q&A and blog features” (87.5% of those answers) | 17.9% 95% CI 10–29.8% 10 mentions · avg pos 6.7 first pick 0% | — | GEMINI 23.8%CHATGPT 14.3%PERPLEXITY 19% | Claim |
| 14 | XenForo xenforo.com Best for: AI recommends XenForo most when buyers ask “best self-hosted community software for a brand that wants to own all member data” (50% of those answers) | 16.1% 95% CI 8.7–27.8% 9 mentions · avg pos 5.3 first pick 0% | — | GEMINI 28.6%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 4.8% | Claim |
| 15 | Apache Hop apache.org Best for: AI recommends Apache Hop most when buyers ask “what open-source community platform should I use for a developer community with Q&A and blog features” (100% of those answers) | 16.1% 95% CI 8.7–27.8% 9 mentions · avg pos 7 first pick 0% | — | GEMINI 14.3%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 19% | Claim |
| 16 | PostgreSQL postgresql.org Best for: AI recommends PostgreSQL most when buyers ask “how do I self-host a community forum that supports SSO, gamification, and moderation tools” (37.5% of those answers) | 16.1% 95% CI 8.7–27.8% 9 mentions · avg pos 13.4 first pick 11.1% | — | GEMINI 23.8%CHATGPT 42.9%PERPLEXITY 4.8% | Claim |
| 17 | Bettermode Best for: AI recommends Bettermode most when buyers ask “self-hosted community platform for a nonprofit vs a SaaS product community — which tools fit each” (87.5% of those answers) | 16.1% 95% CI 8.7–27.8% 9 mentions · avg pos 28 first pick 0% | — | GEMINI 14.3%CHATGPT 42.9%PERPLEXITY 14.3% | Claim |
| 18 | Slack slack.com Best for: AI recommends Slack most when buyers ask “open-source community platform alternatives to expensive hosted community and forum SaaS tools” (50% of those answers) | 16.1% 95% CI 8.7–27.8% 9 mentions · avg pos 29.1 first pick 11.1% | — | GEMINI 23.8%CHATGPT 42.9%CLAUDE 14.3% | Claim |
| 19 | Redis redis.io Best for: AI recommends Redis most when buyers ask “how do I self-host a community forum that supports SSO, gamification, and moderation tools” (37.5% of those answers) | 14.3% 95% CI 7.4–25.7% 8 mentions · avg pos 11.1 first pick 0% | — | GEMINI 23.8%CHATGPT 28.6%PERPLEXITY 4.8% | Claim |
| 20 | WordPress wordpress.com | 14.3% 95% CI 7.4–25.7% 8 mentions · avg pos 12.6 first pick 12.5% | — | GEMINI 19%CHATGPT 28.6%CLAUDE 14.3%PERPLEXITY 4.8% | Claim |
| 21 | Mighty Networks mightynetworks.com Best for: AI recommends Mighty Networks most when buyers ask “self-hosted community platform for a nonprofit vs a SaaS product community — which tools fit each” (62.5% of those answers) | 14.3% 95% CI 7.4–25.7% 8 mentions · avg pos 15.8 first pick 0% | — | GEMINI 14.3%CHATGPT 14.3%PERPLEXITY 19% | Claim |
| 22 | Vanilla Forums vanillaforums.com Best for: AI recommends Vanilla Forums most when buyers ask “open-source community platform alternatives to expensive hosted community and forum SaaS tools” (37.5% of those answers) | 14.3% 95% CI 7.4–25.7% 8 mentions · avg pos 22.1 first pick 0% | — | GEMINI 28.6%CHATGPT 14.3%CLAUDE 14.3% | Claim |
| 23 | Discord discord.com Best for: AI recommends Discord most when buyers ask “self-hosted community platform for a nonprofit vs a SaaS product community — which tools fit each” (37.5% of those answers) | 14.3% 95% CI 7.4–25.7% 8 mentions · avg pos 36.6 first pick 0% | — | GEMINI 4.8%CHATGPT 85.7%CLAUDE 14.3% | Claim |
| 24 | Lemmy Best for: AI recommends Lemmy most when buyers ask “open-source community platform alternatives to expensive hosted community and forum SaaS tools” (37.5% of those answers) | 12.5% 95% CI 6.2–23.6% 7 mentions · avg pos 4.7 first pick 0% | — | GEMINI 9.5%CLAUDE 14.3%PERPLEXITY 19% | Claim |
| 25 | SAML Best for: AI recommends SAML most when buyers ask “how do I self-host a community forum that supports SSO, gamification, and moderation tools” (62.5% of those answers) | 12.5% 95% CI 6.2–23.6% 7 mentions · avg pos 6.7 first pick 14.3% | — | GEMINI 14.3%CHATGPT 28.6%CLAUDE 14.3%PERPLEXITY 4.8% | Claim |
| 26 | Dev.to dev.to Best for: AI recommends Dev.to most when buyers ask “what open-source community platform should I use for a developer community with Q&A and blog features” (87.5% of those answers) | 12.5% 95% CI 6.2–23.6% 7 mentions · avg pos 8.8 first pick 28.6% | — | GEMINI 9.5%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 27 | MySQL mysql.com Best for: AI recommends MySQL most when buyers ask “what open-source community platform should I use for a developer community with Q&A and blog features” (37.5% of those answers) | 12.5% 95% CI 6.2–23.6% 7 mentions · avg pos 20.7 first pick 0% | — | GEMINI 28.6%CHATGPT 14.3% | Claim |
| 28 | Hivebrite hivebrite.io Best for: AI recommends Hivebrite most when buyers ask “self-hosted community platform for a nonprofit vs a SaaS product community — which tools fit each” (75% of those answers) | 12.5% 95% CI 6.2–23.6% 7 mentions · avg pos 29.5 first pick 0% | — | GEMINI 9.5%CHATGPT 28.6%PERPLEXITY 14.3% | Claim |
| 29 | Mattermost mattermost.com Best for: AI recommends Mattermost most when buyers ask “open-source community platform alternatives to expensive hosted community and forum SaaS tools” (62.5% of those answers) | 12.5% 95% CI 6.2–23.6% 7 mentions · avg pos 42 first pick 0% | — | GEMINI 9.5%CHATGPT 14.3%PERPLEXITY 19% | Claim |
| 30 | Question2Answer question2answer.org Best for: AI recommends Question2Answer most when buyers ask “what open-source community platform should I use for a developer community with Q&A and blog features” (62.5% of those answers) | 10.7% 95% CI 5–21.5% 6 mentions · avg pos 19.2 first pick 0% | — | GEMINI 9.5%CHATGPT 14.3%PERPLEXITY 14.3% | Claim |
| 31 | Scoold scoold.com Best for: AI recommends Scoold most when buyers ask “what open-source community platform should I use for a developer community with Q&A and blog features” (75% of those answers) | 8.9% 95% CI 3.9–19.3% 5 mentions · avg pos 3 first pick 0% | — | GEMINI 9.5%PERPLEXITY 14.3% | Claim |
| 32 | CiviCRM civicrm.org Best for: AI recommends CiviCRM most when buyers ask “self-hosted community platform for a nonprofit vs a SaaS product community — which tools fit each” (62.5% of those answers) | 8.9% 95% CI 3.9–19.3% 5 mentions · avg pos 4.3 first pick 20% | — | GEMINI 9.5%PERPLEXITY 14.3% | Claim |
| 33 | Rails rubyonrails.org Best for: AI recommends Rails most when buyers ask “what open-source community platform should I use for a developer community with Q&A and blog features” (37.5% of those answers) | 8.9% 95% CI 3.9–19.3% 5 mentions · avg pos 6 first pick 0% | — | GEMINI 14.3%CHATGPT 14.3%PERPLEXITY 4.8% | Claim |
| 34 | Keycloak keycloak.org Best for: AI recommends Keycloak most when buyers ask “how do I self-host a community forum that supports SSO, gamification, and moderation tools” (37.5% of those answers) | 8.9% 95% CI 3.9–19.3% 5 mentions · avg pos 44.8 first pick 0% | — | CHATGPT 42.9%PERPLEXITY 9.5% | Claim |
| 35 | Mastodon | 7.1% 95% CI 2.8–17% 4 mentions · avg pos 3.3 first pick 0% | — | PERPLEXITY 19% | Claim |
| 36 | Simple Machines Forum simplemachines.org Best for: AI recommends Simple Machines Forum most when buyers ask “open-source community platform alternatives to expensive hosted community and forum SaaS tools” (37.5% of those answers) | 7.1% 95% CI 2.8–17% 4 mentions · avg pos 4.3 first pick 0% | — | GEMINI 9.5%CLAUDE 14.3%PERPLEXITY 4.8% | Claim |
| 37 | Open Source Social Network | 7.1% 95% CI 2.8–17% 4 mentions · avg pos 7.5 first pick 0% | — | GEMINI 19% | Claim |
| 38 | BuddyPress | 7.1% 95% CI 2.8–17% 4 mentions · avg pos 22 first pick 0% | — | GEMINI 9.5%CHATGPT 28.6% | Claim |
| 39 | Open Social opensocial.com | 7.1% 95% CI 2.8–17% 4 mentions · avg pos 22.3 first pick 0% | — | GEMINI 4.8%CHATGPT 14.3%PERPLEXITY 9.5% | Claim |
| 40 | bbPress bbpress.org | 7.1% 95% CI 2.8–17% 4 mentions · avg pos 23.5 first pick 0% | — | GEMINI 4.8%CHATGPT 28.6%CLAUDE 14.3% | Claim |
| 41 | Rocket.Chat rocket.chat Best for: AI recommends Rocket.Chat most when buyers ask “open-source community platform alternatives to expensive hosted community and forum SaaS tools” (62.5% of those answers) | 7.1% 95% CI 2.8–17% 4 mentions · avg pos 52 first pick 0% | — | GEMINI 4.8%CHATGPT 14.3%PERPLEXITY 9.5% | Claim |
| 42 | Zulip zulip.com Best for: AI recommends Zulip most when buyers ask “open-source community platform alternatives to expensive hosted community and forum SaaS tools” (50% of those answers) | 7.1% 95% CI 2.8–17% 4 mentions first pick 0% | — | GEMINI 4.8%CLAUDE 14.3%PERPLEXITY 9.5% | Claim |
| 43 | Drupal drupal.org Best for: AI recommends Drupal most when buyers ask “how do I self-host a community forum that supports SSO, gamification, and moderation tools” (37.5% of those answers) | 5.4% 95% CI 1.8–14.6% 3 mentions · avg pos 4.5 first pick 0% | — | CHATGPT 14.3%PERPLEXITY 9.5% | Claim |
| 44 | BuddyBoss buddyboss.com | 5.4% 95% CI 1.8–14.6% 3 mentions · avg pos 5.3 first pick 0% | — | GEMINI 4.8%CLAUDE 14.3%PERPLEXITY 4.8% | Claim |
| 45 | Invision Community | 5.4% 95% CI 1.8–14.6% 3 mentions · avg pos 8.5 first pick 0% | — | GEMINI 4.8%CLAUDE 14.3%PERPLEXITY 4.8% | Claim |
| 46 | Tribe tribe.so | 5.4% 95% CI 1.8–14.6% 3 mentions · avg pos 16 first pick 0% | — | GEMINI 4.8%CHATGPT 14.3%PERPLEXITY 4.8% | Claim |
| 47 | Auth0 auth0.com Best for: AI recommends Auth0 most when buyers ask “how do I self-host a community forum that supports SSO, gamification, and moderation tools” (50% of those answers) | 5.4% 95% CI 1.8–14.6% 3 mentions · avg pos 17.5 first pick 0% | — | CHATGPT 14.3%PERPLEXITY 9.5% | Claim |
| 48 | Disco disco.co Best for: AI recommends Disco most when buyers ask “self-hosted community platform for a nonprofit vs a SaaS product community — which tools fit each” (37.5% of those answers) | 5.4% 95% CI 1.8–14.6% 3 mentions · avg pos 17.5 first pick 0% | — | GEMINI 9.5%PERPLEXITY 4.8% | Claim |
| 49 | FriendsOfFlarum Gamification Best for: AI recommends FriendsOfFlarum Gamification most when buyers ask “how do I self-host a community forum that supports SSO, gamification, and moderation tools” (37.5% of those answers) | 5.4% 95% CI 1.8–14.6% 3 mentions · avg pos 18 first pick 0% | — | GEMINI 14.3% | Claim |
| 50 | Higher Logic Vanilla Best for: AI recommends Higher Logic Vanilla most when buyers ask “self-hosted community platform for a nonprofit vs a SaaS product community — which tools fit each” (37.5% of those answers) | 5.4% 95% CI 1.8–14.6% 3 mentions · avg pos 19 first pick 0% | — | GEMINI 9.5%CHATGPT 14.3% | Claim |
| 51 | Composer getcomposer.org | 5.4% 95% CI 1.8–14.6% 3 mentions · avg pos 25.5 first pick 0% | — | GEMINI 9.5%CLAUDE 14.3% | Claim |
| 52 | Authentik goauthentik.io | 5.4% 95% CI 1.8–14.6% 3 mentions · avg pos 54 first pick 33.3% | — | GEMINI 4.8%CHATGPT 28.6% | Claim |
| 53 | LDAP | 3.6% 95% CI 1–12.1% 2 mentions · avg pos 1 first pick 100% | — | GEMINI 9.5% | Claim |
| 54 | Askbot askbot.com | 3.6% 95% CI 1–12.1% 2 mentions · avg pos 5 first pick 0% | — | GEMINI 9.5% | Claim |
| 55 | ElkArte elkarte.net | 3.6% 95% CI 1–12.1% 2 mentions · avg pos 5.5 first pick 0% | — | GEMINI 4.8%CLAUDE 14.3% | Claim |
| 56 | Wild Apricot wildapricot.com | 3.6% 95% CI 1–12.1% 2 mentions · avg pos 6 first pick 0% | — | PERPLEXITY 9.5% | Claim |
| 57 | Matrix matrix.org | 3.6% 95% CI 1–12.1% 2 mentions · avg pos 7 first pick 0% | — | CHATGPT 14.3%PERPLEXITY 4.8% | Claim |
| 58 | Tendenci tendenci.com | 3.6% 95% CI 1–12.1% 2 mentions · avg pos 7.5 first pick 0% | — | GEMINI 9.5% | Claim |
| 59 | Ubuntu ubuntu.com | 3.6% 95% CI 1–12.1% 2 mentions · avg pos 9 first pick 0% | — | GEMINI 4.8%CHATGPT 14.3% | Claim |
| 60 | TidyBB | 3.6% 95% CI 1–12.1% 2 mentions · avg pos 10 first pick 0% | — | GEMINI 9.5% | Claim |
| 61 | phpFox phpfox.com | 3.6% 95% CI 1–12.1% 2 mentions · avg pos 12 first pick 0% | — | GEMINI 4.8%PERPLEXITY 4.8% | Claim |
| 62 | WriteFreely writefreely.org | 3.6% 95% CI 1–12.1% 2 mentions · avg pos 17 first pick 0% | — | GEMINI 9.5% | Claim |
| 63 | Nextcloud nextcloud.com | 3.6% 95% CI 1–12.1% 2 mentions · avg pos 22.5 first pick 0% | — | GEMINI 4.8%PERPLEXITY 4.8% | Claim |
| 64 | Flarum SSO | 3.6% 95% CI 1–12.1% 2 mentions · avg pos 30 first pick 0% | — | GEMINI 9.5% | Claim |
| 65 | NGINX nginx.org | 3.6% 95% CI 1–12.1% 2 mentions · avg pos 36.5 first pick 0% | — | GEMINI 4.8%CHATGPT 14.3% | Claim |
| 66 | OpenAlternative openalternative.co Best for: AI recommends OpenAlternative most when buyers ask “open-source community platform alternatives to expensive hosted community and forum SaaS tools” (37.5% of those answers) | 3.6% 95% CI 1–12.1% 2 mentions first pick 0% | — | PERPLEXITY 9.5% | Claim |
| 67 | Codoforum | 1.8% 95% CI 0.3–9.4% 1 mentions · avg pos 3 first pick 0% | — | GEMINI 4.8% | Claim |
| 68 | Discourse Gamification | 1.8% 95% CI 0.3–9.4% 1 mentions · avg pos 3 first pick 0% | — | GEMINI 4.8% | Claim |
| 69 | Zusam | 1.8% 95% CI 0.3–9.4% 1 mentions · avg pos 5 first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 70 | WordPress.org wordpress.org | 1.8% 95% CI 0.3–9.4% 1 mentions · avg pos 6 first pick 0% | — | GEMINI 4.8% | Claim |
| 71 | nodebb-plugin-sso-oauth2-multiple | 1.8% 95% CI 0.3–9.4% 1 mentions · avg pos 6 first pick 0% | — | GEMINI 4.8% | Claim |
| 72 | Element element.io | 1.8% 95% CI 0.3–9.4% 1 mentions · avg pos 7 first pick 0% | — | CHATGPT 14.3% | Claim |
| 73 | MongoDB mongodb.com | 1.8% 95% CI 0.3–9.4% 1 mentions · avg pos 7 first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 74 | Khoros khoros.com | 1.8% 95% CI 0.3–9.4% 1 mentions · avg pos 18 first pick 0% | — | CHATGPT 14.3% | Claim |
| 75 | Zendesk zendesk.com | 1.8% 95% CI 0.3–9.4% 1 mentions · avg pos 20 first pick 0% | — | GEMINI 4.8% | Claim |
| 76 | Podia podia.com | 1.8% 95% CI 0.3–9.4% 1 mentions · avg pos 24 first pick 0% | — | GEMINI 4.8% | Claim |
| 77 | Let's Encrypt letsencrypt.org | 1.8% 95% CI 0.3–9.4% 1 mentions · avg pos 33 first pick 0% | — | CHATGPT 14.3% | Claim |
| 78 | Caddy caddyserver.com | 1.8% 95% CI 0.3–9.4% 1 mentions · avg pos 37 first pick 0% | — | CHATGPT 14.3% | Claim |
| 79 | Cloudflare Workers cloudflare.com | 1.8% 95% CI 0.3–9.4% 1 mentions · avg pos 42 first pick 0% | — | CHATGPT 14.3% | Claim |
| 80 | MinIO min.io | 1.8% 95% CI 0.3–9.4% 1 mentions · avg pos 42 first pick 0% | — | CHATGPT 14.3% | Claim |
| 81 | Next.js nextjs.org | 1.8% 95% CI 0.3–9.4% 1 mentions · avg pos 46 first pick 0% | — | CHATGPT 14.3% | Claim |
| 82 | Ghost ghost.org | 1.8% 95% CI 0.3–9.4% 1 mentions · avg pos 49 first pick 0% | — | CHATGPT 14.3% | Claim |
| 83 | HubSpot CRM hubspot.com | 1.8% 95% CI 0.3–9.4% 1 mentions · avg pos 50 first pick 0% | — | CHATGPT 14.3% | Claim |
| 84 | GetTogether gettogether.community | 1.8% 95% CI 0.3–9.4% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 85 | Higher Logic Thrive higherlogic.com | 1.8% 95% CI 0.3–9.4% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 86 | NetBird netbird.io | 1.8% 95% CI 0.3–9.4% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 87 | QuestionPro questionpro.com | 1.8% 95% CI 0.3–9.4% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 88 | StoryPrompt storyprompt.com | 1.8% 95% CI 0.3–9.4% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 89 | Turf useturf.io | 1.8% 95% CI 0.3–9.4% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
Reading the numbers: Share is a point estimate on 56 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.
What AI recommends in adjacent categories — same method, fresh weekly.
Not in the answer? That's fixable.
Check Your AI Visibility →© 2026 Orbator. All rights reserved.