What AI assistants actually recommend when buyers ask about push notification tools — measured weekly across 5 engines, published as open data.
Updated 2026-08-02 · 61 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: 61 AI answers · Window: Jul 5, 2026 – Aug 2, 2026 (4-week rolling) · trend vs prior 4 weeks (35 answers)
Across 61 sampled AI answers from 5 engines, OneSignal is recommended most often — appearing in 78.7% of recommendations, followed by PushEngage (50.8%) and FCM (42.6%).
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 | OneSignal onesignal.com Best for: AI recommends OneSignal most when buyers ask “how do I add push notifications to my mobile app without building my own backend” (100% of those answers) | 78.7% 95% CI 66.9–87.1% 48 mentions · avg pos 3.9 first pick 33.3% | — | GROK 85.7%GEMINI 78.9%CHATGPT 85.7%CLAUDE 71.4%PERPLEXITY 76.2% | Claim |
| 2 | PushEngage pushengage.com Best for: AI recommends PushEngage most when buyers ask “best platforms for sending targeted web push notifications” (100% of those answers) | 50.8% 95% CI 38.6–62.9% 31 mentions · avg pos 7.3 first pick 12.9% | — | GROK 57.1%GEMINI 57.9%CHATGPT 42.9%CLAUDE 42.9%PERPLEXITY 47.6% | Claim |
| 3 | FCM Best for: AI recommends FCM most when buyers ask “how do I add push notifications to my mobile app without building my own backend” (100% of those answers) | 42.6% 95% CI 31–55.1% 26 mentions · avg pos 5.8 first pick 23.1% | — | GROK 71.4%GEMINI 52.6%CHATGPT 71.4%CLAUDE 28.6%PERPLEXITY 19% | Claim |
| 4 | Braze braze.com Best for: AI recommends Braze most when buyers ask “which push notification platform has the best segmentation and A/B testing” (72.7% of those answers) | 42.6% 95% CI 31–55.1% 26 mentions · avg pos 7.8 first pick 7.7% | — | GROK 85.7%GEMINI 31.6%CHATGPT 57.1%CLAUDE 28.6%PERPLEXITY 38.1% | Claim |
| 5 | Firebase firebase.google.com Best for: AI recommends Firebase most when buyers ask “how do I add push notifications to my mobile app without building my own backend” (100% of those answers) | 39.3% 95% CI 28.1–51.9% 24 mentions · avg pos 7.4 first pick 8.3% | — | GROK 57.1%GEMINI 47.4%CHATGPT 71.4%CLAUDE 14.3%PERPLEXITY 23.8% | Claim |
| 6 | Pushwoosh pushwoosh.com Best for: AI recommends Pushwoosh most when buyers ask “best push notification tools for web and mobile apps” (90% of those answers) | 39.3% 95% CI 28.1–51.9% 24 mentions · avg pos 8.7 first pick 0% | — | GROK 57.1%GEMINI 42.1%CHATGPT 28.6%CLAUDE 28.6%PERPLEXITY 38.1% | Claim |
| 7 | Firebase Cloud Messaging (FCM) Best for: AI recommends Firebase Cloud Messaging (FCM) most when buyers ask “how do I add push notifications to my mobile app without building my own backend” (100% of those answers) | 37.7% 95% CI 26.6–50.3% 23 mentions · avg pos 7.9 first pick 8.7% | — | GROK 57.1%GEMINI 47.4%CHATGPT 71.4%CLAUDE 14.3%PERPLEXITY 19% | Claim |
| 8 | CleverTap clevertap.com Best for: AI recommends CleverTap most when buyers ask “which push notification platform has the best segmentation and A/B testing” (72.7% of those answers) | 32.8% 95% CI 22.3–45.3% 20 mentions · avg pos 8 first pick 10% | — | GROK 57.1%GEMINI 31.6%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 38.1% | Claim |
| 9 | Airship Best for: AI recommends Airship most when buyers ask “best push notification tools for web and mobile apps” (80% of those answers) | 26.2% 95% CI 16.8–38.4% 16 mentions · avg pos 9.3 first pick 6.3% | — | GROK 57.1%GEMINI 10.5%CHATGPT 42.9%CLAUDE 42.9%PERPLEXITY 19% | Claim |
| 10 | APNs Best for: AI recommends APNs most when buyers ask “how do I add push notifications to my mobile app without building my own backend” (81.8% of those answers) | 21.3% 95% CI 12.9–33.1% 13 mentions · avg pos 8.1 first pick 15.4% | — | GROK 42.9%GEMINI 21.1%CHATGPT 28.6%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 11 | WebEngage Best for: AI recommends WebEngage most when buyers ask “best platforms for sending targeted web push notifications” (50% of those answers) | 19.7% 95% CI 11.6–31.3% 12 mentions · avg pos 7.3 first pick 8.3% | — | GROK 42.9%GEMINI 21.1%PERPLEXITY 23.8% | Claim |
| 12 | Wisepops wisepops.com Best for: AI recommends Wisepops most when buyers ask “best push notification tools for web and mobile apps” (70% of those answers) | 19.7% 95% CI 11.6–31.3% 12 mentions · avg pos 9.2 first pick 0% | — | GROK 14.3%GEMINI 21.1%PERPLEXITY 33.3% | Claim |
| 13 | Insider One insiderone.com Best for: AI recommends Insider One most when buyers ask “best platforms for sending targeted web push notifications” (60% of those answers) | 18% 95% CI 10.4–29.5% 11 mentions · avg pos 6.2 first pick 0% | — | GROK 14.3%GEMINI 21.1%PERPLEXITY 28.6% | Claim |
| 14 | Knock knock.app Best for: AI recommends Knock most when buyers ask “best push notification tools for web and mobile apps” (50% of those answers) | 18% 95% CI 10.4–29.5% 11 mentions · avg pos 11.7 first pick 0% | — | GROK 28.6%GEMINI 5.3%CHATGPT 14.3%CLAUDE 28.6%PERPLEXITY 23.8% | Claim |
| 15 | Brevo brevo.com Best for: AI recommends Brevo most when buyers ask “affordable alternatives to large customer messaging and push notification platforms” (45.5% of those answers) | 16.4% 95% CI 9.2–27.6% 10 mentions · avg pos 5.4 first pick 10% | — | GROK 14.3%GEMINI 10.5%CLAUDE 14.3%PERPLEXITY 28.6% | Claim |
| 16 | MoEngage moengage.com Best for: AI recommends MoEngage most when buyers ask “which push notification platform has the best segmentation and A/B testing” (45.5% of those answers) | 16.4% 95% CI 9.2–27.6% 10 mentions · avg pos 8.4 first pick 0% | — | GROK 28.6%GEMINI 21.1%CHATGPT 14.3%PERPLEXITY 14.3% | Claim |
| 17 | Courier courier.com Best for: AI recommends Courier most when buyers ask “best push notification tools for web and mobile apps” (50% of those answers) | 14.8% 95% CI 8–25.7% 9 mentions · avg pos 8.3 first pick 0% | — | GROK 28.6%GEMINI 15.8%CHATGPT 14.3%CLAUDE 28.6%PERPLEXITY 4.8% | Claim |
| 18 | VWO vwo.com Best for: AI recommends VWO most when buyers ask “best platforms for sending targeted web push notifications” (50% of those answers) | 13.1% 95% CI 6.8–23.8% 8 mentions · avg pos 7.2 first pick 0% | — | GEMINI 26.3%CLAUDE 14.3%PERPLEXITY 9.5% | Claim |
| 19 | WonderPush Best for: AI recommends WonderPush most when buyers ask “best platforms for sending targeted web push notifications” (50% of those answers) | 13.1% 95% CI 6.8–23.8% 8 mentions · avg pos 12.5 first pick 0% | — | GROK 28.6%GEMINI 10.5%CHATGPT 28.6%CLAUDE 14.3%PERPLEXITY 4.8% | Claim |
| 20 | Aimtell Best for: AI recommends Aimtell most when buyers ask “what should I use to send web push notifications to re-engage users” (36.4% of those answers) | 11.5% 95% CI 5.7–21.8% 7 mentions · avg pos 3.3 first pick 14.3% | — | GEMINI 21.1%CLAUDE 28.6%PERPLEXITY 4.8% | Claim |
| 21 | Omnisend omnisend.com Best for: AI recommends Omnisend most when buyers ask “affordable alternatives to large customer messaging and push notification platforms” (54.5% of those answers) | 11.5% 95% CI 5.7–21.8% 7 mentions · avg pos 10.3 first pick 0% | — | GEMINI 21.1%PERPLEXITY 14.3% | Claim |
| 22 | Insider useinsider.com Best for: AI recommends Insider most when buyers ask “best platforms for sending targeted web push notifications” (30% of those answers) | 11.5% 95% CI 5.7–21.8% 7 mentions · avg pos 11.6 first pick 0% | — | GROK 14.3%GEMINI 21.1%PERPLEXITY 9.5% | Claim |
| 23 | Iterable iterable.com | 9.8% 95% CI 4.6–19.8% 6 mentions · avg pos 9 first pick 0% | — | GROK 14.3%GEMINI 10.5%CHATGPT 14.3%PERPLEXITY 9.5% | Claim |
| 24 | WebPushr webpushr.com Best for: AI recommends WebPushr most when buyers ask “best platforms for sending targeted web push notifications” (40% of those answers) | 9.8% 95% CI 4.6–19.8% 6 mentions · avg pos 9 first pick 0% | — | GROK 14.3%GEMINI 5.3%CLAUDE 28.6%PERPLEXITY 9.5% | Claim |
| 25 | Expo Best for: AI recommends Expo most when buyers ask “how do I add push notifications to my mobile app without building my own backend” (45.5% of those answers) | 9.8% 95% CI 4.6–19.8% 6 mentions · avg pos 13.8 first pick 0% | — | GROK 14.3%GEMINI 21.1%CHATGPT 14.3% | Claim |
| 26 | SashiDo sashido.io Best for: AI recommends SashiDo most when buyers ask “which push notification platform has the best segmentation and A/B testing” (45.5% of those answers) | 8.2% 95% CI 3.6–17.8% 5 mentions · avg pos 4 first pick 0% | — | GROK 28.6%PERPLEXITY 14.3% | Claim |
| 27 | Tidio AI tidio.com Best for: AI recommends Tidio AI most when buyers ask “affordable alternatives to large customer messaging and push notification platforms” (45.5% of those answers) | 8.2% 95% CI 3.6–17.8% 5 mentions · avg pos 4.2 first pick 40% | — | GEMINI 10.5%PERPLEXITY 14.3% | Claim |
| 28 | Zapier AI zapier.com | 8.2% 95% CI 3.6–17.8% 5 mentions · avg pos 9.7 first pick 0% | — | GROK 28.6%CLAUDE 14.3%PERPLEXITY 9.5% | Claim |
| 29 | Make make.com | 8.2% 95% CI 3.6–17.8% 5 mentions · avg pos 27 first pick 0% | — | GROK 14.3%CHATGPT 28.6%CLAUDE 14.3%PERPLEXITY 4.8% | Claim |
| 30 | GuideFlow guideflow.com Best for: AI recommends GuideFlow most when buyers ask “best platforms for sending targeted web push notifications” (40% of those answers) | 6.6% 95% CI 2.6–15.7% 4 mentions · avg pos 4 first pick 0% | — | GROK 14.3%PERPLEXITY 14.3% | Claim |
| 31 | Sendinblue sendinblue.com Best for: AI recommends Sendinblue most when buyers ask “affordable alternatives to large customer messaging and push notification platforms” (36.4% of those answers) | 6.6% 95% CI 2.6–15.7% 4 mentions · avg pos 7.5 first pick 25% | — | GROK 14.3%GEMINI 10.5%PERPLEXITY 4.8% | Claim |
| 32 | ViaSocket viasocket.com Best for: AI recommends ViaSocket most when buyers ask “which push notification platform has the best segmentation and A/B testing” (36.4% of those answers) | 6.6% 95% CI 2.6–15.7% 4 mentions · avg pos 7.5 first pick 0% | — | GROK 28.6%PERPLEXITY 9.5% | Claim |
| 33 | TextMagic textmagic.com Best for: AI recommends TextMagic most when buyers ask “affordable alternatives to large customer messaging and push notification platforms” (36.4% of those answers) | 6.6% 95% CI 2.6–15.7% 4 mentions · avg pos 8.3 first pick 0% | — | GEMINI 5.3%PERPLEXITY 14.3% | Claim |
| 34 | iZooto izooto.com Best for: AI recommends iZooto most when buyers ask “best platforms for sending targeted web push notifications” (40% of those answers) | 6.6% 95% CI 2.6–15.7% 4 mentions · avg pos 11.7 first pick 0% | — | GROK 14.3%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 4.8% | Claim |
| 35 | SlickText slicktext.com Best for: AI recommends SlickText most when buyers ask “affordable alternatives to large customer messaging and push notification platforms” (36.4% of those answers) | 6.6% 95% CI 2.6–15.7% 4 mentions · avg pos 14 first pick 0% | — | GEMINI 5.3%PERPLEXITY 14.3% | Claim |
| 36 | Twilio twilio.com Best for: AI recommends Twilio most when buyers ask “affordable alternatives to large customer messaging and push notification platforms” (45.5% of those answers) | 6.6% 95% CI 2.6–15.7% 4 mentions · avg pos 17 first pick 0% | — | GEMINI 5.3%CHATGPT 14.3%PERPLEXITY 9.5% | Claim |
| 37 | Pusher Beams pusher.com Best for: AI recommends Pusher Beams most when buyers ask “best push notification tools for web and mobile apps” (30% of those answers) | 6.6% 95% CI 2.6–15.7% 4 mentions · avg pos 22 first pick 0% | — | GROK 28.6%CHATGPT 14.3%CLAUDE 14.3% | Claim |
| 38 | AWS aws.amazon.com | 6.6% 95% CI 2.6–15.7% 4 mentions · avg pos 24 first pick 0% | — | GROK 14.3%CHATGPT 42.9% | Claim |
| 39 | wpbeginner.com wpbeginner.com Best for: AI recommends wpbeginner.com most when buyers ask “best platforms for sending targeted web push notifications” (50% of those answers) | 6.6% 95% CI 2.6–15.7% 4 mentions first pick 0% | — | CHATGPT 14.3%PERPLEXITY 14.3% | Claim |
| 40 | MessageFlow messageflow.com | 4.9% 95% CI 1.7–13.5% 3 mentions · avg pos 3.5 first pick 0% | — | GEMINI 5.3%PERPLEXITY 9.5% | Claim |
| 41 | SimpleTexting simpletexting.com | 4.9% 95% CI 1.7–13.5% 3 mentions · avg pos 8 first pick 0% | — | GEMINI 5.3%PERPLEXITY 9.5% | Claim |
| 42 | Textla | 4.9% 95% CI 1.7–13.5% 3 mentions · avg pos 11 first pick 0% | — | PERPLEXITY 14.3% | Claim |
| 43 | MagicBell | 4.9% 95% CI 1.7–13.5% 3 mentions · avg pos 11.3 first pick 0% | — | GEMINI 10.5%CHATGPT 14.3% | Claim |
| 44 | EngageLab engagelab.com | 4.9% 95% CI 1.7–13.5% 3 mentions · avg pos 11.5 first pick 0% | — | CHATGPT 14.3%PERPLEXITY 9.5% | Claim |
| 45 | Textedly | 4.9% 95% CI 1.7–13.5% 3 mentions · avg pos 14 first pick 0% | — | PERPLEXITY 14.3% | Claim |
| 46 | Amazon SNS Best for: AI recommends Amazon SNS most when buyers ask “best push notification tools for web and mobile apps” (30% of those answers) | 4.9% 95% CI 1.7–13.5% 3 mentions · avg pos 15.3 first pick 0% | — | GROK 14.3%CHATGPT 14.3%PERPLEXITY 4.8% | Claim |
| 47 | Novu novu.co | 4.9% 95% CI 1.7–13.5% 3 mentions · avg pos 16 first pick 0% | — | GROK 14.3%GEMINI 5.3%CHATGPT 14.3% | Claim |
| 48 | Moosend moosend.com | 4.9% 95% CI 1.7–13.5% 3 mentions · avg pos 17 first pick 0% | — | GROK 14.3%GEMINI 5.3%PERPLEXITY 4.8% | Claim |
| 49 | Expo Notifications docs.expo.dev | 4.9% 95% CI 1.7–13.5% 3 mentions · avg pos 19.3 first pick 0% | — | GROK 14.3%GEMINI 5.3%CHATGPT 14.3% | Claim |
| 50 | Ntfy ntfy.sh | 4.9% 95% CI 1.7–13.5% 3 mentions · avg pos 19.3 first pick 0% | — | GROK 14.3%GEMINI 10.5% | Claim |
| 51 | UnifiedPush unifiedpush.org | 3.3% 95% CI 0.9–11.2% 2 mentions · avg pos 4 first pick 0% | — | PERPLEXITY 9.5% | Claim |
| 52 | Suprsend suprsend.com | 3.3% 95% CI 0.9–11.2% 2 mentions · avg pos 7 first pick 0% | — | CHATGPT 28.6% | Claim |
| 53 | Helply helply.com | 3.3% 95% CI 0.9–11.2% 2 mentions · avg pos 8 first pick 50% | — | GEMINI 5.3%PERPLEXITY 4.8% | Claim |
| 54 | EZ Texting eztexting.com | 3.3% 95% CI 0.9–11.2% 2 mentions · avg pos 8.5 first pick 0% | — | PERPLEXITY 9.5% | Claim |
| 55 | Chatwoot chatwoot.com | 3.3% 95% CI 0.9–11.2% 2 mentions · avg pos 10.5 first pick 0% | — | GEMINI 10.5% | Claim |
| 56 | Zoho zoho.com | 3.3% 95% CI 0.9–11.2% 2 mentions · avg pos 11 first pick 0% | — | GEMINI 5.3%PERPLEXITY 4.8% | Claim |
| 57 | Resend resend.com | 3.3% 95% CI 0.9–11.2% 2 mentions · avg pos 16 first pick 0% | — | GROK 14.3%CHATGPT 14.3% | Claim |
| 58 | Elastic Email elasticemail.com | 3.3% 95% CI 0.9–11.2% 2 mentions · avg pos 16.5 first pick 0% | — | GEMINI 10.5% | Claim |
| 59 | SendPulse sendpulse.com | 3.3% 95% CI 0.9–11.2% 2 mentions · avg pos 20 first pick 0% | — | GEMINI 10.5% | Claim |
| 60 | Supabase supabase.com | 3.3% 95% CI 0.9–11.2% 2 mentions · avg pos 33 first pick 0% | — | CHATGPT 28.6% | Claim |
| 61 | Dev.to dev.to | 3.3% 95% CI 0.9–11.2% 2 mentions first pick 0% | — | PERPLEXITY 9.5% | Claim |
| 62 | Google Groups groups.google.com | 3.3% 95% CI 0.9–11.2% 2 mentions first pick 0% | — | PERPLEXITY 9.5% | Claim |
| 63 | HubSpot CRM hubspot.com | 3.3% 95% CI 0.9–11.2% 2 mentions first pick 0% | — | GROK 14.3%GEMINI 5.3% | Claim |
| 64 | Markopolo markopolo.ai | 3.3% 95% CI 0.9–11.2% 2 mentions first pick 0% | — | PERPLEXITY 9.5% | Claim |
| 65 | Userpilot userpilot.com Best for: AI recommends Userpilot most when buyers ask “web push notifications vs in-app notifications for user engagement” (36.4% of those answers) | 3.3% 95% CI 0.9–11.2% 2 mentions first pick 0% | — | PERPLEXITY 9.5% | Claim |
| 66 | PushAlert pushalert.com | 1.6% 95% CI 0.3–8.7% 1 mentions · avg pos 1 first pick 100% | — | PERPLEXITY 4.8% | Claim |
| 67 | Batch batch.com | 1.6% 95% CI 0.3–8.7% 1 mentions · avg pos 2 first pick 0% | — | GROK 14.3% | Claim |
| 68 | SMSBump smsbump.com | 1.6% 95% CI 0.3–8.7% 1 mentions · avg pos 2 first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 69 | Backendless backendless.com | 1.6% 95% CI 0.3–8.7% 1 mentions · avg pos 3 first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 70 | Emarsys emarsys.com | 1.6% 95% CI 0.3–8.7% 1 mentions · avg pos 3 first pick 0% | — | GROK 14.3% | Claim |
| 71 | Laudspeaker | 1.6% 95% CI 0.3–8.7% 1 mentions · avg pos 4 first pick 0% | — | GEMINI 5.3% | Claim |
| 72 | Hextom hextom.com | 1.6% 95% CI 0.3–8.7% 1 mentions · avg pos 7 first pick 0% | — | GEMINI 5.3% | Claim |
| 73 | OpenAlternative openalternative.co | 1.6% 95% CI 0.3–8.7% 1 mentions · avg pos 17 first pick 0% | — | CHATGPT 14.3% | Claim |
| 74 | REVE Chat | 1.6% 95% CI 0.3–8.7% 1 mentions · avg pos 17 first pick 0% | — | GROK 14.3% | Claim |
| 75 | Sequenzy sequenzy.com | 1.6% 95% CI 0.3–8.7% 1 mentions · avg pos 25 first pick 0% | — | GEMINI 5.3% | Claim |
| 76 | Airtable airtable.com | 1.6% 95% CI 0.3–8.7% 1 mentions · avg pos 35 first pick 0% | — | GROK 14.3% | Claim |
| 77 | LaraPush | 1.6% 95% CI 0.3–8.7% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 78 | Mailchimp mailchimp.com | 1.6% 95% CI 0.3–8.7% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 79 | Mobiloud mobiloud.com Best for: AI recommends Mobiloud most when buyers ask “web push notifications vs in-app notifications for user engagement” (36.4% of those answers) | 1.6% 95% CI 0.3–8.7% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 80 | Optimove Real-Time CDP optimove.com | 1.6% 95% CI 0.3–8.7% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 81 | Sendbird sendbird.com | 1.6% 95% CI 0.3–8.7% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 82 | TextUs textus.com | 1.6% 95% CI 0.3–8.7% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 83 | Xcode developer.apple.com | 1.6% 95% CI 0.3–8.7% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
Reading the numbers: Share is a point estimate on 61 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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