What AI assistants actually recommend when buyers ask about customer loyalty software — measured weekly across 5 engines, published as open data.
Updated 2026-08-02 · 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 5, 2026 – Aug 2, 2026 (4-week rolling) · trend vs prior 4 weeks (44 answers)
Across 58 sampled AI answers from 5 engines, Loyalty Lion is recommended most often — appearing in 48.3% of recommendations, followed by Yotpo (46.6%) and Smile (34.5%).
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 | Loyalty Lion loyaltylion.com Best for: AI recommends Loyalty Lion most when buyers ask “what should I use to create a loyalty rewards program for my online store” (90.9% of those answers) | 48.3% 95% CI 35.9–60.8% 28 mentions · avg pos 4.6 first pick 10.7% | — | GROK 66.7%GEMINI 42.9%CHATGPT 100%CLAUDE 42.9%PERPLEXITY 42.9% | Claim |
| 2 | Yotpo yotpo.com Best for: AI recommends Yotpo most when buyers ask “best tools for building a points and rewards program” (90.9% of those answers) | 46.6% 95% CI 34.3–59.2% 27 mentions · avg pos 4.6 first pick 14.8% | — | GROK 100%GEMINI 42.9%CHATGPT 100%CLAUDE 14.3%PERPLEXITY 38.1% | Claim |
| 3 | Smile smile.io Best for: AI recommends Smile most when buyers ask “affordable alternatives to the leading loyalty and rewards platforms” (70% of those answers) | 34.5% 95% CI 23.6–47.3% 20 mentions · avg pos 2.1 first pick 60% | — | GROK 83.3%GEMINI 38.1%PERPLEXITY 33.3% | Claim |
| 4 | Open Loyalty openloyalty.io Best for: AI recommends Open Loyalty most when buyers ask “which loyalty platform has the best gamification and tiered rewards features” (63.6% of those answers) | 34.5% 95% CI 23.6–47.3% 20 mentions · avg pos 8.4 first pick 10% | — | GROK 66.7%GEMINI 4.8%CHATGPT 66.7%CLAUDE 14.3%PERPLEXITY 57.1% | Claim |
| 5 | Shopify shopify.com Best for: AI recommends Shopify most when buyers ask “best customer loyalty software for e-commerce brands” (70% of those answers) | 31% 95% CI 20.6–43.8% 18 mentions · avg pos 4.3 first pick 27.8% | — | GROK 16.7%GEMINI 42.9%CLAUDE 28.6%PERPLEXITY 28.6% | Claim |
| 6 | Antavo Best for: AI recommends Antavo most when buyers ask “best tools for building a points and rewards program” (54.5% of those answers) | 31% 95% CI 20.6–43.8% 18 mentions · avg pos 13.2 first pick 0% | — | GROK 33.3%GEMINI 42.9%CHATGPT 66.7%CLAUDE 14.3%PERPLEXITY 19% | Claim |
| 7 | BON Loyalty Best for: AI recommends BON Loyalty most when buyers ask “affordable alternatives to the leading loyalty and rewards platforms” (70% of those answers) | 25.9% 95% CI 16.3–38.4% 15 mentions · avg pos 5.4 first pick 26.7% | — | GROK 50%GEMINI 33.3%CLAUDE 14.3%PERPLEXITY 19% | Claim |
| 8 | Smile.io Best for: AI recommends Smile.io most when buyers ask “best tools for building a points and rewards program” (36.4% of those answers) | 25.9% 95% CI 16.3–38.4% 15 mentions · avg pos 6.1 first pick 46.7% | — | GEMINI 19%CHATGPT 100%CLAUDE 71.4%PERPLEXITY 14.3% | Claim |
| 9 | Rivo Best for: AI recommends Rivo most when buyers ask “what should I use to create a loyalty rewards program for my online store” (54.5% of those answers) | 25.9% 95% CI 16.3–38.4% 15 mentions · avg pos 6.4 first pick 20% | — | GROK 50%GEMINI 38.1%CHATGPT 33.3%CLAUDE 14.3%PERPLEXITY 9.5% | Claim |
| 10 | Annex Cloud Best for: AI recommends Annex Cloud most when buyers ask “what should I use to create a loyalty rewards program for my online store” (45.5% of those answers) | 25.9% 95% CI 16.3–38.4% 15 mentions · avg pos 11.2 first pick 6.7% | — | GROK 50%GEMINI 42.9%CHATGPT 33.3%PERPLEXITY 9.5% | Claim |
| 11 | Marsello Best for: AI recommends Marsello most when buyers ask “best tools for building a points and rewards program” (54.5% of those answers) | 24.1% 95% CI 15–36.5% 14 mentions · avg pos 7.8 first pick 0% | — | GROK 16.7%GEMINI 42.9%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 12 | WooCommerce Best for: AI recommends WooCommerce most when buyers ask “what should I use to create a loyalty rewards program for my online store” (81.8% of those answers) | 24.1% 95% CI 15–36.5% 14 mentions · avg pos 9.9 first pick 0% | — | GROK 33.3%GEMINI 33.3%CHATGPT 66.7%CLAUDE 14.3%PERPLEXITY 9.5% | Claim |
| 13 | Klaviyo klaviyo.com Best for: AI recommends Klaviyo most when buyers ask “best tools for building a points and rewards program” (63.6% of those answers) | 22.4% 95% CI 13.6–34.7% 13 mentions · avg pos 4.2 first pick 38.5% | — | GROK 66.7%GEMINI 28.6%CHATGPT 33.3%CLAUDE 14.3%PERPLEXITY 4.8% | Claim |
| 14 | Kangaroo Best for: AI recommends Kangaroo most when buyers ask “affordable alternatives to the leading loyalty and rewards platforms” (60% of those answers) | 20.7% 95% CI 12.3–32.8% 12 mentions · avg pos 6 first pick 0% | — | GROK 33.3%GEMINI 19%CHATGPT 33.3%PERPLEXITY 23.8% | Claim |
| 15 | Talon One Best for: AI recommends Talon One most when buyers ask “best tools for building a points and rewards program” (72.7% of those answers) | 20.7% 95% CI 12.3–32.8% 12 mentions · avg pos 9.8 first pick 8.3% | — | GROK 50%GEMINI 28.6%CHATGPT 66.7%PERPLEXITY 4.8% | Claim |
| 16 | Yotpo Loyalty Best for: AI recommends Yotpo Loyalty most when buyers ask “best tools for building a points and rewards program” (36.4% of those answers) | 19% 95% CI 10.9–30.9% 11 mentions · avg pos 5.2 first pick 0% | — | GROK 16.7%GEMINI 42.9%CHATGPT 33.3% | Claim |
| 17 | Capillary Best for: AI recommends Capillary most when buyers ask “best tools for building a points and rewards program” (54.5% of those answers) | 17.2% 95% CI 9.6–28.9% 10 mentions · avg pos 8 first pick 0% | — | GROK 66.7%GEMINI 14.3%CLAUDE 14.3%PERPLEXITY 9.5% | Claim |
| 18 | Growave Best for: AI recommends Growave most when buyers ask “best customer loyalty software for e-commerce brands” (40% of those answers) | 17.2% 95% CI 9.6–28.9% 10 mentions · avg pos 11.8 first pick 0% | — | GROK 50%GEMINI 28.6%PERPLEXITY 4.8% | Claim |
| 19 | Loopy Loyalty Best for: AI recommends Loopy Loyalty most when buyers ask “affordable alternatives to the leading loyalty and rewards platforms” (80% of those answers) | 15.5% 95% CI 8.4–26.9% 9 mentions · avg pos 5 first pick 11.1% | — | GROK 16.7%GEMINI 19%PERPLEXITY 19% | Claim |
| 20 | Salesforce Best for: AI recommends Salesforce most when buyers ask “affordable alternatives to the leading loyalty and rewards platforms” (30% of those answers) | 15.5% 95% CI 8.4–26.9% 9 mentions · avg pos 7.3 first pick 22.2% | — | GROK 33.3%GEMINI 14.3%CHATGPT 33.3%PERPLEXITY 14.3% | Claim |
| 21 | Capillary Technologies Best for: AI recommends Capillary Technologies most when buyers ask “best tools for building a points and rewards program” (54.5% of those answers) | 15.5% 95% CI 8.4–26.9% 9 mentions · avg pos 8 first pick 0% | — | GROK 66.7%GEMINI 14.3%CLAUDE 14.3%PERPLEXITY 4.8% | Claim |
| 22 | Antavo AI Loyalty Cloud antavo.com | 12.1% 95% CI 6–22.9% 7 mentions · avg pos 4.8 first pick 14.3% | — | GROK 33.3%GEMINI 4.8%CHATGPT 33.3%PERPLEXITY 14.3% | Claim |
| 23 | Square square.com Best for: AI recommends Square most when buyers ask “affordable alternatives to the leading loyalty and rewards platforms” (50% of those answers) | 12.1% 95% CI 6–22.9% 7 mentions · avg pos 5.1 first pick 0% | — | GROK 16.7%GEMINI 19%CLAUDE 14.3%PERPLEXITY 4.8% | Claim |
| 24 | Voucherify voucherify.io Best for: AI recommends Voucherify most when buyers ask “affordable alternatives to the leading loyalty and rewards platforms” (30% of those answers) | 12.1% 95% CI 6–22.9% 7 mentions · avg pos 5.8 first pick 0% | — | GROK 33.3%GEMINI 4.8%CHATGPT 33.3%PERPLEXITY 14.3% | Claim |
| 25 | Magento magento.com Best for: AI recommends Magento most when buyers ask “best customer loyalty software for e-commerce brands” (50% of those answers) | 10.3% 95% CI 4.8–20.8% 6 mentions · avg pos 4 first pick 0% | — | GEMINI 19%CHATGPT 33.3%PERPLEXITY 4.8% | Claim |
| 26 | Kangaroo Rewards | 10.3% 95% CI 4.8–20.8% 6 mentions · avg pos 7 first pick 0% | — | GROK 16.7%GEMINI 19%CHATGPT 33.3% | Claim |
| 27 | Fivestars fivestars.com Best for: AI recommends Fivestars most when buyers ask “affordable alternatives to the leading loyalty and rewards platforms” (40% of those answers) | 10.3% 95% CI 4.8–20.8% 6 mentions · avg pos 8.2 first pick 0% | — | GROK 16.7%GEMINI 14.3%PERPLEXITY 9.5% | Claim |
| 28 | Joy Loyalty Program & Rewards | 10.3% 95% CI 4.8–20.8% 6 mentions · avg pos 9.7 first pick 0% | — | GEMINI 28.6% | Claim |
| 29 | Salesforce Loyalty Best for: AI recommends Salesforce Loyalty most when buyers ask “affordable alternatives to the leading loyalty and rewards platforms” (30% of those answers) | 10.3% 95% CI 4.8–20.8% 6 mentions · avg pos 11 first pick 0% | — | GROK 33.3%GEMINI 9.5%PERPLEXITY 9.5% | Claim |
| 30 | Bubblehouse Best for: AI recommends Bubblehouse most when buyers ask “which loyalty platform has the best gamification and tiered rewards features” (72.7% of those answers) | 8.6% 95% CI 3.7–18.6% 5 mentions · avg pos 1.5 first pick 40% | — | GROK 16.7%GEMINI 4.8%PERPLEXITY 14.3% | Claim |
| 31 | Loyalzoo loyalzoo.com Best for: AI recommends Loyalzoo most when buyers ask “affordable alternatives to the leading loyalty and rewards platforms” (50% of those answers) | 8.6% 95% CI 3.7–18.6% 5 mentions · avg pos 6.4 first pick 0% | — | GROK 16.7%GEMINI 4.8%PERPLEXITY 14.3% | Claim |
| 32 | Apple Wallet Best for: AI recommends Apple Wallet most when buyers ask “affordable alternatives to the leading loyalty and rewards platforms” (50% of those answers) | 8.6% 95% CI 3.7–18.6% 5 mentions · avg pos 8.2 first pick 0% | — | GEMINI 19%CLAUDE 14.3% | Claim |
| 33 | LoyaltyNest cfcs.co.in Best for: AI recommends LoyaltyNest most when buyers ask “which loyalty platform has the best gamification and tiered rewards features” (54.5% of those answers) | 6.9% 95% CI 2.7–16.4% 4 mentions · avg pos 3 first pick 25% | — | GROK 16.7%PERPLEXITY 14.3% | Claim |
| 34 | NeoDay neoday.com Best for: AI recommends NeoDay most when buyers ask “which loyalty platform has the best gamification and tiered rewards features” (63.6% of those answers) | 6.9% 95% CI 2.7–16.4% 4 mentions · avg pos 4 first pick 0% | — | GROK 16.7%GEMINI 4.8%PERPLEXITY 9.5% | Claim |
| 35 | Google Wallet Best for: AI recommends Google Wallet most when buyers ask “affordable alternatives to the leading loyalty and rewards platforms” (40% of those answers) | 6.9% 95% CI 2.7–16.4% 4 mentions · avg pos 6 first pick 0% | — | CLAUDE 28.6%PERPLEXITY 9.5% | Claim |
| 36 | Stamped Best for: AI recommends Stamped most when buyers ask “best tools for building a points and rewards program” (36.4% of those answers) | 6.9% 95% CI 2.7–16.4% 4 mentions · avg pos 8 first pick 0% | — | GROK 16.7%GEMINI 14.3% | Claim |
| 37 | White Label Loyalty | 6.9% 95% CI 2.7–16.4% 4 mentions · avg pos 9.5 first pick 0% | — | GROK 16.7%GEMINI 14.3% | Claim |
| 38 | Nector | 6.9% 95% CI 2.7–16.4% 4 mentions · avg pos 10 first pick 0% | — | GROK 16.7%GEMINI 9.5%PERPLEXITY 4.8% | Claim |
| 39 | Zinrelo | 6.9% 95% CI 2.7–16.4% 4 mentions · avg pos 10 first pick 0% | — | GROK 16.7%GEMINI 9.5%PERPLEXITY 4.8% | Claim |
| 40 | Sephora | 6.9% 95% CI 2.7–16.4% 4 mentions · avg pos 21 first pick 0% | — | GROK 50%GEMINI 4.8% | Claim |
| 41 | Starbucks | 5.2% 95% CI 1.8–14.1% 3 mentions · avg pos 1 first pick 33.3% | — | GROK 33.3%GEMINI 4.8% | Claim |
| 42 | Rise.ai rise.ai | 5.2% 95% CI 1.8–14.1% 3 mentions · avg pos 4.7 first pick 0% | — | GROK 16.7%CLAUDE 14.3%PERPLEXITY 4.8% | Claim |
| 43 | Stamp Me | 5.2% 95% CI 1.8–14.1% 3 mentions · avg pos 5.3 first pick 0% | — | GEMINI 9.5%CLAUDE 14.3% | Claim |
| 44 | Joy Loyalty | 5.2% 95% CI 1.8–14.1% 3 mentions · avg pos 10.3 first pick 0% | — | GEMINI 14.3% | Claim |
| 45 | Emarsys emarsys.com Best for: AI recommends Emarsys most when buyers ask “points-based loyalty programs vs cashback loyalty models for DTC brands” (33.3% of those answers) | 5.2% 95% CI 1.8–14.1% 3 mentions · avg pos 16 first pick 0% | — | GROK 16.7%GEMINI 4.8%PERPLEXITY 4.8% | Claim |
| 46 | Nector.io nector.io Best for: AI recommends Nector.io most when buyers ask “points-based loyalty programs vs cashback loyalty models for DTC brands” (55.6% of those answers) | 5.2% 95% CI 1.8–14.1% 3 mentions first pick 0% | — | GROK 16.7%PERPLEXITY 9.5% | Claim |
| 47 | Starbucks Rewards starbucks.com | 3.4% 95% CI 1–11.7% 2 mentions · avg pos 1 first pick 50% | — | GROK 33.3% | Claim |
| 48 | Brierley brierley.com | 3.4% 95% CI 1–11.7% 2 mentions · avg pos 6.5 first pick 0% | — | GROK 33.3% | Claim |
| 49 | BonusQR Best for: AI recommends BonusQR most when buyers ask “affordable alternatives to the leading loyalty and rewards platforms” (30% of those answers) | 3.4% 95% CI 1–11.7% 2 mentions · avg pos 9 first pick 0% | — | GEMINI 4.8%CLAUDE 14.3% | Claim |
| 50 | TapMango tapmango.com | 3.4% 95% CI 1–11.7% 2 mentions · avg pos 9.5 first pick 0% | — | GEMINI 4.8%CHATGPT 33.3% | Claim |
| 51 | Awardco | 3.4% 95% CI 1–11.7% 2 mentions · avg pos 10 first pick 0% | — | PERPLEXITY 9.5% | Claim |
| 52 | CHCKN | 3.4% 95% CI 1–11.7% 2 mentions · avg pos 11.5 first pick 0% | — | GEMINI 9.5% | Claim |
| 53 | Piggy | 3.4% 95% CI 1–11.7% 2 mentions · avg pos 12 first pick 0% | — | GEMINI 4.8%CLAUDE 14.3% | Claim |
| 54 | SessionM | 3.4% 95% CI 1–11.7% 2 mentions · avg pos 15 first pick 0% | — | GEMINI 4.8%CLAUDE 14.3% | Claim |
| 55 | HubSpot CRM hubspot.com | 3.4% 95% CI 1–11.7% 2 mentions · avg pos 20 first pick 0% | — | GROK 16.7%GEMINI 4.8% | Claim |
| 56 | Woo Marketplace woocommerce.com | 3.4% 95% CI 1–11.7% 2 mentions · avg pos 20 first pick 0% | — | CHATGPT 33.3%PERPLEXITY 4.8% | Claim |
| 57 | Sephora Beauty Insider sephora.com | 3.4% 95% CI 1–11.7% 2 mentions · avg pos 40 first pick 0% | — | GROK 33.3% | Claim |
| 58 | F6S f6s.com | 3.4% 95% CI 1–11.7% 2 mentions first pick 0% | — | PERPLEXITY 9.5% | Claim |
| 59 | Oracle AI oracle.com | 3.4% 95% CI 1–11.7% 2 mentions first pick 0% | — | GROK 16.7%PERPLEXITY 4.8% | Claim |
| 60 | Perkstar perkstar.co.uk Best for: AI recommends Perkstar most when buyers ask “how do I increase customer repeat purchase rate with a loyalty program” (30% of those answers) | 3.4% 95% CI 1–11.7% 2 mentions first pick 0% | — | PERPLEXITY 9.5% | Claim |
| 61 | Mailchimp mailchimp.com | 1.7% 95% CI 0.3–9.1% 1 mentions · avg pos 1 first pick 100% | — | GEMINI 4.8% | Claim |
| 62 | Easy Digital Downloads easydigitaldownloads.com | 1.7% 95% CI 0.3–9.1% 1 mentions · avg pos 2 first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 63 | BlueConic CDP blueconic.com Best for: AI recommends BlueConic CDP most when buyers ask “best customer loyalty software for e-commerce brands” (30% of those answers) | 1.7% 95% CI 0.3–9.1% 1 mentions · avg pos 3 first pick 0% | — | GROK 16.7% | Claim |
| 64 | Candy Rack | 1.7% 95% CI 0.3–9.1% 1 mentions · avg pos 3 first pick 0% | — | CLAUDE 14.3% | Claim |
| 65 | Zendesk zendesk.com | 1.7% 95% CI 0.3–9.1% 1 mentions · avg pos 4 first pick 0% | — | GROK 16.7% | Claim |
| 66 | Comarch Loyalty Management comarch.com | 1.7% 95% CI 0.3–9.1% 1 mentions · avg pos 5 first pick 0% | — | CHATGPT 33.3% | Claim |
| 67 | Okendo | 1.7% 95% CI 0.3–9.1% 1 mentions · avg pos 6 first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 68 | Stamped.io | 1.7% 95% CI 0.3–9.1% 1 mentions · avg pos 7 first pick 0% | — | GROK 16.7% | Claim |
| 69 | Zoho zoho.com | 1.7% 95% CI 0.3–9.1% 1 mentions · avg pos 7 first pick 0% | — | GEMINI 4.8% | Claim |
| 70 | 99minds 99minds.io | 1.7% 95% CI 0.3–9.1% 1 mentions · avg pos 8 first pick 0% | — | GEMINI 4.8% | Claim |
| 71 | Tango tango.ai | 1.7% 95% CI 0.3–9.1% 1 mentions · avg pos 8 first pick 0% | — | GEMINI 4.8% | Claim |
| 72 | Tremendous tremendous.com | 1.7% 95% CI 0.3–9.1% 1 mentions · avg pos 8 first pick 0% | — | GEMINI 4.8% | Claim |
| 73 | Loyalty Gator | 1.7% 95% CI 0.3–9.1% 1 mentions · avg pos 12 first pick 0% | — | GEMINI 4.8% | Claim |
| 74 | Toast Payroll Suite pos.toasttab.com | 1.7% 95% CI 0.3–9.1% 1 mentions · avg pos 15 first pick 0% | — | GEMINI 4.8% | Claim |
| 75 | Agentforce salesforce.com | 1.7% 95% CI 0.3–9.1% 1 mentions · avg pos 18 first pick 0% | — | CHATGPT 33.3% | Claim |
| 76 | Appy Pie appypie.com | 1.7% 95% CI 0.3–9.1% 1 mentions · avg pos 21 first pick 0% | — | GROK 16.7% | Claim |
| 77 | CCBill ccbill.com Best for: AI recommends CCBill most when buyers ask “how do I increase customer repeat purchase rate with a loyalty program” (30% of those answers) | 1.7% 95% CI 0.3–9.1% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 78 | CleverTap clevertap.com | 1.7% 95% CI 0.3–9.1% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 79 | CrowdTwist crowdtwist.com | 1.7% 95% CI 0.3–9.1% 1 mentions first pick 0% | — | GROK 16.7% | Claim |
| 80 | Elementor elementor.com | 1.7% 95% CI 0.3–9.1% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 81 | Embertribe embertribe.com Best for: AI recommends Embertribe most when buyers ask “points-based loyalty programs vs cashback loyalty models for DTC brands” (33.3% of those answers) | 1.7% 95% CI 0.3–9.1% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 82 | GoDaddy godaddy.com | 1.7% 95% CI 0.3–9.1% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 83 | Love Loyalty | 1.7% 95% CI 0.3–9.1% 1 mentions first pick 0% | — | GROK 16.7% | Claim |
| 84 | Loyalty Reward Co loyaltyrewardco.com Best for: AI recommends Loyalty Reward Co most when buyers ask “points-based loyalty programs vs cashback loyalty models for DTC brands” (33.3% of those answers) | 1.7% 95% CI 0.3–9.1% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 85 | MyPOS mypos.com Best for: AI recommends MyPOS most when buyers ask “how do I increase customer repeat purchase rate with a loyalty program” (30% of those answers) | 1.7% 95% CI 0.3–9.1% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 86 | Nectar nectarhr.com | 1.7% 95% CI 0.3–9.1% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 87 | NerdWallet nerdwallet.com | 1.7% 95% CI 0.3–9.1% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 88 | Nike Membership nike.com | 1.7% 95% CI 0.3–9.1% 1 mentions first pick 0% | — | GROK 16.7% | Claim |
| 89 | Queue-it queue-it.com Best for: AI recommends Queue-it most when buyers ask “points-based loyalty programs vs cashback loyalty models for DTC brands” (33.3% of those answers) | 1.7% 95% CI 0.3–9.1% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 90 | Razorpay razorpay.com Best for: AI recommends Razorpay most when buyers ask “points-based loyalty programs vs cashback loyalty models for DTC brands” (33.3% of those answers) | 1.7% 95% CI 0.3–9.1% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 91 | Sender sender.net | 1.7% 95% CI 0.3–9.1% 1 mentions first pick 0% | — | GROK 16.7% | Claim |
| 92 | Shopify affiliate apps apps.shopify.com | 1.7% 95% CI 0.3–9.1% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 93 | TechTarget techtarget.com | 1.7% 95% CI 0.3–9.1% 1 mentions first pick 0% | — | GROK 16.7% | Claim |
| 94 | wpbeginner.com wpbeginner.com | 1.7% 95% CI 0.3–9.1% 1 mentions first pick 0% | — | GROK 16.7% | 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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