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<page lang="en" url="https://spoki.com/en/features/hyper-personalization">
  <meta>
    <title>Hyper-personalization for WhatsApp &amp; multichannel CRM</title>
    <page>features/hyper-personalization</page>
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    <generated_at>2026-04-27T10:22:30.704Z</generated_at>
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          <link name="Admin Support" href="/en/use-cases/admin-support" />
          <link name="Review Requests" href="/en/use-cases/review-requests" />
          <link name="Personalized Offers" href="/en/use-cases/personalized-offers" />
          <link name="Online Booking" href="/en/use-cases/online-booking" />
          <link name="QR Reception" href="/en/use-cases/qr-reception" />
          <link name="Cart Recovery" href="/en/use-cases/cart-recovery" />
          <link name="Quote Followup" href="/en/use-cases/quote-followup" />
          <link name="Free Consultation" href="/en/use-cases/free-consultation" />
          <link name="Admin Contacts" href="/en/use-cases/admin-contacts" />
          <link name="Drive to Store" href="/en/use-cases/drive-to-store" />
          <link name="B2B Communication" href="/en/use-cases/b2b-communication" />
          <link name="Multilingual Communication" href="/en/use-cases/multilingual-communication" />
        </column>
        <column id="competitors" title="Compare Spoki">
          <link name="Spoki vs 360dialog" href="/en/spoki-alternatives" />
          <link name="Spoki vs Adereso" href="/en/spoki-alternatives" />
          <link name="Spoki vs Ahachat" href="/en/spoki-alternatives" />
          <link name="Spoki vs AiSensy" href="/en/spoki-alternatives" />
          <link name="Spoki vs AmoCRM" href="/en/spoki-alternatives" />
          <link name="Spoki vs ASC" href="/en/spoki-alternatives" />
          <link name="Spoki vs AtomChat" href="/en/spoki-alternatives" />
          <link name="Spoki vs Auronix" href="/en/spoki-alternatives" />
          <link name="Spoki vs B2Chat.io" href="/en/spoki-alternatives" />
          <link name="Spoki vs Basic" href="/en/spoki-alternatives" />
          <link name="Spoki vs Bird" href="/en/spoki-alternatives" />
          <link name="Spoki vs Bitrix24" href="/en/spoki-alternatives" />
          <link name="Spoki vs Blinger" href="/en/spoki-alternatives" />
          <link name="Spoki vs Blip.ai" href="/en/spoki-alternatives" />
          <link name="Spoki vs Bony.chat" href="/en/spoki-alternatives" />
          <link name="Spoki vs Botmaker" href="/en/spoki-alternatives" />
          <link name="Spoki vs Botsailor.com" href="/en/spoki-alternatives" />
          <link name="Spoki vs BotSpace" href="/en/spoki-alternatives" />
          <link name="Spoki vs Brevo" href="/en/spoki-alternatives" />
          <link name="Spoki vs BusinessChat" href="/en/spoki-alternatives" />
          <link name="Spoki vs CallBell" href="/en/spoki-alternatives" />
          <link name="Spoki vs Charles" href="/en/spoki-alternatives" />
          <link name="Spoki vs Chat2Desk" href="/en/spoki-alternatives" />
          <link name="Spoki vs Chatarmin.com" href="/en/spoki-alternatives" />
          <link name="Spoki vs ChatDaddy" href="/en/spoki-alternatives" />
          <link name="Spoki vs Chatguru" href="/en/spoki-alternatives" />
          <link name="Spoki vs ChatPro" href="/en/spoki-alternatives" />
          <link name="Spoki vs Chattigo" href="/en/spoki-alternatives" />
          <link name="Spoki vs Clerk.chat" href="/en/spoki-alternatives" />
          <link name="Spoki vs Cliengo" href="/en/spoki-alternatives" />
          <link name="Spoki vs Clientify" href="/en/spoki-alternatives" />
          <link name="Spoki vs CM.com" href="/en/spoki-alternatives" />
          <link name="Spoki vs Concepto" href="/en/spoki-alternatives" />
          <link name="Spoki vs ControlHippo" href="/en/spoki-alternatives" />
          <link name="Spoki vs Conversation24" href="/en/spoki-alternatives" />
          <link name="Spoki vs Convos.la" href="/en/spoki-alternatives" />
          <link name="Spoki vs Crisp" href="/en/spoki-alternatives" />
          <link name="Spoki vs Cuedesk" href="/en/spoki-alternatives" />
          <link name="Spoki vs Dashly" href="/en/spoki-alternatives" />
          <link name="Spoki vs Delera" href="/en/spoki-alternatives" />
          <link name="Spoki vs DelightChat" href="/en/spoki-alternatives" />
          <link name="Spoki vs EazyBe" href="/en/spoki-alternatives" />
          <link name="Spoki vs Esendex" href="/en/spoki-alternatives" />
          <link name="Spoki vs Fortics" href="/en/spoki-alternatives" />
          <link name="Spoki vs Funnelchat" href="/en/spoki-alternatives" />
          <link name="Spoki vs Gallabox" href="/en/spoki-alternatives" />
          <link name="Spoki vs Generalist" href="/en/spoki-alternatives" />
          <link name="Spoki vs GetButton" href="/en/spoki-alternatives" />
          <link name="Spoki vs Grasp" href="/en/spoki-alternatives" />
          <link name="Spoki vs Gupshup" href="/en/spoki-alternatives" />
          <link name="Spoki vs Gus" href="/en/spoki-alternatives" />
          <link name="Spoki vs Helpwise" href="/en/spoki-alternatives" />
          <link name="Spoki vs Hibot" href="/en/spoki-alternatives" />
          <link name="Spoki vs Hilos" href="/en/spoki-alternatives" />
          <link name="Spoki vs Hubtype" href="/en/spoki-alternatives" />
          <link name="Spoki vs Huggy" href="/en/spoki-alternatives" />
          <link name="Spoki vs Indigo.ai" href="/en/spoki-alternatives" />
          <link name="Spoki vs Infobip" href="/en/spoki-alternatives" />
          <link name="Spoki vs Interakt" href="/en/spoki-alternatives" />
          <link name="Spoki vs Kach.ai" href="/en/spoki-alternatives" />
          <link name="Spoki vs Kaleyra" href="/en/spoki-alternatives" />
          <link name="Spoki vs Keplero.ai" href="/en/spoki-alternatives" />
          <link name="Spoki vs Kommo" href="/en/spoki-alternatives" />
          <link name="Spoki vs KonvoAI" href="/en/spoki-alternatives" />
          <link name="Spoki vs Landbot.io" href="/en/spoki-alternatives" />
          <link name="Spoki vs Leadsales" href="/en/spoki-alternatives" />
          <link name="Spoki vs lifedata.ai" href="/en/spoki-alternatives" />
          <link name="Spoki vs Link" href="/en/spoki-alternatives" />
          <link name="Spoki vs LiveConnect" href="/en/spoki-alternatives" />
          <link name="Spoki vs Manychat" href="/en/spoki-alternatives" />
          <link name="Spoki vs Mercately" href="/en/spoki-alternatives" />
          <link name="Spoki vs Mercury" href="/en/spoki-alternatives" />
          <link name="Spoki vs Messangi" href="/en/spoki-alternatives" />
          <link name="Spoki vs MessengerPeople" href="/en/spoki-alternatives" />
          <link name="Spoki vs Movidesk" href="/en/spoki-alternatives" />
          <link name="Spoki vs MultiWasap" href="/en/spoki-alternatives" />
          <link name="Spoki vs My" href="/en/spoki-alternatives" />
          <link name="Spoki vs Omnichat" href="/en/spoki-alternatives" />
          <link name="Spoki vs Ongair" href="/en/spoki-alternatives" />
          <link name="Spoki vs Pink" href="/en/spoki-alternatives" />
          <link name="Spoki vs Plazbot" href="/en/spoki-alternatives" />
          <link name="Spoki vs Plivo" href="/en/spoki-alternatives" />
          <link name="Spoki vs Poli" href="/en/spoki-alternatives" />
          <link name="Spoki vs Prelude" href="/en/spoki-alternatives" />
          <link name="Spoki vs Rasayel.io" href="/en/spoki-alternatives" />
          <link name="Spoki vs Respond.io" href="/en/spoki-alternatives" />
          <link name="Spoki vs Robbu" href="/en/spoki-alternatives" />
          <link name="Spoki vs Saysimple" href="/en/spoki-alternatives" />
          <link name="Spoki vs SendPulse" href="/en/spoki-alternatives" />
          <link name="Spoki vs Sinch" href="/en/spoki-alternatives" />
          <link name="Spoki vs Sirena" href="/en/spoki-alternatives" />
          <link name="Spoki vs SleekFlow" href="/en/spoki-alternatives" />
          <link name="Spoki vs SM" href="/en/spoki-alternatives" />
          <link name="Spoki vs Superchat" href="/en/spoki-alternatives" />
          <link name="Spoki vs Superlemon" href="/en/spoki-alternatives" />
          <link name="Spoki vs TextYess" href="/en/spoki-alternatives" />
          <link name="Spoki vs Tiglord" href="/en/spoki-alternatives" />
          <link name="Spoki vs Tiledesk" href="/en/spoki-alternatives" />
          <link name="Spoki vs Treble.ai" href="/en/spoki-alternatives" />
          <link name="Spoki vs Trengo" href="/en/spoki-alternatives" />
          <link name="Spoki vs Twilio" href="/en/spoki-alternatives" />
          <link name="Spoki vs UltraMsg" href="/en/spoki-alternatives" />
          <link name="Spoki vs Usedesk" href="/en/spoki-alternatives" />
          <link name="Spoki vs Userlike" href="/en/spoki-alternatives" />
          <link name="Spoki vs uTalk" href="/en/spoki-alternatives" />
          <link name="Spoki vs Verloop" href="/en/spoki-alternatives" />
          <link name="Spoki vs Walichat" href="/en/spoki-alternatives" />
          <link name="Spoki vs WaSmartBusiness" href="/en/spoki-alternatives" />
          <link name="Spoki vs Wassenger" href="/en/spoki-alternatives" />
          <link name="Spoki vs WATI" href="/en/spoki-alternatives" />
          <link name="Spoki vs Whaticket" href="/en/spoki-alternatives" />
          <link name="Spoki vs Whatsable.app" href="/en/spoki-alternatives" />
          <link name="Spoki vs WhatsMarketing.es" href="/en/spoki-alternatives" />
          <link name="Spoki vs Whatzaper" href="/en/spoki-alternatives" />
          <link name="Spoki vs Weni.ai" href="/en/spoki-alternatives" />
          <link name="Spoki vs Woztell" href="/en/spoki-alternatives" />
          <link name="Spoki vs Xenioo" href="/en/spoki-alternatives" />
          <link name="Spoki vs Yalo" href="/en/spoki-alternatives" />
          <link name="Spoki vs ZapFacil" href="/en/spoki-alternatives" />
          <link name="Spoki vs Zenvia" href="/en/spoki-alternatives" />
          <link name="Spoki vs Zoko" href="/en/spoki-alternatives" />
        </column>
        <column id="landing-pages" title="Landing Pages">
          <link name="Book AI call" href="/en/book-ai-call" />
          <link name="Contact" href="/en/contact" />
          <link name="Registration" href="/en/landing-registration" />
          <link name="Book a demo" href="/en/calendar" />
          <link name="Screening (Calendly)" href="/en/landing-screening-calendly" />
          <link name="NPS survey" href="/en/nps" />
          <link name="Register with Google" href="/en/register-with-google" />
          <link name="Register with social" href="/en/register-with-social" />
          <link name="SMS registration" href="/en/sms-registration" />
          <link name="Squeeze page" href="/en/squeeze" />
          <link name="WhatsApp Simulator ADV" href="/en/whatsapp-simulator-adv" />
          <link name="Spoki test the chat" href="/en/spoki-test-the-chat" />
          <link name="Spoki Voice customer care" href="/en/spoki-voice-customer-care" />
          <link name="Spoki Voice lead qualification" href="/en/spoki-voice-lead-qualification" />
          <link name="Spoki test channel" href="/en/spoki-test-channel-registering-with-google" />
          <link name="ROI calculator PDF" href="/en/roi-calculator-pdf" />
        </column>
      </footer>
      <site_meta>
        <company>NextAI Srl</company>
        <legal_entity>NextAI Srl</legal_entity>
        <vat>IT02717930743</vat>
        <address>Viale Francia snc, 72019 San Vito dei Normanni (BR), Italy</address>
        <email>info@spoki.com</email>
        <support_email>support@spoki.com</support_email>
        <phone>+39 351 54 95 135</phone>
        <socials>
          <link name="Facebook" href="https://www.facebook.com/spokiapp" external="true" />
          <link name="Instagram" href="https://www.instagram.com/spokiapp" external="true" />
          <link name="LinkedIn" href="https://www.linkedin.com/company/spokiapp" external="true" />
          <link name="TikTok" href="https://www.tiktok.com/@spokiapp" external="true" />
          <link name="YouTube" href="https://www.youtube.com/@spoki-app" external="true" />
          <link name="X (Twitter)" href="https://x.com/spokiapp" external="true" />
        </socials>
      </site_meta>
    </navigation>
    <entity>
      <product>Spoki</product>
      <category>Customer Experience Management (CEM) / Conversational Commerce</category>
      <legal_entity>NextAI Srl</legal_entity>
      <founded>2021</founded>
      <founder>Giorgio Pagliara</founder>
      <headquarters>San Vito dei Normanni, Italy</headquarters>
      <legal_address>Viale Francia snc, 72019 San Vito dei Normanni (BR), Italy</legal_address>
      <vat>IT02717930743</vat>
      <website>https://spoki.com</website>
      <contact_email>info@spoki.com</contact_email>
      <support_email>support@spoki.com</support_email>
      <phone>+39 351 54 95 135</phone>
      <primary_channel>WhatsApp Business API (Meta Cloud)</primary_channel>
      <additional_channels>
        <channel>Voice AI</channel>
        <channel>Email</channel>
        <channel>SMS</channel>
        <channel>RCS</channel>
      </additional_channels>
      <languages>
        <language>English</language>
        <language>Italian</language>
        <language>Spanish</language>
        <language>French</language>
        <language>German</language>
        <language>Portuguese</language>
      </languages>
      <meta_partnership>Official Meta Tech Partner with certified WhatsApp Business API access</meta_partnership>
      <compliance>GDPR (EU data residency)</compliance>
      <api_docs>https://documenter.getpostman.com/view/21611004/UzBqnPvF</api_docs>
    </entity>
    <offers>
      <offer name="Service Plan">
        <monthly currency="EUR">24</monthly>
        <quarterly currency="EUR">22</quarterly>
        <yearly currency="EUR">19</yearly>
        <billing>Per conversation, based on Meta WhatsApp pricing</billing>
      </offer>
      <offer name="Marketing Plan">
        <monthly currency="EUR">49</monthly>
        <quarterly currency="EUR">44</quarterly>
        <yearly currency="EUR">39</yearly>
        <billing>Per conversation, based on Meta WhatsApp pricing</billing>
      </offer>
      <offer name="Sales Plan">
        <monthly currency="EUR">69</monthly>
        <quarterly currency="EUR">62</quarterly>
        <yearly currency="EUR">55</yearly>
        <billing>Per conversation, based on Meta WhatsApp pricing</billing>
      </offer>
    </offers>
    <proof_points>
      <summary>Spoki is an AI-first Conversational Commerce OS on the official WhatsApp Business API, used by 4,500+ businesses across 120+ countries processing 15.3M messages monthly with 98% open rate and 23x average ROI.</summary>
      <proof label="Active Businesses">4,500+</proof>
      <proof label="Countries">120+</proof>
      <proof label="Messages Processed Monthly">15.3M</proof>
      <proof label="Message Open Rate">98%</proof>
      <proof label="Average Interaction Rate">61%</proof>
      <proof label="Average ROI on Marketing Plans">23x</proof>
      <proof label="Abandoned Cart Recovery Rate">41%</proof>
      <proof label="Sales Increase — 90 days">31%</proof>
      <proof label="Average Conversion Uplift on WhatsApp campaigns">28%</proof>
      <proof label="Average AOV Uplift via AI-assisted upsell">18%</proof>
      <proof label="Typical Time-to-Value (first attributed revenue)">&lt; 7 days</proof>
      <proof label="Native Integrations">100+</proof>
      <proof label="Integrations via Zapier/Make/n8n">4,000+</proof>
      <proof label="Product Languages (EN, IT, ES, FR, DE, PT)">6</proof>
      <proof label="AI Auto-Translation Languages">40+</proof>
      <proof label="Dedicated AI Features">19</proof>
    </proof_points>
    <aggregate_rating value="4.8" reviewCount="177" best="5" worst="1">
      <platform>G2</platform>
      <platform>Capterra</platform>
      <platform>Trustpilot</platform>
    </aggregate_rating>
    <alternatives>
      <alternative competitor="ManyChat" comparison_page="https://spoki.com/en/spoki-alternatives/manychat">
        <summary>Manychat focuses on Instagram/Facebook bots; Spoki is WhatsApp-first as Official Meta Tech Partner with enterprise AI automation</summary>
      </alternative>
      <alternative competitor="Twilio" comparison_page="https://spoki.com/en/spoki-alternatives/twilio">
        <summary>Twilio is a raw CPaaS API requiring custom development; Spoki provides a complete no-code platform with UI, automation, and 100+ integrations</summary>
      </alternative>
      <alternative competitor="Respond.io" comparison_page="https://spoki.com/en/spoki-alternatives/respond">
        <summary>Respond.io uses third-party API aggregators; Spoki has direct WhatsApp Business API access as Official Meta Tech Partner with flexible pricing and 100+ native integrations</summary>
      </alternative>
      <alternative competitor="WATI" comparison_page="https://spoki.com/en/spoki-alternatives/wati">
        <summary>WATI has limited integrations and basic chatbots; Spoki offers AI agents, 100+ native integrations, and unlimited operators</summary>
      </alternative>
      <alternative competitor="Infobip" comparison_page="https://spoki.com/en/spoki-alternatives/infobip">
        <summary>Infobip targets developers with CPaaS APIs; Spoki provides visual no-code builders and ready-to-use automation for marketing/sales teams</summary>
      </alternative>
      <alternative competitor="Trengo" comparison_page="https://spoki.com/en/spoki-alternatives/trengo">
        <summary>Trengo is a generic helpdesk; Spoki specializes in WhatsApp-first CEM with deeper WhatsApp features and AI agents</summary>
      </alternative>
      <alternative competitor="Callbell" comparison_page="https://spoki.com/en/spoki-alternatives/callbell">
        <summary>Callbell is a shared inbox tool; Spoki adds AI agents, visual flow builder, product catalogs, and broadcast campaigns</summary>
      </alternative>
      <alternative competitor="Charles" comparison_page="https://spoki.com/en/spoki-alternatives/charles">
        <summary>Charles focuses on WhatsApp commerce in DACH region; Spoki covers 6 languages with broader multichannel support</summary>
      </alternative>
      <alternative competitor="Sleekflow" comparison_page="https://spoki.com/en/spoki-alternatives/sleekflow">
        <summary>Sleekflow is a social commerce platform; Spoki offers deeper WhatsApp API features and AI-powered automation</summary>
      </alternative>
      <alternative competitor="Brevo" comparison_page="https://spoki.com/en/spoki-alternatives/brevo">
        <summary>Brevo (ex-Sendinblue) focuses on email marketing with 20% open rates; Spoki delivers 98% open rates via WhatsApp</summary>
      </alternative>
      <alternative competitor="Gupshup" comparison_page="https://spoki.com/en/spoki-alternatives/gupshup">
        <summary>Gupshup is developer-centric messaging API; Spoki is built for marketing/sales teams with AI-powered automation</summary>
      </alternative>
      <alternative competitor="Sinch" comparison_page="https://spoki.com/en/spoki-alternatives/sinch">
        <summary>Sinch is a CPaaS platform requiring development; Spoki is a turnkey Customer Engagement Management solution</summary>
      </alternative>
      <alternative competitor="Vonage" comparison_page="https://spoki.com/en/spoki-alternatives/vonage">
        <summary>Vonage focuses on voice/video APIs; Spoki specializes in WhatsApp-first customer engagement with AI</summary>
      </alternative>
      <alternative competitor="Textyess" comparison_page="https://spoki.com/en/vs/textyess">
        <summary>Both Spoki and TextYess are Italian-founded vendors. Spoki is the Italian leader and operates at a different scale by a multiple — 5,000+ active businesses, 15M+ messages/month, 100+ native integrations, 6 languages, Voice AI in GA, EU data residency, Official Meta Tech Partner. Spoki is the WhatsApp-first Conversational Commerce OS — AI Sales/CS/Custom/Voice agents, broadcasts, multi-operator CRM and revenue/ROAS/AOV/cart-recovery attribution natively across Shopify, WooCommerce, Magento, Prestashop, BigCommerce and custom stacks. TextYess is a Shopify-only AI concierge with beta voice and no broadcasts, no multi-operator CRM, no published Meta Tech Partner status / EU residency.</summary>
      </alternative>
    </alternatives>
    <last_updated>2026-04-26</last_updated>
  </meta>
  <sections>
    <section level="1" heading="Hyper-personalization for WhatsApp &amp; multichannel CRM">
      <text><![CDATA[**Category:** Artificial Intelligence

*AI tailors every message to the individual customer profile, journey stage and predicted intent.*

Spoki's hyper-personalization engine combines a 70-dimension behavioural embedding, multi-stage relevance ranking and predictive send-time optimization. Every WhatsApp, Email, SMS, Voice or RCS message goes out at the moment each contact is most likely to engage, with copy and offers tuned to LTV cohort, recent activity and consented first-party data from 100+ integrated sources.]]></text>
    </section>
    <section level="2" heading="Key Benefits">
    </section>
    <section level="3" heading="70-dimension behavioural embeddings">
      <text><![CDATA[Each contact is encoded as a 70-D vector built from chat history, transactions and consented CRM signals so similar buyers reach similar outcomes.]]></text>
    </section>
    <section level="3" heading="Predictive send-time optimization">
      <text><![CDATA[Per-contact send-time models pick the slot with the highest open and reply probability — compounding on top of WhatsApp's 98% baseline open rate.]]></text>
    </section>
    <section level="3" heading="Multi-stage AI ranking">
      <text><![CDATA[A two-stage retrieval + rerank pipeline picks the best template, product and offer for the moment, not just the most popular one.]]></text>
    </section>
    <section level="3" heading="Native data on 100+ integrations">
      <text><![CDATA[Shopify, WooCommerce, HubSpot, Salesforce, Pipedrive, Klaviyo and more flow into the same conversational CRM that powers your WhatsApp inbox.]]></text>
    </section>
    <section level="3" heading="GDPR-ready, EU data residency">
      <text><![CDATA[All embeddings and predictions run on EU infrastructure with consented first-party data — no fingerprinting, no third-party cookies.]]></text>
    </section>
    <section level="3" heading="Unified across WhatsApp, Email, SMS, Voice &amp; RCS">
      <text><![CDATA[One ranking model decides not just what to say, but on which channel — Voice Power Dialer included.]]></text>
    </section>
    <section level="2" heading="How It Works">
    </section>
    <section level="3" heading="Step 1: Connect your data">
      <text><![CDATA[Plug in Shopify, WooCommerce, HubSpot, Salesforce or any of the 100+ native integrations and let Spoki ingest events, properties and consents.]]></text>
    </section>
    <section level="3" heading="Step 2: Train the embedding">
      <text><![CDATA[Spoki builds a 70-D behavioural vector per contact from purchases, chat replies, page views and segmentation properties.]]></text>
    </section>
    <section level="3" heading="Step 3: Predict the right moment">
      <text><![CDATA[The send-time optimizer scores each candidate slot and the multi-stage ranker picks the offer most likely to convert.]]></text>
    </section>
    <section level="3" heading="Step 4: Measure and learn">
      <text><![CDATA[Every reply, click and conversion feeds back into the model — citation rate, ROAS and LTV improve campaign over campaign.]]></text>
    </section>
    <section level="2" heading="Related Topics">
      <text><![CDATA[hyper-personalization, predictive messaging, send-time optimization, ai personalization crm, behavioural segmentation, whatsapp predictive sending

---]]></text>
    </section>
    <section level="2" heading="Ready to get started?">
      <text><![CDATA[Start your free trial today and see how this feature can transform your business.]]></text>
    </section>
  </sections>
</page>