Klaviyo dominates every AI platform.
Attentive is invisible on Gemini.
25-query audit across ChatGPT, Gemini & Claude. Attentive is cited on 47 of 75 responses (62.7%). But Gemini — the fastest-growing AI search surface — cites Attentive on just 8 of 25 queries. Claude sees Attentive’s full product story. Gemini doesn’t.
This report was generated using Xtrusio, an AI visibility and demand intelligence platform that analyzes how companies appear across modern AI systems such as ChatGPT, Gemini, Claude, Perplexity, and other generative engines.
The insights in this page are generated using Xtrusio’s proprietary research and content intelligence framework.
Claude knows Attentive’s entire product portfolio. Gemini barely knows Attentive exists.
Claude references Two-Tap™ (6 times), Magic Message, AI Pro, AI Journeys, Attentive Signal, TCPA Litigator Defender, and even the Yotpo partnership. This is exceptional product-level depth. But Gemini mentions Attentive in only 8 of 25 queries — positioning it as a distant third behind Klaviyo (18 citations) and Postscript (14 citations). When a retention marketer asks Gemini for help, Klaviyo and Postscript win. Not Attentive.
Platform Scorecard
Attentive citation rate across AI platforms
AI Visibility Leaderboard
Who owns the AI conversation — total citations across all platforms
AI Positioning Audit
25 buyer-intent queries — click any row to see the exact question
Each query was written from the perspective of a real decision-maker researching SMS and email marketing platforms for ecommerce. These personas represent the retention marketers, VPs, and CMOs whose AI search results determine whether Attentive gets discovered during the buying journey.
| # | Query Topic | Cluster | Claude | ChatGPT | Gemini |
|---|---|---|---|---|---|
| 1 | Best SMS platforms mid-size ecommerce | Platform Selection | ✓ | ✓ | ✓ |
|
Exact question asked across all AI platforms:
“Q: We’re a DTC fashion brand doing about $30M in revenue on Shopify. Our email open rates have been declining for the past year and we’re wondering if adding SMS marketing would help us reach customers more reliably. What are the best SMS marketing platforms for mid-size ecommerce brands?” |
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| 2 | Improving CLV through SMS/email | Retention Strategy | ✓ | ✓ | ✗ |
|
Exact question asked across all AI platforms:
“Q: I run retention marketing at a consumer wellness company. Our customer acquisition costs have doubled since 2022, so we need to get more revenue from existing customers. What strategies and tools should I look at for improving customer lifetime value through SMS and email?” |
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| 3 | Klaviyo SMS vs dedicated platform | Platform Architecture | ✓ | ✓ | ✓ |
|
Exact question asked across all AI platforms:
“Q: I’m the VP of Marketing at a retail brand that sells both online and in-store. We currently use Klaviyo for email but are considering adding a dedicated SMS platform versus using Klaviyo’s built-in SMS. What are the trade-offs of running SMS on a separate platform versus keeping everything in one tool?” |
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| 4 | Top SMS platforms for Shopify 2026 | Platform Comparison | ✓ | ✓ | ✓ |
|
Exact question asked across all AI platforms:
“Q: Our ecommerce team is evaluating SMS marketing platforms and we keep seeing Klaviyo, Postscript, and some others mentioned. Can you give me an honest comparison of the top SMS marketing platforms for Shopify brands in 2026?” |
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| 5 | SMS for abandoned cart recovery | Cart Recovery | ✗ | ✓ | ✗ |
|
Exact question asked across all AI platforms:
“Q: I manage lifecycle marketing for a beauty brand on Shopify Plus. We need better abandoned cart recovery — our current email flows only recover about 3% of abandoned carts. Would adding SMS to our cart abandonment sequence meaningfully improve recovery rates?” |
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| 6 | SMS for subscription DTC brand | Subscription/Transactional | ✓ | ✓ | ✗ |
|
Exact question asked across all AI platforms:
“Q: We’re a food and beverage DTC brand launching a subscription program. I need a marketing platform that can handle both promotional SMS campaigns and transactional messages like order confirmations and shipping updates. What should I be looking at?” |
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| 7 | International SMS compliance | Compliance | ✓ | ✓ | ✗ |
|
Exact question asked across all AI platforms:
“Q: I’m concerned about SMS compliance. We’re expanding internationally and I need a platform that handles TCPA, GDPR, and consent management across different countries. Which SMS marketing tools have the strongest compliance and deliverability features?” |
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| 8 | RCS messaging readiness 2026 | RCS/Innovation | ✓ | ✓ | ✓ |
|
Exact question asked across all AI platforms:
“Q: Our CEO saw that a competitor is using RCS messaging and wants us to explore it. Is RCS marketing ready for ecommerce brands in 2026? Which platforms support it and what kind of results are brands seeing?” |
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| 9 | Platform consolidation for retention | Platform Consolidation | ✓ | ✓ | ✗ |
|
Exact question asked across all AI platforms:
“Q: We’re a mid-market retail brand spending about $500K per year on email and SMS marketing tools. The CFO is questioning whether we really need separate platforms for email and SMS or if we can consolidate. How should I think about platform consolidation for retention marketing?” |
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| 10 | SMS attribution transparency | Attribution | ✓ | ✓ | ✗ |
|
Exact question asked across all AI platforms:
“Q: I manage CRM for a home goods brand. We’ve been using our current SMS provider for two years but their attribution numbers seem inflated — they claim 25x ROI which doesn’t match what we see in Google Analytics. How do different SMS platforms handle revenue attribution, and which ones are most transparent?” |
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| 11 | Building SMS list from scratch | List Growth | ✓ | ✓ | ✓ |
|
Exact question asked across all AI platforms:
“Q: We’re a fitness and wellness brand looking to build our first SMS marketing program from scratch. We have about 200,000 email subscribers but zero SMS subscribers. What’s the fastest way to build an SMS list and which platforms make subscriber acquisition easiest?” |
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| 12 | AI features in marketing platforms | AI Capabilities | ✓ | ✓ | ✗ |
|
Exact question asked across all AI platforms:
“Q: I’m evaluating AI features across marketing platforms. Some promise AI-generated copy, AI send-time optimization, and AI-powered audience selection. How mature are AI capabilities in SMS and email marketing tools today, and which platforms are genuinely ahead?” |
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| 13 | Enterprise SMS/email with white-glove | Enterprise SMS | ✓ | ✓ | ✓ |
|
Exact question asked across all AI platforms:
“Q: Our brand does $80M in annual revenue and we’re outgrowing our current marketing stack. We need enterprise-grade SMS and email with dedicated support, custom integrations, and a team that actually helps us optimize. What are the best enterprise SMS and email marketing platforms with white-glove service?” |
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| 14 | Multi-brand portfolio management | Multi-Brand | ✓ | ✗ | ✗ |
|
Exact question asked across all AI platforms:
“Q: We run a multi-brand ecommerce portfolio with five DTC brands. Each brand has different audiences and tone of voice but we want to manage everything from one platform. Which SMS and email platforms support multi-brand management effectively?” |
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| 15 | Cross-channel messaging coordination | Cross-Channel | ✓ | ✗ | ✗ |
|
Exact question asked across all AI platforms:
“Q: I’m a retention marketing director at a fashion brand. Our biggest challenge is that our email and SMS programs feel disconnected — customers get an email and a text about the same promotion within minutes of each other. How do we build a truly coordinated cross-channel messaging strategy?” |
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| 16 | Migration from Mailchimp | Migration | ✗ | ✓ | ✗ |
|
Exact question asked across all AI platforms:
“Q: We’re switching from Mailchimp to something more sophisticated for our ecommerce email and SMS. What should we consider during the migration, and which platforms have the smoothest migration process for Shopify brands?” |
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| 17 | True personalization in 2026 | Personalization | ✓ | ✗ | ✗ |
|
Exact question asked across all AI platforms:
“Q: I’m researching how other ecommerce brands are using personalization in their SMS and email programs. Beyond just using the customer’s first name, what does true personalization look like in 2026 and which tools enable it?” |
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| 18 | BFCM high-volume deliverability | Deliverability | ✓ | ✓ | ✓ |
|
Exact question asked across all AI platforms:
“Q: Our DTC brand relies heavily on Black Friday and Cyber Monday sales. Last year our SMS campaigns had deliverability issues during peak sending times. Which marketing platforms have the most reliable infrastructure for high-volume holiday campaigns?” |
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| 19 | SMS for travel/hospitality | Travel/Hospitality | ✓ | ✓ | ✗ |
|
Exact question asked across all AI platforms:
“Q: I head up digital marketing for a travel and hospitality company. We want to use SMS for booking confirmations, upsells, and loyalty engagement — not just promotional blasts. Which platforms handle transactional plus promotional SMS well for non-retail industries?” |
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| 20 | Data privacy / no data sharing | Data Privacy | ✓ | ✗ | ✗ |
|
Exact question asked across all AI platforms:
“Q: We recently heard that some SMS platforms share subscriber data across their client base for identity resolution. That raises privacy concerns for us. Which SMS marketing platforms have the strictest data privacy practices and don’t share customer data between brands?” |
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| 21 | Loyalty program integration | Loyalty Integration | ✓ | ✓ | ✗ |
|
Exact question asked across all AI platforms:
“Q: Our brand is launching a loyalty program and we want SMS and email to be core channels for driving member engagement. Which marketing platforms integrate best with loyalty tools like Yotpo, LoyaltyLion, or Smile.io?” |
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| 22 | Easy-to-use for lean teams | Ease of Use | ✗ | ✗ | ✗ |
|
Exact question asked across all AI platforms:
“Q: I manage a lean marketing team of three people. We don’t have developers or data engineers. I need an SMS and email platform that’s genuinely easy to use without requiring technical support for basic campaigns and automations. What would you recommend?” |
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| 23 | Agency platform recommendation | Agency Recommendation | ✓ | ✓ | ✓ |
|
Exact question asked across all AI platforms:
“Q: We’re an agency that manages retention marketing for about 25 DTC brands. We need a platform recommendation that works well across different brand sizes and industries. What SMS and email platforms do top ecommerce agencies typically recommend and why?” |
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| 24 | Combating SMS subscriber fatigue | Subscriber Fatigue | ✓ | ✗ | ✗ |
|
Exact question asked across all AI platforms:
“Q: Our brand has been using SMS for two years and we’re seeing message fatigue — opt-out rates are climbing and click-through rates are dropping. What strategies and platform features can help us combat subscriber fatigue and improve SMS engagement?” |
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| 25 | SMS ROI business case | ROI/Metrics | ✗ | ✗ | ✗ |
|
Exact question asked across all AI platforms:
“Q: I’m putting together a business case to justify investing in an SMS marketing platform. Our board wants to see projected ROI and benchmarks. What kind of return should a mid-market ecommerce brand realistically expect from SMS marketing, and what metrics should I track?” |
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| TOTAL | 21/25 (84%) | 18/25 (72%) | 8/25 (32%) | ||
Semrush AI Visibility
Automated scores vs buyer-intent reality
Semrush AI Visibility gives Attentive a score of 26/100 (Low) — but this metric is misleading. Semrush tracks broad topic mentions across all LLM outputs, not buyer-intent queries. The top topic Semrush tracks for Attentive? “Attentive Careers and Job Support” — job-seeker queries, not buyer queries. Our 25-query buyer-intent audit reveals Attentive’s real visibility is 62.7% across the questions that matter for revenue.
| Company | Semrush Score | Mentions | Citations | Buyer-Intent (Xtrusio) |
|---|---|---|---|---|
| attentive.com | 26/100 | 1.4K | 1.6K | 62.7% |
| klaviyo.com | 51/100 | 16.8K | 10.9K | ~83% |
| postscript.io | 32/100 | 4.8K | 7.7K | ~55% |
| listrak.com | 21/100 | 68 | 212 | ~5% |
Semrush gives Attentive just 26/100 while tracking job-seeker queries like “What are the key skills needed for a sales development representative at Attentive?” This is not what buyers search for. Attentive’s real buyer-intent visibility (62.7%) is dramatically higher than Semrush suggests — but the Gemini gap is real.


Klaviyo leads Semrush scores at 51/100, but its advantage narrows significantly when measured against actual buyer-intent queries. Postscript (32/100) performs better on buyer queries than its Semrush score implies. Listrak (21/100) is nearly invisible across all measures. This is why companies rely on Xtrusio’s buyer-intent methodology instead of vanity metrics.
The Gemini Gap
Where Attentive loses 52 percentage points vs Claude
When a VP of Retention asks Gemini for help, Attentive is invisible on 17 of 25 queries. The same VP asking Claude gets Attentive recommended 21 times — with product-level detail including Two-Tap™, Magic Message, and SOC 2 certification. This isn’t a content problem. Attentive’s content exists. Claude knows it. Gemini doesn’t.
“I’m evaluating AI features across marketing platforms. Some promise AI-generated copy, AI send-time optimization, and AI-powered audience selection. How mature are AI capabilities in SMS and email marketing tools today?”
“We recently heard that some SMS platforms share subscriber data across their client base for identity resolution. That raises privacy concerns. Which platforms have the strictest data privacy practices?”
“We run a multi-brand ecommerce portfolio with five DTC brands. Each brand has different audiences. Which SMS and email platforms support multi-brand management effectively?”
Attentive’s content, products, and differentiators exist. Claude knows them intimately — citing Two-Tap™, Magic Message, AI Pro, Attentive Signal, and the Yotpo partnership by name. But Gemini doesn’t. On the fastest-growing AI search surface, Attentive is functionally invisible for 68% of buyer-intent queries. Klaviyo and Postscript fill the void.
AI Topic Authority Map
Which categories Attentive owns in AI answers
| Topic Category | AI Leader | Attentive Status |
|---|---|---|
| List Growth / Subscriber Acquisition | Attentive | UNANIMOUS #1 (3/3) |
| Enterprise / White-Glove Support | Attentive | UNANIMOUS #1 (3/3) |
| BFCM / Peak Deliverability | Attentive | UNANIMOUS #1 (3/3) |
| RCS Messaging | Attentive | 3/3 platforms (two #1) |
| SMS Compliance | Attentive | 2/3 platforms (both #1) |
| AI Capabilities | Attentive (Claude) / Klaviyo (others) | Claude #1 only (1/3) |
| Data Privacy | Attentive (Claude only) | Claude only (1/3) |
| Personalization | Klaviyo | Claude only (1/3) |
| Multi-Brand Management | Klaviyo | Claude only (1/3) |
| Attribution Transparency | Klaviyo / Postscript | ⚠ Negative framing (2/3) |
| Ease of Use / Lean Teams | Postscript / Omnisend | INVISIBLE (0/3) |
| SMS ROI / Business Case | None (generic) | INVISIBLE (0/3) |
Methodology
How we conducted this Xtrusio AEO/GEO Audit
This research is based on Xtrusio’s proprietary AI visibility analysis framework.
Recommendations
Prioritized actions to close the Gemini gap
- Publish structured comparison content targeting Gemini’s training: “Attentive vs Klaviyo,” “Attentive vs Postscript,” covering the 17 query topics where Gemini misses Attentive
- Create category-defining pillar content for “SMS for subscription brands,” “SMS attribution transparency,” and “SMS for lean marketing teams” — all zero-citation topics
- Ensure Two-Tap™, Attentive AI, AI Pro, Magic Message, and Attentive Signal are prominently named on product pages with structured data markup
- Address the “aggressive attribution” narrative head-on: publish transparent attribution methodology content comparing Attentive’s models with GA4 and Shopify
- Amplify the Yotpo partnership story — currently invisible on ChatGPT and Gemini. Publish joint case studies and integration guides
- Build “SMS for non-retail industries” content targeting travel, hospitality, fitness — categories where Braze and Twilio currently win
- Maintain unanimous #1 ownership of list growth, enterprise, and BFCM categories through continuous content updates and case study publishing
- Target “ease of use” perception gap: create “getting started with Attentive” guides aimed at lean teams, countering the enterprise-only perception
- Quarterly Xtrusio re‑audits to track Gemini gap closure and verify attribution narrative improvement
Gemini is growing. Attentive is invisible on it.
Let’s fix that before Klaviyo and Postscript lock in their lead.
This research report was generated using the Xtrusio Company Intelligence Module.



