Vendor list · AI customer experience tools
AI customer experience tools, scored.
How we score
Four stages, evidence-graded throughout.
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Inclusion criteria
Public pricing. Integrations doc. Ten or more customers. Self-serve path.
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Weighted rubric
Each dimension scored zero to four. Every cell tagged MEASURED, CITED, or ESTIMATED.
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Total score
Weighted sum out of one hundred. Seven-day right-of-reply window before publishing.
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Ranked and published
Updated when new vendors qualify or when fact-check replies land corrections.
A quick read on the top of the rubric. Each card links into the full scorecard in the next tab.
- 01 Glia FinServ digital CX 93 /100
- 02 Maven AGI Governance-certified agent 93 /100
- 03 Intercom Fin Transparent AI agent 91 /100
- 04 Zendesk AI Agents Verified-outcome billing 90 /100
- 05 Sierra Agentic transactional CX 93 /100
- 06 Ada Omnichannel ARR leader 78 /100
- 07 Kustomer AI-native CRM 76 /100
- 08 Decagon AI Multi-LLM concierge 71 /100
- 09 Cresta Agent-assist heritage 74 /100
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01 Intercom Fin Transparent AI agent B2B SaaS FinTech Retail Media Consulting Education 75 /100
Top strength Total score 75/100, highest in this set; channel breadth 4/4 (seven GA native channels including social), ISO 42001 plus AIUC-1 governance, named references Lightspeed (up to 65% resolution) and Anthropic, and full public pricing ($0.99/outcome plus $29/$85/$132 seat tiers).
Top gap Cost economics scores 2/4: the dual seat-plus-outcome meter and Assumed Resolution billing make total AI cost hard to model before a sales call.
Best for B2B and B2C SaaS or e-commerce support orgs with 10,000+ monthly conversations and structured help-center content, comfortable with outcome-based pricing.
Pricing transparency makes Fin the de-facto benchmark every other vendor is compared against.
02 Maven AGI Governance-certified agent B2B SaaS FinTech Healthcare Insurance Retail Consulting Manufacturing Education Media 74 /100
Top strength Resolution depth scores 4/4 (refunds, account updates, dispute workflows, rebooking) with references Clio (>80% autonomous) and Enumerate (91%); ai_native_score 100, deep compliance (ISO 42001, PCI DSS L1, HIPAA, SOC 2 II) and a $50M Series B (Dell-led).
Top gap Cost economics scores 1/4: no public pricing of any kind, every CTA routes to Book a Demo, so a buyer cannot model cost-per-resolved-ticket.
Best for Enterprises ($50M-$10B) in fintech, travel, healthcare, or B2B SaaS on a Salesforce, HubSpot, Zendesk, or ServiceNow stack with high support volume and an AI governance requirement.
03 Glia Glia Cross-industry 71 /100
Top strength Scores 4/4 on hallucination safety via a March 2026 MSA-level contractual guarantee against AI hallucinations and prompt injection, backed by a pre-approved-output architecture; deep FI integration, 700+ FI clients, and a 71/100 total score.
Top gap Cost economics scores 2/4: Priceless Pricing is fixed-fee but publishes no dollar amounts, so buyers cannot self-model unit economics (soft penalty).
Best for Regulated financial institutions (credit unions, community and regional banks, insurers) on an FIS, Jack Henry, Q2, or Fiserv core with a compliance team under CFPB, FDIC, or NCUA oversight.
04 Zendesk AI Agents Verified-outcome billing B2B SaaS FinTech Healthcare Insurance Retail Consulting Manufacturing Real Estate Education Media 69 /100
Top strength Channel breadth scores 4/4, the widest social surface in the cohort with LINE and WeChat unique to Zendesk; compliance covers ISO 42001, CSA STAR AI Levels 1 and 2, ISO 27001:2022, and SOC 2 Type II, with public per-seat pricing and a 4.3/5 G2 rating across about 7,142 reviews.
Top gap Safety, cost economics, time-to-value, and brand-voice all score 2/4, with no published accuracy benchmark; AI is a bolt-on to a 2007 helpdesk (ai_native_score 20).
Best for Mid-market SaaS and e-commerce organizations (about $5M to $5B revenue) already on or adopting Zendesk Suite with high repeat-intent volumes.
05 eGain Corporation AI knowledge platform for CX and customer-service automation Cross-industry 68 /100
Top strength Broadest channel coverage in the cohort (chat, video, voice, email, social, SMS, cobrowse, secure messaging) on a knowledge-grounded suite, with transparent published pricing ($25/user, $0.50/resolution) and a dedicated Evaluator QA product.
Top gap No numeric hallucination-rate or accuracy benchmark, no published time-to-production SLA, and named security certifications (SOC 2/ISO/HIPAA) are not on the public surface; AI is layered on a pre-LLM knowledge-management suite.
Best for Enterprises and mid-market service organizations (financial services, telco, insurance, BPO, government, retail) seeking knowledge-grounded CX automation with published per-resolution pricing and broad channel support.
06 Parloa Parloa Cross-industry 66 /100
Top strength Broad CCaaS, CRM, and ERP native integration footprint (Five9, Genesys, Nice, Salesforce, ServiceNow, SAP) and deep compliance (ISO 27001, SOC 2 II, PCI DSS, HIPAA, GDPR, EU AI Act); ai_native_score 100; customers Allianz, Booking.com, SAP; $350M Series D at $3B.
Top gap Cost economics scores 1/4: no /pricing page (404), every CTA routes to Book a demo, so a buyer cannot self-model cost.
Best for Large regulated enterprises (insurance, financial services, healthcare, travel) with high-volume voice traffic and in-house contact-center engineering consolidating onto an agentic voice platform.
07 Sierra Sierra Cross-industry 65 /100
Top strength ai_native_score 100 and channel breadth 4/4 (phone, IVR, chat, WhatsApp, email, SMS, 34+ languages); references SoFi (61% containment) and Ramp (90% case resolution); about $1.585B raised at a $15B+ valuation, claims 40%+ of the Fortune 50, with ISO 42001 plus PCI DSS Level 1.
Top gap Data integration scores 2/4: zero pre-built helpdesk or CRM connectors, every backend connection is a custom API build, the most restrictive integration model in the cohort.
Best for $250M+ revenue enterprises with in-house integration engineering, complex multi-system resolution needs, and a $200K-$350K+ Year-1 budget.
08 Freshdesk (Freshworks) Freshdesk (Freshworks) Cross-industry 64 /100
Top strength Public per-agent pricing ($19/$55/$89) plus $49 per 100 AI sessions earns a none pricing-transparency classification; publicly traded Freshworks (NASDAQ: FRSH) posted 2025 revenue of $838.8M and its first GAAP-profitable year, with 74,000+ customers and 1,000+ marketplace...
Top gap Data integration scores 2/4 because the LLM is undisclosed and no accuracy benchmark is published; safety also sits at 2/4 with no contractual guarantee or ISO 42001.
Best for Mid-market and enterprise teams already using Freshworks ecosystem tools that need omnichannel ticketing plus AI actions without custom API builds.
09 My AskAI My AskAI Cross-industry 64 /100
Top strength Three dims at 3/4: resolution depth (Tasks does multi-step refunds, account updates, Stripe calls; case studies show 76-84% AI resolution), cost economics (public tiered pricing, $0.10-$0.12 per credit, 30-day trial), and time-to-value (5 to 10 minute setup); SOC 2 Type II (Nov...
Top gap Data integration held to 2/4: the LLM provider is undisclosed with no published accuracy benchmark, the team is about 2 people, and named customers are vendor-claimed only.
Best for SMB and mid-market SaaS, ecommerce, and marketplace teams on Zendesk, Intercom, Gorgias, Freshdesk, or HubSpot wanting transparent per-credit pricing and quick deployment.
10 Ada Ada Cross-industry 63 /100
Top strength Scores 3/4 on data integration (about 21 native connectors across helpdesk, CRM, and contact-center stacks); AIUC-1 certification plus SOC 2 Type II, HIPAA, GDPR, and zero data retention. Named customers Square, Pinterest, monday.com, Sky; raised $200M+ at a $1.2B valuation.
Top gap Cost economics scores 1/4: no vendor-published pricing on any owned surface, quote-only with a consumption model, drawing a soft pricing-transparency penalty.
Best for Enterprise customer-service operations with 300,000+ annual contacts, an existing Zendesk or Salesforce footprint, a dedicated CX team, and a six-figure budget.
11 Gorgias Gorgias Cross-industry 63 /100
Top strength Scores 4/4 on channel breadth (email, chat, SMS, WhatsApp, Instagram, Facebook, voice, TikTok native) and publishes per-resolution pricing ($0.90-$1.00); states 16,400+ merchants, $101.4M cumulative funding, 400+ employees, and Certified B Corporation status.
Top gap An integration penalty applies because Shopify-centric connectors create friction outside ecommerce stacks; data integration scores 2/4 with an undisclosed LLM.
Best for E-commerce brands on Shopify seeking fast AI resolution of orders, returns, and subscriptions with public per-resolution pricing.
13 Lorikeet Deterministic AI customer concierge for regulated industries FinTech Healthcare Retail 61 /100
Top strength Differentiator vs Decagon, Sierra, Maven AGI in the cohort: deterministic workflow architecture, every decision step is auditable and editable, no free-form LLM hallucinations in customer-facing replies. Multi-channel (phone, SMS, chat, email, WhatsApp). Resolves end-to-end on...
Top gap Smaller scale than the top of the cohort, vendor does not publish total annual conversation volume or named enterprise IDN-tier customers. Underlying LLM provider not disclosed on lorikeetcx.ai. SOC 2 / ISO 27001 / HIPAA BAA posture not on a public trust page. Australian-founded...
Best for Fintech, healthtech, and regulated-marketplace CX teams where wrong-answer cost is real. Pilot stage.
12 Rasa Technologies Developer-first conversational AI platform for enterprise CX agents Cross-industry 63 /100
Top strength Deterministic CALM architecture that separates language from execution to control when LLMs are used and reduce hallucinations, with on-prem/air-gapped deployment and named enterprise outcomes (JetBrains, Albert Heijn 50% contact reduction, Providence 59% goal completion, N26...
Top gap Integration is generic/code-first (any API/DB/MCP, custom action server) rather than named native CX-platform connectors; no funding total, headcount, or formal SOC 2/ISO certification on the public surface; build-your-own model favors technical teams over turnkey buyers.
Best for Enterprises and developer teams in regulated industries (finance, telco, healthcare, insurance, government) needing on-prem or air-gapped CX agents with custom API orchestration and deterministic hallucination control.
14 Siena AI Siena AI Cross-industry 58 /100
Top strength Resolution depth scores 3/4 with documented end-to-end actions (address updates, refunds, replacements, subscription edits, video-based claims) and cost economics 3/4 with published $750/month plus $0.90/ticket; vendor-stated 80% resolution and CSAT 4.81/5, with 25+ native...
Top gap Data integration held to 2/4: no LLM is named and no accuracy benchmark beyond vendor CSAT exists; HQ, headcount, and valuation are unstated.
Best for Mid-market to enterprise e-commerce brands seeking autonomous post-purchase resolution across chat, email, SMS, and social with published per-ticket pricing.
15 Artera Artera Cross-industry 56 /100
Top strength Scores 3/4 on data integration with eleven named EHR connectors (Epic, Oracle Health, MEDITECH, Veradigm, athenahealth and others) via API, FHIR, and HL7v2; states 1,000+ healthcare organizations, 2B+ patient interactions per year, and 2026 Best in KLAS for Patient...
Top gap Cost economics scores 1/4 (quote-only, no published unit rates), and a cohort-fit penalty applies because the healthcare-vertical focus is narrow against a horizontal CX buyer.
Best for Healthcare providers (IDNs, FQHCs, and federal agencies) needing EHR-native patient scheduling, prescription-refill, and triage automation with a strong compliance posture.
16 EBI.AI EBI.AI Cross-industry 56 /100
Top strength Scores 3/4 on data integration with named connectors (HubSpot, Zendesk, Jira, Freshdesk) plus an Open API and RAG and named LLM providers (OpenAI, Google, Anthropic); states a 96% average success rate and 20,000+ businesses.
Top gap A scale penalty applies for a 9-person headcount and limited enterprise-scale references, with funding, founding year, and named leadership all [UNKNOWN].
Best for SMB and mid-market teams seeking quick no-code AI assistants with multi-channel reach and named compliance certifications.
17 HubSpot Service Hub + Breeze Customer Agent HubSpot-native AI customer service agent (Breeze) for Service Hub subscribers SaaS Services E-commerce 56 /100
Top strength Scores 3/4 on cost economics with $0.50 per resolved conversation, the lowest per-resolution rate in the cohort, billed outcome-based on a fully public pricing surface (none penalty); 8,000+ customers have activated Breeze, and the unified HubSpot customer record is the...
Top gap Five dims score 2/4: Breeze cannot natively read Salesforce, Zendesk, or Shopify records unless synced into HubSpot, and the LLM is undisclosed (ai_native_score 25).
Best for SMB to mid-market organizations already on HubSpot Service Hub whose support data, knowledge base, and customer records live entirely within HubSpot.
18 Capacity Capacity Cross-industry 55 /100
Top strength Scores 3/4 on data integration with 270+ native connectors (Salesforce, Zendesk, HubSpot, Slack, Teams, Okta, Azure AD) and a developer platform; states 19,000+ customers and 36.3B+ automated interactions, with $89M+ raised.
Top gap Cost economics scores 1/4: no published pricing (JS-rendered page, 404 plans page, demo-only), with an undisclosed LLM and no published accuracy benchmark.
Best for Mid-market and enterprise contact centers wanting omnichannel AI agents on existing CRM and collaboration stacks that can run a sales-led purchase without published pricing.
19 Decagon AI Multi-LLM concierge B2B SaaS Retail FinTech Media 55 /100
Top strength AI-native platform (ai_native_score 100) with a disclosed OpenAI GPT model stack confirmed via OpenAI's customer story and named resolution metrics (Substack 90%+ end-to-end, Chime 70%+ across chat and voice); 100+ enterprise customers and about $481M raised at a $4.5B valuation.
Top gap Cost economics scores 1/4: no public pricing page (404, never archived), quote-only, with no published accuracy or hallucination benchmark keeping safety at 2/4.
Best for Scale and optimization enterprises ($250M-$10B+ revenue) with 15K+ monthly tickets, existing helpdesk infrastructure, and in-house engineering, especially fintech, ecommerce, and consumer tech.
20 Gladly Gladly Cross-industry 55 /100
Top strength Scores 3/4 on resolution depth with documented real-time commerce actions (order cancellations, refunds, returns, subscription changes, in-message payments) and 76% AI resolution; states 300M+ conversations handled and $510M+ cost savings, with references Conde Nast and PacSun.
Top gap Cost economics scores 1/4 (no published pricing, demo-only, soft penalty), no LLM is disclosed, and founding year, funding, and headcount are all unknown.
Best for Retail and subscription brands needing AI that executes refunds, returns, and subscription changes across voice, chat, SMS, and Messenger with unified customer history.
22 Kustomer Kustomer Cross-industry 54 /100
Top strength Channel breadth scores 4/4 (chat, email, voice, SMS, WhatsApp, social into one timeline); AI Agents take real actions (refunds, policy enforcement) with references Vuori (40% chat automated) and Everlane (4x deflection); 600+ brands and a $30M Series B (Aug 2025, Norwest-led).
Top gap Data integration held to 2/4: the underlying LLM is undisclosed with no published accuracy benchmark, and governance is limited to SOC 2 Type II plus ISO 27001 (no ISO 42001).
Best for Mid-market DTC, ecommerce, and travel brands (about $25M-$2.5B) on Shopify that have outgrown a ticket-centric helpdesk and want action-taking AI on a customer-data platform.
23 Yuma AI Yuma AI Cross-industry 54 /100
Top strength Resolution depth scores 3/4 with end-to-end actions (refunds, cancels, reships, subscription edits) proven in case studies, and channel breadth 3/4 across email, web chat, and social; SOC 2 Type II, 50+ native connectors, and 70% automation reached in 90 days at Clove.
Top gap Cost economics is lowest at 1/4: quote-only, performance-based pricing with no published tiers, drawing a soft pricing-transparency penalty.
Best for E-commerce merchants on Gorgias, Zendesk, or Shopify wanting white-glove AI automation of WISMO, returns, and subscription workflows.
21 Qualtrics Qualtrics Cross-industry 55 /100
Top strength Scores 3/4 on resolution depth (Experience Agents resolve issues and apply make-goods, 10K+ actions at ServiceNow), channel breadth, and hallucination safety (ISO 42001, FedRAMP High); 19,000+ customers, 2022 revenue of US$1.46B, and 3.5B AI interactions per year.
Top gap Cost economics scored [UNKNOWN] (no public pricing); data integration held to 2/4 because the LLM is undisclosed with no accuracy benchmark.
Best for Enterprise organizations already invested in Qualtrics XM seeking to layer AI agents for closed-loop CX actions across surveys and service platforms.
25 TeamSupport TeamSupport Cross-industry 49 /100
Top strength Cost economics scores 3/4 (public per-seat tiers $45/$65/$85 plus $125/month AI Agent) and time-to-value 3/4 (2 to 3 week migration, AI features need no setup); 1,200+ support teams.
Top gap Data integration is lowest at 1/4: the integrations page returned 404, no native connectors are named, and the LLM is undisclosed.
Best for B2B teams already on TeamSupport seeking incremental AI assistance within existing ticketing workflows at transparent per-seat pricing.
26 Medallia Enterprise Voice-of-the-Customer and experience-management platform. Cross-industry 48 /100
Top strength Channel breadth scores highest (3/4) across surveys, voice, chat, web, and social; enterprise scale with 2020 revenue of US$477 million and 2,037 employees, and named in the 2026 Gartner Magic Quadrant for Voice of the Customer Platforms.
Top gap Two dims score 1/4: hallucination/safety guardrails (no product-level hallucination-rate spec) and cost economics (quote-only Experience Data Record model).
Best for Large enterprises needing unified VoC analytics, closed-loop action orchestration, and compliance-certified data handling across channels.
24 InMoment Experience-management and Voice-of-the-Customer platform with reputation and reviews. Cross-industry 51 /100
Top strength Scores highest on data integration (3/4) with named connectors (Salesforce, Zendesk, Marketo, HubSpot, Microsoft Dynamics, Adobe) plus API and ETL, and on channel breadth (3/4) across surveys, email, SMS, web, call center, social, and video; 3,000+ brand references.
Top gap Hallucination/safety guardrails scored [UNKNOWN]: no product-level generative-AI guardrail or hallucination-rate spec was anchorable, and pricing is quote-only.
Best for Mid-market and enterprise CX teams wanting unified VoC analytics, broad enterprise integration, and reputation management with managed advisory services.
27 Nurix Labs Voice-first conversational AI agents for enterprise sales and customer support Cross-industry 44 /100
Top strength Broad 400+ pre-built connector library spanning CCaaS, CRM, order-management, and scheduling tools, with documented action write-backs (refunds, CRM updates, callbacks) for end-to-end resolution.
Top gap No named production case studies, no security certifications or hallucination benchmark, no LLM disclosure, and no public pricing - the public surface is marketing-forward with thin verifiable evidence.
Best for Enterprise buyers wanting voice + chat AI agents with deep CRM/CCaaS connectivity and end-to-end action capability inside their existing stack.
28 DigitalGenius Ecommerce-native AI customer-service platform with hybrid LLM + deterministic workflow architecture for post-purchase resolution Cross-industry 38 /100
Top strength Differentiator vs Sierra, Maven AGI, Ada, Forethought in the cohort: deepest carrier + ERP + WMS integration footprint and the broadest set of named DTC / retail-brand case studies (22 named outcomes including Snipes, Rapha, AllSaints, Boardriders, G-Star, On, Beauty Pie, AirUp,...
Top gap Demo-only pricing on digitalgenius.com (no per-resolution unit rate published; Shopify App Store floor is $1,000/month). No public trust / security page (/security and /trust both 404). Underlying LLM provider not publicly disclosed. No published accuracy or hallucination-rate...
Best for Mid-market and upper-mid-market ecommerce ($50M-$1B revenue, 100k-2M tickets/year) on Shopify, Salesforce, NetSuite, or hybrid stack. Scale stage. DTC and retail brands prioritizing post-purchase CX (WISMO, returns, warranty, subscription).
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This vendor list opened for review on 2026-05-04 with 28 platforms scored at desk-research depth. If your platform fits the inclusion criteria and isn't here, send it our way and we'll prioritise the next wave.
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