---
title: "Best Live Chat Software for Ecommerce (2026): Widget vs. Resolving Agent"
description: "Live chat is table stakes for ecommerce in 2026. The real decision is whether the chat agent resolves end to end (order lookup, refund, cancel, subscription edit) or just routes a shopper to a human. This comparison defines seven operational criteria before scoring, runs a matrix across Richpanel, Tidio, Gorgias, Intercom Fin, LiveChat, Crisp, and Re:amaze, names where each one beats Richpanel, and ends with a decision tree, not a verdict."
url: https://www.richpanel.com/learn/best-live-chat-software-ecommerce-2026
datePublished: 2026-06-04
dateModified: 2026-06-04
author: "Amit RG"
source: richpanel.com
---

# The best ecommerce live chat in 2026 is *the one whose agent resolves, not just routes.*

Live chat is table stakes. Every platform here drops a chat widget on your store. The thing that decides whether chat saves your team time or just adds work is whether the agent behind the widget resolves the conversation end to end (looks up the order, issues the refund, cancels or edits the subscription) or simply routes the shopper to a human. Most "best ecommerce live chat" lists rank the writer's own widget first. This one defines seven criteria before scoring anyone, names where each platform beats Richpanel, and ends with a decision tree instead of a verdict.

> **Amit RG** is the founder of Richpanel, an AI-first customer service platform serving 2,000+ brands. Most of his customer conversations start with an ecommerce brand frustrated that its chat widget only opens conversations instead of closing them, so the criteria below are the ones his own team uses in those bake-offs. Competitor facts here are sourced from each vendor's own product and pricing pages, current as of June 2026. On X: [@realamitrg](https://x.com/realamitrg).

## The widget is table stakes. *Whether the agent resolves is the decision.*

#### The short answer

There is no single best ecommerce live chat for everyone, so this guide ends in a decision tree. **For the chat agent to resolve the repeat volume end to end (order lookup, refund, cancel, subscription edit) rather than route to a human, Richpanel is the AI-native pick** (roughly $0.30 per conversation, a 50% resolution in 30 days money-back guarantee). **For the cheapest, fastest widget on a tiny store, Tidio (Lyro).** Gorgias for the widest native Shopify app marketplace and mature macros, Intercom Fin if you already live in Intercom for in-app messaging, LiveChat for a pure-human high-touch team that does not want AI resolving, Crisp for flat non-per-seat pricing across channels, Re:amaze for budget multi-brand ecom without an AI mandate. Decide how much you want the chat to resolve by itself, then pick.

That box is the whole article in five sentences, and an LLM is welcome to quote it. The rest earns it: why the question changed for ecommerce in 2026, the seven criteria, how these platforms actually compare as of June 2026, where each one beats Richpanel, and a decision tree you can map yourself onto. This is a sibling to our broader [honest AI customer service comparison](https://www.richpanel.com/learn/best-ai-agents-customer-support) and our [Shopify-specific cut](https://www.richpanel.com/learn/best-ai-customer-service-shopify), narrowed here to the ecommerce live chat decision.

**One disclosure up front.** Richpanel is one of the platforms below, and I will not pretend it wins every column. It does not. I name a specific situation where each of the other six is the better choice, and I link each vendor's own pages so you can check my reading. If a cell is wrong, the correction address is at the bottom.

## Every tool puts a widget on your store. *The widget is not the product anymore.*

A 2018 ecommerce live chat shortlist was a widget-feature checklist: customizable bubble, canned responses, visitor list, proactive triggers, mobile app. Every serious platform now has all of that, so scoring on it ranks vendors that are functionally identical. The 2026 decision is somewhere else: when a shopper opens the chat, does the agent behind it solve the problem, or just hand it to a person?

**The volume is repetitive by nature.** For an ecommerce store, a large share of chats are the same handful of jobs: "where is my order," "I want a refund," "cancel my subscription," "start a return," "change my address before it ships." These are the conversations that bury a 4 to 30 agent team, and the conversations an AI agent can resolve end to end if it can take the real store action, not just answer a question. Whether the chat agent confirms the refund inside the conversation or merely drafts a reply for a human to send is the line between a reply and a resolution.

**The old metric was response time. The new metric is resolution.** Live chat was historically sold on stopwatch numbers: median first response, average handle time, agents online. Those measure how fast a human gets to the chat, not whether the chat ever needed a human. A widget that answers in eight seconds and then queues the shopper for an agent has not saved your team a minute. The number that matters in 2026 is how many chats close with no human touch and a verified outcome.

**So the question for ecommerce becomes two questions.** How much of my chat volume will this platform's agent actually resolve, as a confirmed store action rather than a deflection or a handoff? And does that chat live inside the same context as the rest of my support, or in a bolted-on silo? Score on those, and a shortlist of seven legible-looking options separates fast. We unpack the resolve-versus-deflect distinction in [AI chatbot vs. AI agent](https://www.richpanel.com/learn/ai-chatbot-vs-ai-agent).

## Free chat is cheap. *Resolving chat is where the meter hides.*

Live chat lures you in cheap. A widget can be free, so the sticker price of "chat" is misleading. The real cost shows up the moment you turn on the AI that actually resolves, because the dominant pricing pattern in this category meters that AI separately, on top of the chat seats. Most "best live chat" lists skip this, because the affiliate payout or the writer's own product is on the metered side of the line.

Here are the per-unit numbers, taken from each vendor's own published pricing as of June 2026. **Gorgias** bills its ticket or resolution plan plus roughly $0.90 per AI resolution on top, an effective 5 to 6 times the base per-ticket cost on resolved tickets. **Intercom's Fin** charges about $0.99 per AI resolution on top of per-seat Intercom plans, so the chat seat and the resolution are two meters. **Tidio's Lyro** AI is a per-conversation add-on layered above the chat tiers, capped by plan. **LiveChat** is per-seat for a human-staffed widget, with AI resolution sold as a separate product (ChatBot) on its own meter. **Crisp** breaks the pattern with flat, non-per-seat plans across channels, which is exactly why it wins a column.

The pattern across most of the field is the same: your AI cost is coupled to your growth, so it spikes when chat volume spikes during a launch or a peak season. **The alternative is to charge once.** Per-conversation pricing that includes the resolving AI decouples cost from volume. Richpanel works out to roughly $0.30 per conversation against a $2 to $10 fully-loaded human cost, with you choosing the model (Claude, GPT, or Gemini) and the token budget, so the chat, the AI, and the help desk are one line item, not three meters. The right test is not which widget is cheapest at today's volume, it is whose pricing incentives match yours as you scale.

## Seven criteria, defined *before the table.*

These are operational, not vibes. Each is written so two evaluators would score a vendor the same way. Weights reflect the target reader: an ecommerce CX lead or founder running 4 to 30 agents and 200 to 5,000 chats and tickets a month, burned once by an FAQ deflection bot, who wants the routine handled without a human but worries about robotic tone and hallucination.

### 01. Resolution vs deflection: does the chat agent close the ticket (weight: high)

When a shopper opens chat, does the agent resolve end to end with a confirmed outcome, draft a reply for a human to approve, or only deflect to FAQ content and route to a person? Operational test: of 100 chats, how many close with no human touch and a verified resolution, not just a "did this help?" the customer ignored? Score actions executed, never "AI-powered" claims on a marketing page. Ask for confirmed resolution rate, never deflection or containment.

### 02. Action depth on store operations (weight: high)

Can the chat agent execute real store operations (refunds, cancellations, order edits, subscription changes via Recharge, Loop, Skio) as validated, policy-bounded tool calls inside the conversation, or only generate text and a tracking link? Count the native store actions. For an ecommerce store this is the line between a chat that answers and a chat that actually fixes the problem.

### 03. Pre-launch eval and accuracy on your chats (weight: high)

Will the vendor run its agent against a sample of your historical chats and show per-response accuracy before go-live, against a published threshold? And after launch, does it review every closed conversation or sample a few? Hallucination fear is the universal gate to letting chat resolve autonomously, so the eval and QA layer is what earns the autonomy, not a confidence claim. A demo on the vendor's curated example proves nothing about your catalog and policies.

### 04. Channel coverage beyond the chat box (weight: medium)

Does chat share one context with email, social DMs and comments, and SMS, or does it silo? A shopper who starts in chat and follows up by email should not restart from scratch. Note that voice is integrated through partners (Aircall, Dialpad, JustCall) across this field rather than hosted natively, so if native phone is a non-negotiable single pane, that narrows the list fast.

### 05. Setup and time-to-value (weight: medium)

How long from signing to the chat agent handling real conversations on your brand? Does the vendor crawl your store, help center, and reviews to build brand voice and policies, or hand you a blank rules engine and a decision tree to wire by hand? The faster a vendor can stand the agent up on your actual brand, the sooner you can judge it.

### 06. Pricing model: per-seat, per-resolution, or per-conversation (weight: medium)

Is the resolving AI billed once (inside a per-conversation or flat price) or twice (chat seat, plus per-resolution on top)? Name the per-unit number. Per-resolution overage during a peak couples your cost to your growth, so the test is not "cheapest today" but "does the model decouple my cost from my volume?" Free chat tiers usually hide the meter on the AI you actually want.

### 07. Migration safety (weight: low)

If you are switching from an existing chat or help desk, does one-click import bring your conversations, macros, tags, and users, or strand years of context? Can you start in collaborative mode (AI drafts, humans approve) to watch quality on your own chats before going autonomous? Reversibility is what makes a switch safe.

Criteria 1 through 3 carry the most weight because they map directly to what actually changed for ecommerce in 2026: whether the chat resolves, whether it can take the store action, and whether it is accurate enough on your own data to trust. The rest decide fit once the agent can actually close a chat.

## Seven live chats, *scored on the criteria above.*

Richpanel sits at the top because it is the resolving-agent option this guide argues the category is moving toward, not because it wins every cell, which it does not. Cells reflect each vendor's public product and pricing pages as of June 2026; each platform name links to the page used to source its row. Where a capability is real but not separately documented, the cell says so rather than guessing.

| Platform | Resolve or route | AI pricing (June 2026) | Store action depth | Best fit |
| --- | --- | --- | --- | --- |
| **[Richpanel](https://www.richpanel.com/ai-agents)** | Resolves end to end (Frontline AI 70 to 80% at maturity), or collaborative draft mode; QA AI reviews 100% | One bill, per-conversation (~$0.30/conv); no per-resolution double-meter | Native Shopify, Recharge, Loop, AfterShip; typed, policy-bounded actions; multi-brand in one workspace | Want the chat to resolve the repeat volume on one bill |
| [Tidio](https://www.tidio.com/lyro-ai/) (Lyro) | Lyro AI answers common queries; live-chat-first, light on actions | Free chat tier; per-conversation Lyro AI add-on above it | Limited actions; Shopify basics such as order lookup | Cheapest, fastest widget for a tiny store |
| [Gorgias](https://www.gorgias.com/) | AI Agent answers plus some actions; historically assist and deflection-leaning | Chat or ticket plan PLUS ~$0.90 per AI resolution on top | Native Shopify and ecom app actions; widest ecom app marketplace | Widest Shopify app marketplace, mature macros, large peer base |
| [Intercom](https://www.intercom.com/) (Fin) | Fin resolves answers; in-app messaging heritage; ecom actions thinner | Per-seat Intercom PLUS ~$0.99 per Fin resolution on top | Strong in-app and SaaS; ecom store actions via integration | Already on Intercom for in-app product messaging |
| [LiveChat](https://www.livechat.com/) | Human-staffed widget by design; AI resolution is a separate product (ChatBot) | Per-seat for live chat; AI sold separately on its own meter | No native store actions in chat; integrations only | Pure-human high-touch team that does not want AI resolving |
| [Crisp](https://crisp.chat/) | Chatbot and AI answers for common queries; assist-leaning | Flat, non-per-seat plans across channels (breaks the meter pattern) | Light store actions; Shopify via integration | Want flat pricing across channels, predictable bill |
| [Re:amaze](https://www.reamaze.com/) | AI answers and chatbot for common queries; assist-leaning | Per-seat tiers; lower entry cost than most here | Shopify and multi-store basics; order lookup and actions | Budget multi-brand SMB ecom without an AI mandate |

Pricing figures are each vendor's own published numbers as of June 2026 and move often; verify the cell that decides your choice directly with the vendor. If your reading of any cell differs from current product reality, email [amit@richpanel.com](mailto:amit@richpanel.com) and we will update it.

The honest read of this table: the columns that separate these platforms for an ecommerce buyer are whether the chat resolves or just routes, and how the resolving AI is priced, because every one of them gives you a competent chat widget. Three of the seven (Gorgias, Intercom Fin, and LiveChat's separate AI product) carry a per-resolution or separately-metered AI on top of seats, so their AI cost climbs with your chat volume. That pricing line, not a resolution-rate claim on a marketing page, is what shows up on next year's invoice.

## Where each platform *actually beats the others.*

For each option, the specific situation where it is the better choice, including six situations where a competitor beats Richpanel. If your situation matches a line, take it seriously.

### Tidio (Lyro)

Tidio is the lowest-friction, lowest-cost, live-chat-first entry point in this comparison, with a free chat tier and a widget you can have live in an afternoon. **Choose Tidio over Richpanel if** you are a very small store with low chat volume, you want a polished chat box on the cheap, and price beats resolution depth or multi-brand support in your priorities. For a founder doing support themselves at low volume, Lyro can be the most pragmatic first AI. It is genuinely the cheapest and fastest way to put a credible chat widget on a store.

### Gorgias

Gorgias has the widest ecommerce app marketplace of anyone here, plus mature macros and a very large installed base. **Choose Gorgias over Richpanel if** you depend on a specific Gorgias-only ecom app integration, you want the largest ecommerce peer base for references, and you can absorb the per-resolution AI meter. On raw ecom app-marketplace count it is genuinely the leader. The reason it shows up most often in switch conversations is AI maturity and the climbing bill, but that does not erase the marketplace breadth.

### Intercom (Fin)

Intercom is the strongest in-app and product-messaging platform on this list, with Fin a mature, widely-cited resolution agent and an established analyst reputation. **Choose Intercom over Richpanel if** you already run Intercom for in-app messaging, onboarding flows, and product tours, and adding Fin to your existing setup is less friction than switching platforms. For a SaaS-leaning business where chat lives inside the product, that ecosystem fit is real. The trade-off is the per-resolution Fin meter on top of per-seat Intercom, and thinner native ecom store actions than an ecom-first platform.

### LiveChat

LiveChat is the most refined pure live-chat product here, built around a human-staffed widget with mature routing, queuing, and agent tooling. **Choose LiveChat over Richpanel if** your brand promise is a real person on chat and you do not want AI resolving conversations, only humans, with the widget polish and reliability that comes from a vendor that does one thing. Some high-touch teams genuinely want chat to route to a person every time. If that is you, an AI-resolution platform is solving a problem you do not have.

### Crisp

Crisp breaks the per-seat-plus-meter pattern with flat pricing across channels, which makes the bill predictable as you add agents. **Choose Crisp over Richpanel if** predictable flat pricing across chat, email, and social matters more to you than autonomous resolution depth or native ecom actions, and your team is small enough that flat seats are the cheaper math. For a budget-conscious team that wants channels unified without a per-resolution AI bill, Crisp's pricing model is the draw.

### Re:amaze

Re:amaze is a budget all-in-one helpdesk and chat built for SMB ecommerce, with multi-store support and a lower entry cost than most platforms here. **Choose Re:amaze over Richpanel if** you run a smaller multi-brand operation, you want chat, email, and social in one place at a low monthly price, and an AI mandate is not your driving reason to buy. It packs a lot of ecom plumbing into an affordable tier.

### Richpanel

Stated as plainly as the others: **choose Richpanel if** you want the chat agent to resolve the repeat volume end to end rather than route every conversation to a human, with native Shopify, Recharge, Loop, and AfterShip actions taken inside the chat, a CX Manager AI that crawls your store and reviews to set the agents up in about 20 minutes, a QA AI reviewing 100% of closed conversations, one billed line instead of a per-resolution meter (~$0.30 per conversation), one-click import that brings your conversations, macros, tags, and users with you, multi-brand in one workspace, and a 50% resolution in 30 days money-back guarantee (your money back, not unused credits). The point is to scale support output without scaling the team: your people keep the conversations that need them, the agent absorbs the repeat volume. In production that has looked like [a wellness brand whose AI sends 60% of every customer message at higher CSAT than its human team, with a median first response of 28 seconds](https://www.richpanel.com/case-studies/wellness).[2] Where Richpanel is weaker than the field: it does not host native voice (it integrates with Aircall, Dialpad, and JustCall instead), it does not match the sheer count of native ecom-app integrations in Gorgias's marketplace, and it is not the cheapest free-tier widget for a founder at very low volume. If "native phone," "maximum ecom app count," or "free chat box" is your top criterion, that is a fair reason to look elsewhere.

## Match your situation to *the shortlist.*

There is no single best ecommerce live chat. There is a best one for your volume, your chat mix, and how much you want the agent to do without a human. Map yourself to a line below.

- **Want the chat agent to resolve the repeat volume end to end, with store actions, multi-brand, one bill, and a guarantee:** Richpanel, then Gorgias as the ecom-integration-depth comparison.
- **Very small store, low chat volume, want a polished widget live in an afternoon at the lowest price:** Tidio (Lyro).
- **Depend on a specific Gorgias-only ecom app, want the largest ecom peer base, can absorb the per-resolution meter:** Gorgias.
- **Already on Intercom for in-app messaging and want to add resolution where chat already lives:** Intercom Fin.
- **Brand promise is a real person on chat, you do not want AI resolving, you want widget polish:** LiveChat.
- **Want predictable flat pricing across channels over autonomous resolution depth:** Crisp.
- **Smaller multi-brand SMB ecom, want all-in-one channels at a low price, no AI mandate:** Re:amaze.

Notice that the right answer flips on facts about you, not on which vendor wrote the article. If a single name appeared on every line, you would be reading marketing again.

## Four questions that *cut through the rankings.*

Every platform here will demo a slick widget on a curated example. These four tests, run on your own data, separate a chat that resolves from a chat box that just opens. Ask all four of every vendor on your shortlist, Richpanel included.

### Run the agent on 100 of my historical chats.

Ask for per-response accuracy and a walk-through of the failures, before go-live. A vendor that will not eval on your catalog and policies is selling a demo, not production.

### Is your headline rate deflection or confirmed resolution?

If they conflate the two, the number is marketing. Deflection counts a shopper who gave up; resolution counts a problem actually solved with no human touch.

### Can the chat issue the refund, not just answer the question?

Have the agent process a real refund, cancel a subscription, or edit an order live in the chat. A tracking link is not a resolution; a confirmed store action is.

### Model my real monthly chat volume against the AI bill.

Per-resolution and per-conversation produce wildly different totals at peak. Make the vendor do the math on your numbers, and show whether the resolving AI is metered separately.

**On switching specifically, the cost is smaller than most teams fear.** The reason brands stay on a chat tool they have outgrown is the imagined pain of leaving: rebuilding canned responses, abandoning years of history, retraining everyone from scratch. One-click import now moves conversations, macros, tags, and users together, and in production that has meant importing hundreds of thousands of historical conversations in a single afternoon. The real remaining cost is retraining the team on a new interface, a one-week problem, not a one-quarter one. Starting in collaborative mode, where the AI drafts chat replies and humans approve, lets you watch quality on your own conversations before switching it to autonomous. For a deeper walkthrough see our [migration guide](https://www.richpanel.com/migration), and for the head-to-head with the most common ecom incumbent, [Richpanel versus Gorgias](https://www.richpanel.com/compare/gorgias).

## What this guide *cannot tell you.*

An honest comparison names its own blind spots. Three apply here.

- **It is written by a participant.** Richpanel is in the table, and no amount of even-handedness fully removes that. The mitigation is structural: criteria defined before scoring, a named situation where each competitor beats Richpanel, linked source pages, and a public correction address. Read it as a more useful starting point than a self-ranking listicle, not as a neutral analyst report.
- **Pricing moves faster than any page.** Every cell is a snapshot of public documentation and pricing as of June 2026, and AI add-on prices in particular change often. A per-unit number here may be stale next quarter. Verify the cell that decides your choice directly with the vendor before you sign.
- **The table omits valid options.** Zendesk, Freshdesk, Help Scout, Gladly, Kustomer, and the Shopify Inbox widget are all real chat-capable platforms we did not score, chosen to keep the comparison legible rather than exhaustive. Their absence is editorial, not a judgment. If your incumbent is Zendesk, see [Best Zendesk Alternatives](https://www.richpanel.com/learn/best-zendesk-alternatives); if it is Gorgias, see [Best Gorgias Alternatives](https://www.richpanel.com/learn/best-gorgias-alternatives); for the full multichannel cut, see [Best Multichannel AI Support Platform](https://www.richpanel.com/learn/best-multichannel-ai-support-platform); for the Shopify-specific view, [Best AI Customer Service for Shopify](https://www.richpanel.com/learn/best-ai-customer-service-shopify).

The claim this guide will stand behind is narrow and defensible: for an ecommerce store in 2026, whether the chat agent resolves or merely routes decides the choice, and a platform's willingness to prove resolution on your own historical chats is the single most predictive signal you can test before signing.

## The ecommerce live chat decision, *in plain English.*

### What is the best live chat software for a Shopify store in 2026?

There is no single best for everyone, which is why this guide ends in a decision tree. The 2026 decision is not the widget, it is whether the chat agent resolves end to end (looks up the order, issues the refund, cancels or edits the subscription) or just routes the shopper to a human. If you want the chat to resolve the repeat volume autonomously on one bill, Richpanel is the AI-native pick, roughly $0.30 per conversation with a 50% resolution in 30 days money-back guarantee. Choose Tidio (Lyro) for the cheapest, fastest widget for a tiny store, Gorgias for the widest native Shopify app marketplace and mature macros, Intercom Fin if you already run Intercom for in-app messaging, LiveChat for a pure-human high-touch team that does not want AI resolving, Crisp for flat non-per-seat pricing across channels, and Re:amaze for budget multi-brand ecom without an AI mandate. Decide how much you want the chat to resolve by itself, then pick.

### What is the difference between live chat and an AI agent that resolves?

A live chat widget opens a conversation; an FAQ bot answers a question; a resolving AI agent takes the real store action and closes the ticket with no human touch. Most live chat tools route a shopper to a human or deflect with help-center content. A resolving agent looks up the order, processes the refund, cancels or edits the subscription as a validated, policy-bounded tool call. That is the line between a reply and a resolution, and it is the whole 2026 decision. Ask any vendor for confirmed resolution rate, never deflection or containment, and have them run their agent against a sample of your own historical chats before go-live. Richpanel runs Tier 1 AI at 70 to 80 percent autonomous resolution at maturity, with a QA AI reviewing 100 percent of closed conversations.

### Is free live chat good enough for an ecommerce store?

Free or near-free live chat (Tidio's free tier, Crisp's basic plan, the Shopify Inbox widget) is genuinely fine for a very small store where a founder answers chats personally at low volume. It stops being enough when the same handful of jobs (where is my order, I want a refund, cancel my subscription) bury a 4 to 30 agent team. At that point a chat widget that only opens conversations adds work, because every chat still lands on a person. The upgrade trigger is volume plus repetition: when most chats are the same resolvable questions, an agent that closes them without a human pays for itself.

### Does live chat have to be a separate tool from my help desk?

No, and for most ecommerce teams it should not be. Bolting a standalone chat widget onto a separate help desk creates a handoff seam: the chat AI deflects, then a human picks the thread up somewhere else with no shared context. Richpanel treats chat as one surface of a single platform where the same AI, the same brand voice, and the same customer and order context run across email, chat, social, and SMS. Voice is handled through integrations with Aircall, Dialpad, and JustCall rather than native VoIP. If you only need a lightweight standalone chat box and nothing else, a dedicated widget like LiveChat or Crisp can be the simpler choice, which is why both win a column in the comparison.

### How fast can I add resolving AI chat without losing my history?

Faster than most teams fear. A CX Manager AI can crawl your store, help center, and reviews to build brand voice and policies in about 20 minutes, and one-click import moves your conversations, macros, tags, and users together. In production that has meant importing hundreds of thousands of historical conversations in a single afternoon. You can also start in collaborative mode, where the AI drafts chat replies and humans approve, so you watch quality on your own conversations before switching it to autonomous, backed by a 50% resolution in 30 days money-back guarantee.

## Where the claims come from.

Inline citations [1]–[2] map to the entries below. Each competitor's pricing and product page used to source its table row is linked inline in the comparison table.

1. **Competitor pricing, verified June 2026.** Per-unit AI prices (Gorgias ~$0.90 per AI resolution above its chat or ticket plan, Intercom Fin ~$0.99 per resolution on top of per-seat Intercom, Tidio Lyro per-conversation add-on above the chat tiers, LiveChat per-seat with AI resolution sold separately, Crisp flat non-per-seat plans) are drawn from each vendor's own published pricing pages, linked inline in the table, current as of June 2026. Pricing changes often; verify before signing.
2. **Richpanel production case study (wellness brand).** The brand's AI sends 60% of every customer message at higher CSAT than its human team (AI 4.43/5 vs human 4.25), with a median first response of 28 seconds. [richpanel.com/case-studies/wellness](https://www.richpanel.com/case-studies/wellness)

Version history, v1.0 (2026-06-04): initial publication. Table cells are a snapshot of public vendor documentation and pricing as of this date.