Answer pre-sale questions and win back abandoned carts in your store's voice
A done-for-you cart recovery and pre-sale automation is an AI agent BufferSol builds into your store, helpdesk and email platform. It answers shopper questions about sizing, shipping, stock and returns in chat and email using your real catalog and policies, and follows up on abandoned carts with messages based on what each shopper looked at or asked. Discounts follow rules you set. It goes live in 3 to 6 weeks.
- Live in 3 to 6 weeks
- Works inside your current tools
- Your people approve what matters
Built for
D2C brands & online storesThe outcome
What changes for your business
Questions answered before checkout
Shoppers get accurate answers on fit, shipping cost, delivery dates and returns while they are still on the product page, drawn from your own data.
Recovery that fits the shopper
Follow-ups mention the product, the question asked and the likely reason for hesitating, instead of a generic reminder with a coupon attached.
Margin kept under control
Incentives go only to carts and customers that meet your rules, so recovered revenue is not bought with blanket discounts.
Is this you?
Direct-to-consumer brands and online retailers on Shopify or BigCommerce with steady traffic, a Klaviyo or Shopify Email recovery flow already running, and a small support team in Gorgias or Zendesk that cannot answer pre-sale chats fast enough.
- Pre-sale chats about sizing, delivery dates or stock wait hours while the team works through order issues.
- Your abandoned cart flow sends the same three emails to everyone, with a discount in the last one.
- Shoppers who never reached the email step of checkout get no follow-up at all.
- Nobody can say which questions come up right before people leave the cart.
- Recovery discount codes end up on coupon sites and eat into margin.
Today vs done for you
The current way, and the new way
What your team does by hand today, and what the automation does instead, step by step.
How it works today
- A shopper opens chat to ask if a size runs small or when an order would arrive, and waits in the same Gorgias queue as refund requests.
- An agent looks up the product, the size chart and the carrier cutoff, then types an answer, often after the shopper has left.
- Klaviyo sends a fixed abandoned cart sequence on a timer, with no idea what the shopper asked or why they stopped.
- The last email in the flow offers a site-wide code to everyone who has not bought yet.
- Shoppers without a recorded email or marketing consent drop out of recovery entirely.
- Once a month someone exports flow metrics and guesses which subject line to change.
What it quietly costs you
- · Ready-to-buy shoppers leave while they wait for a simple answer.
- · Blanket discounts teach repeat customers to abandon carts on purpose.
- · Support hours go to the same twenty pre-sale questions every day.
How it works done for you
- The agent sits in your chat widget and inbox and reads each pre-sale question alongside the product, variant stock, shipping rules and returns policy.
- It answers with specifics, such as the size to pick from the fit notes or the delivery date for the shopper's postcode, and hands off to a person when it is unsure or the order is large.
- When a cart or checkout is abandoned, it reads the session: products viewed, questions asked, shipping cost shown and whether the shopper is new or returning.
- It drafts a short follow-up that addresses the likely blocker and sends it through Klaviyo or Shopify Email only to people with the right consent for that channel.
- It applies your incentive rules, for example free shipping only for first-time buyers above a set cart value, using single-use codes.
- Every conversation, message and code is logged against the customer in Shopify and your helpdesk, with a weekly report on the questions that stall purchases.
Your people
What changes for your team
Support agent
Today
Answering repeat questions about sizing, shipping and stock while order problems pile up.
Done for you
Takes the handoffs the agent flags, such as bulk orders, complaints and detailed product advice.
Retention marketer
Today
Maintaining one-size-fits-all recovery flows and guessing why shoppers leave.
Done for you
Sets offer rules and tone, and works from a weekly list of the real objections shoppers raised.
E-commerce manager
Today
Pulling flow reports and debating how deep discounts should go.
Done for you
Reviews recovered revenue, incentive cost and the product page fixes the question log points to.
The numbers
What it's worth to you
Estimate the time and cost you get back with your own numbers. We baseline the real figures in week 1 and track these KPIs from day one.
Example inputs · change them to yours
Covers answering routine pre-sale questions and drafting personal recovery messages; complex advice and complaints stay with your team.
Staff time back
94 hours a month
About 0.6 full-time people freed for higher-value work
Capacity reclaimed a month
$2,344
A year
$28,125
An estimate from your inputs only. In week 1 we measure your real baseline, so results are tracked against your own numbers.
Pre-sale first response time
Time from chat or email open to first answer, baselined from Gorgias or Zendesk before launch.
Recovered orders
Orders placed after an agent follow-up, attributed in Shopify and compared against a small holdout group.
Incentive cost per recovered order
Total discount value used on recovered orders, compared with the previous flow.
Handoff rate
Share of conversations passed to a person, reviewed weekly to tune topics and thresholds.
Answer accuracy
A weekly sample of agent answers reviewed by your team against the catalog and policies.
70.22%
46%
Works with the tools you already use
- Shopify
- Klaviyo
- Gorgias
- Zendesk
- Shopify Email
- Attentive
- BigCommerce
- ShipStation
- Google Analytics 4
Guardrails built in
- The agent answers only from your catalog, policies and live stock, and says it will check with a person when the data is missing.
- Messages go only to customers with the consent your region and channel require, checked on every send.
- Discounts follow written rules, use single-use codes and stop at a monthly cap you set.
- Price-match requests, health or safety claims and custom orders always go to a person.
Why it hurts today
What teams say about this work
Common complaints from operators, reviewers and industry research.
Shoppers leave carts most often over extra costs such as shipping, tax and fees, slow delivery and distrust of the site, all questions that can be answered before checkout.
Frequent online shoppers report leaving a site they were ready to buy from because a specific question went unanswered, and many gave up while waiting for a reply.
Merchants find the abandoned cart template locked to marketing subscribers only, so most shoppers who leave never get a reminder, and support could not fix it.
Recovery automations fail quietly with a does-not-accept-marketing error, and merchants only discover it after checking why no emails went out.
How it works
From kickoff to live in 3 to 6 weeks
We do the build, the integrations and the rollout. Your team gives us access, reviews the pilot and approves go-live.
- 1
Week 1
Discovery and access
We map the workflow with your team, agree the outcomes and KPIs, measure today's baseline and get secure access to your tools.
- 2
Weeks 2–3
Build and connect
We build the agents and connect your systems, with your rules, approval steps, permissions and logging.
- 3
Weeks 3–5
Test and pilot
We test on your real history, then run a pilot on live work while your team reviews what the agent does.
- 4
Weeks 4–6
Go live and hand over
We roll out in stages, train your team, hand over dashboards and runbooks, and keep improving it with you.
Included with every automation
Executive Ask: ask your business anything
One plain-English assistant connected to the systems you run: CRM, helpdesk, ERP and accounting, HR, inbox and documents. Leaders get sourced answers in seconds and can trigger actions with approval. It respects everyone's existing permissions and logs every answer.
See Executive AskAsk it, for example
- Which questions did shoppers ask most this week right before abandoning their carts?
- How much revenue did cart follow-ups recover last month, and what did the discounts cost us?
- Which product pages trigger the most sizing or shipping questions?
Cart Recovery & Pre-Sale Questions: questions
Straight answers to what clients ask us most.
Ask our teamHow long until it is live?
Most builds are live in 3 to 6 weeks. We start by loading your catalog, policies, shipping rules and past chat transcripts, then connect Shopify, your helpdesk and Klaviyo. The agent runs in draft mode first, with your team approving answers and follow-ups, and goes fully live once accuracy on real conversations meets the bar you set.
What does it cost?
It depends on your traffic, how many channels the agent covers, and which store, helpdesk and email tools are involved. We review your current flows and chat volume, then give a fixed quote. Pricing is quoted after a short scoping call, so you see the full cost before anything is built or connected.
Will it replace our Klaviyo flows?
No. Klaviyo or Shopify Email stays the sending platform, with your templates, consent records and reporting. The agent decides what each follow-up should say and whether an incentive applies, then passes that content and logic into your existing flows. Your marketer keeps control of timing, design and suppression lists.
How does it avoid wrong answers about stock or delivery dates?
It reads live inventory from Shopify, carrier cutoffs and shipping rules from your settings, and policies from documents you approve. If a value is missing or conflicting, it tells the shopper a person will confirm and creates a ticket. A weekly sample of answers is reviewed with your team, and any mistake becomes a new rule.
Can it follow up with shoppers who did not opt in to marketing?
Only where your consent rules allow it. The agent checks consent for each channel before every message and respects the rules for the shopper's region, such as GDPR in the UK and Europe. Where a reminder counts as marketing, shoppers without consent are skipped. Your legal or compliance lead signs off on the consent settings during setup.
Pairs well with
Instant Lead Response & Qualification
Reply to every inbound lead in minutes, day or night, and book the good ones
See the outcomeOrder Status ("Where Is My Order?") Automation
Answer every "where is my order?" message with live carrier data
See the outcomeSupport Ticket Triage & Resolution
Every ticket read, routed and answered before your queue piles up
See the outcomeSources
- 50 Cart Abandonment Rate Statistics 2026 – Cart & Checkout – Baymard, Baymard Institute
- 46% of Frequent Shoppers Have Left a Site Ready to Buy, Gladly Survey Finds, The Agile Brand Guide
- Sending Abandoned Cart mails to Non-Subscribers, Shopify Community
- Why aren't my abandoned checkout recovery emails sending automatically?, Shopify Community
Get Cart Recovery & Pre-Sale Questions done for you
Tell us about your volumes and tools. A senior engineer replies within one business day with scope, timeline and cost.
Live in 3 to 6 weeks · Priced after a short call · Company emails only