A visitor had been on checkout for three minutes. I saw her cart, her source, and opened a chat. She bought. That is the whole product in one moment.
MS
M. S.
Support lead · cross-border store
For support teams Which chats need a person?
The knowledge base answers the first question and translates both ways. The thread lands with you only when it needs a judgment, and the visitor’s pages, source and cart are already on the right.
Questions you answer every day
- Which open threads is AI handling, and which ones should I take?
- What did this visitor look at before asking “is it in stock”?
- Did the people who chatted convert more than those who did not?
- Which page starts the most chats this week, and why?
Conversations
Open · 12- #3FA2C1 · /pricing2 minAI
- #B81E0D · /checkoutnowYou
- #7C44F2 · /docs/sdk6 minAI
- #19D6A8 · /product/ring11 minHandoff
- #E02B77 · /help/billing18 minAI
- #5A1C9F · /pricing24 minClosed
B8Visitor #B81E0D
Berlin · Chrome · de-DEGibt es Versand nach Österreich und was kostet er?
Translated: Do you ship to Austria and what does it cost?
AI reply
Yes, we ship to Austria. Standard delivery is €6.90, free over €80.
Sent in German · from the knowledge base
Und wenn das Paket beschädigt ankommt?
Translated: And if the parcel arrives damaged?
Handed to you · claims need a judgment call
Suggested: Send a photo within 7 days and we replace it.
This visit
- Source
- Google Ads · brand
- Landing page
- /product/ring
- Cart
- 2 items · €124
- Time on site
- 3 min 40 s
- Past chats
- First conversation
Trail in this chat
- /product/ring
- /shipping
- /checkout
The daily friction
Three things that make a support shift longer than it should be
Most of a support day is finding context, not writing the answer.
“What were you looking at?”
The first three messages of every chat are the agent reconstructing what the visitor already did. The analytics tool knows; the chat tool does not.
Every language is a tab
German, Japanese and Spanish visitors each mean a translator tab and a slower reply. The night shift waits for morning.
Nobody can show chat helped
Support is asked to prove value. Without the goal data beside the thread, the answer is a satisfaction survey nobody fills in.
Numbers you report
The support board in four numbers
Sample data from the shared demo site. Attribution reads chat and goals inside the same day.
- Conversations this month
- 1,284
- Conversations this month
- Closed by AI, no handoff
- 62%
- Closed by AI, no handoff
- Translation, visitor ↔ agent
- 2 ways
- Translation, visitor ↔ agent
- Goal rate, chatted vs not
- +38%
- Goal rate, chatted vs not
Sample data. The lift compares goal completion the same day; it does not claim the chat caused the purchase.
Built for support
Five things that are different about this inbox
The chat widget and the analytics snippet are the same script. That is why the visitor context is already there.
The visitor’s trail beside the thread
Region, device, language, time on site, landing page, referrer, the pages in this chat and the analytics sessions from the last two days. Chat and analytics share one visitor ID.
- This visit, trail in this chat, analytics trail and past conversations
- Open the full analytics profile from the drawer
- An Agent-only member can have the trail turned off
Example scenario: A visitor on checkout for three minutes with two items in the cart asks about shipping. You answer the real question — the delivery date — before she asks it.
This visit
- Region
- Berlin, DE
- Device
- iPhone · Safari
- Source
- Google Ads · brand
- Landing
- /product/ring
- Cart
- 2 items · €124
Trail in this chat
- /product/ring
- /shipping
- /checkout
Analytics trail · 2 days
3 sessions- Yesterday 21:14/blog/ring-sizes → /product/ring4 pages
- Today 09:02/product/ring → /shipping2 pages
- Today 09:40/checkoutNow
AI answers first, in the visitor’s language
The knowledge base replies to the repeat questions and translates both directions. Automated replies are labelled, and the agent sees the original and the translation.
- Two-way translation on the same thread; the visitor never sees a language picker
- Replies come from your knowledge base, with the source article shown to the agent
- AI messages carry an “AI reply” label
7CVisitor #7C44F2
Osaka · ja-JP返品は何日以内なら可能ですか？
Translated: Within how many days can I return an item?
AI reply
Returns are accepted within 30 days of delivery, unworn and with tags.
Sent in Japanese · source: Returns policy
ありがとう、助かりました。
Translated: Thanks, that helped.
Handoff when the thread needs a judgment
Claims, refunds beyond policy, anything with a tone. AI hands the thread to a person with a suggested reply, and the visitor sees the switch.
- Handoff rules by topic, sentiment or a visitor asking for a person
- Suggested reply and the matching article arrive with the thread
- Business hours and offline fallback to email
Handoff · #B81E0D
- AI answered shipping cost09:41 · from Shipping policy
- Visitor asked about a damaged parcel09:43 · topic: claims
- Handed to you with a suggested reply09:43 · rule: claims → human
- You replied in German, translated09:45
Proactive invites on the page that stalls
A rule, not a pop-up for everyone: three minutes on checkout with items in the cart, or a second visit to pricing. The greeting mentions the page they are on.
- Conditions on page, time, cart, source, returning visitor or segment
- Once per visitor per day; respects a dismiss
- Measured in attribution like any other chat
Proactive rules
4 active- Checkout > 3 min with cart“Need a hand with delivery options?”On
- Pricing · second visit“Comparing plans? Ask us anything.”On
- Segment · lapsed repeat buyers“Welcome back — your size is in stock.”On
- Docs · error page“Stuck on setup? We can look together.”Paused
Proof that chat helped
Conversion attribution joins chat and goals inside one day: visitors who chatted, visitors who did not, and the goal rate of each. Hot pages show where chats start.
- Chatted rate, no-chat rate and relative lift, per day
- Hot pages: the address where the chat started
- Says so when fewer than 30 people chatted and the sample is thin
| Day | Chatted | Goal rate · chatted | Goal rate · no chat |
|---|---|---|---|
| Mon | 41 | 18.2% | 12.9% |
| Tue | 38 | 16.4% | 12.1% |
| Wed | 52 | 19.1% | 13.4% |
| Thu | 47 | 17.8% | 12.6% |
| Fri | 44 | 18.0% | 13.0% |
A day in the role
From the morning queue to the weekly attribution report
A support shift in five moves. The context is already on the right; the translation is already done.
-
08:301
Open the queue
Twelve open threads. Eight are being handled by AI, three are waiting for a person, one is a handoff from the night.
Inbox · Open
-
08:452
Take the handoff
A German visitor asked about a damaged parcel. The trail shows checkout with two items; the suggested reply is ready. You adjust one line.
Thread + visitor drawer
-
10:303
Spot the pattern
Hot pages: /shipping started 14 chats this week. The policy article is missing the Austria rate.
Reports · hot pages
-
11:004
Fix the source
Add the rate to the knowledge base article. AI uses it on the next question; the page team gets the same note.
Knowledge base
-
Fri 15:005
Report the week
Chatted visitors reached a goal at 18% against 13% without chat. 62% of threads closed by AI. The export goes to the team lead.
Conversion attribution
The visitor drawer, translation and attribution all come from the same snippet the site already runs for analytics.
Working with other roles
Support hears it first, and can show it
Support is the first team to know a page is confusing. With the trail and the hot pages, that knowledge becomes a shared link instead of a Slack message nobody acts on.
Product managers
Get the hot page and the trail: which step made people ask, and what they tried before asking.
OpenMarketing & paid media
Sees the campaign on each thread, so a confusing promo is reported the day it launches.
OpenGrowth & operations
Supplies segments as proactive rules and reads the chat-to-goal lift on its board.
OpenMembers · Live chat
Invite- SLSupport leadAdmin
- A1Agent · day shiftAgent-only
- A2Agent · night shiftAgent-only
- PMProductAnalyst
Agent-only members see the Live chat menu only. The visitor-context permission can be turned off per member.
Owner, Admin and Analyst can handle chats and see every conversation. Analyst cannot export or edit the knowledge base. Viewer cannot use live chat. Agent-only sees chat only, with visitor context optional.
Templates & solutions
Where chat does the most work
Industries with a form, a cart or a booking are the ones where a question stops a conversion. Start there.
Templates that fit this role
Solutions worth reading next
In their words
What a support lead notices first
Two scenes from the job, written as the person doing it might tell them.
Our visitors write in German, Japanese and Spanish. I answer in English and nobody notices. The night shift is two people and a knowledge base.
DH
D. H.
Founder · export business
Illustrative scenarios written from the perspective of people who do this job. Not real reviews.
FAQ
Questions support teams ask
Still have a question?
Chat with the team behind TapCub — we usually reply within a few hours on business days.
Does AI have to say it is AI?
Automated replies carry an “AI reply” label in the widget and in the inbox. When the question needs a person, the handoff is visible to the visitor.
Can an agent see analytics without a full account?
An Agent-only member sees the Live chat menu only. The visitor-context permission (trail and referrer) can be turned on or off for that member.
Is translation a separate product?
No. Two-way translation is part of AI chat, on the same thread. The visitor writes in their language; the agent reads and replies in theirs.
How is “chat helped” measured?
Conversion attribution compares, for one day, the goal rate of visitors who chatted with those who did not, and shows the relative lift. It flags thin samples under 30 chats.
Where does the standalone chat page live?
Every site gets a hosted page at app.tapcub.com/c/{siteKey} for links in emails or social profiles. It uses the same inbox and rules.
Put the widget on one page and take the first thread today
Free chat plan, one seat, the same snippet as analytics.