Reply: FAQ match, then hybrid retrieval, then rerank
Exact FAQs skip the LLM. Then keyword + semantic search, then a reranker. Built to respect SKUs and policy phrases.
Compare
Reply vs Tidio — pick live chat, or pick answers from your docs
Tidio is widely used as on-site live chat with visual bot flows and Lyro. Reply is a RAG platform: websites, PDFs, and FAQs become the only source of truth, with human take-over when retrieval fails. If visitors must reach a typing human in five seconds, Tidio's live-chat DNA fits. If wrong policy answers are the failure mode you fear, start with grounded retrieval.
- Knowledge-first, not flow-builder-first
- WhatsApp on Growth+
- 7-day money-back on paid
Category mix-up
A visitor-facing chat bubble can mean three different products
Live chat: a human (or a routing bot) in a widget. Automation: click-trees and intents you maintain. RAG: retrieve passages from your corpus and generate only from those. Tidio sells the first two strongly. Reply sells the third.
Teams who “tried a chatbot” and got invented discounts often had a prompt stuffed into a live-chat tool. That is not the same architecture as hybrid search plus rerank plus decline.
- Tidio wins if the KPI is time-to-human on the website
- Reply wins if the KPI is policy accuracy from ingested content
- Both can hand off — the default path is what differs
Decision guide
Which failure mode can your brand not afford?
Choose Tidio when live operators are the product
You staff the widget, want visual flows, and treat AI as an assistant on top of that chat stack.
Choose Reply when the corpus is the product
COD rules, clinic hours, SaaS docs — the answer already exists in writing. You want retrieval quality, not another flow canvas.
Combine only with a clear owner
Two widgets on one site confuse visitors. Pick one edge bot. Keep humans in one inbox.
Architecture, not slogans
What “AI” actually does in each product
Tidio: live chat plus bot builder plus Lyro
Strong at catching visitors and automating common clicks. Confirm how strictly Lyro is grounded in *your* uploaded sources on a demo.
Channels
Reply: web widget, WhatsApp, Instagram, Telegram. Tidio's channel set is broader in places (e.g. email/Messenger depending on plan) — verify current Tidio docs rather than this page.
India pricing and GST
Reply bills in ₹ with GST at checkout. Tidio is typically USD card billing unless you have another arrangement.
Side by side
Reply vs Tidio
| Capability | Reply | Tidio |
|---|---|---|
| Starts as | RAG over your docs | Live chat + bot flows |
| Default source of answers | Ingested tenant content | Flows / Lyro / operators |
| Designed to decline when docs miss | YesYes | Depends on bot design |
| Staffed live-chat widget as core | Handoff when needed | YesYes |
| Visual flow builder as the main setup | No | YesYes |
| ₹ pricing + GST checkout | YesYes | Typically USD |
Starts as
- Reply
- RAG over your docs
- Tidio
- Live chat + bot flows
Default source of answers
- Reply
- Ingested tenant content
- Tidio
- Flows / Lyro / operators
Designed to decline when docs miss
- Reply
- YesYes
- Tidio
- Depends on bot design
Staffed live-chat widget as core
- Reply
- Handoff when needed
- Tidio
- YesYes
Visual flow builder as the main setup
- Reply
- No
- Tidio
- YesYes
₹ pricing + GST checkout
- Reply
- YesYes
- Tidio
- Typically USD
FAQ
Reply and Tidio
No. We do not ship Tidio's live-chat-first builder. We ship crawl, retrieval, widget, messaging channels, and human handoff.
Humans can take over a conversation (handoff, availability, notes, quick replies). That is not the same as selling a live-chat infrastructure product.
Tidio's knowledge features change over time. Compare a current Tidio knowledge demo against Reply's crawl + upload + FAQ exact match rather than trusting a blog from last year.
It depends whether you are paying for operator seats and visitor MAUs (chat) or conversation/document limits (Reply). Meter the job.