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Recipe: FAQ shortcuts (skip the LLM, save messages)

Power user

Recipe: FAQ shortcuts

If 40% of your bot's traffic is the same five questions, answer them with rules. Each rule-handled message costs zero LLM calls and doesn't count against your monthly quota.

The pattern

Build a small dict of patterns to canned replies, then loop:

FAQ = {
    ("hours", "open", "opening times", "when are you open"):
        "We are open Mon-Fri 9am-6pm UK time. We are closed on weekends and UK public holidays.",

    ("refund", "money back", "return policy"):
        "Refunds are available within 30 days of purchase. Email refunds@yourcompany.co.uk with your order number.",

    ("shipping cost", "delivery cost", "postage"):
        "Standard delivery is £3.99. Free over £40. Next-day available at checkout.",

    ("contact", "phone number", "call you"):
        "You can reach us by email at hello@yourcompany.co.uk or by phone on 020 1234 5678.",

    ("address", "based", "located"):
        "We are based in Hampshire, UK. All orders ship from our Andover warehouse.",
}

def respond(message, context):
    msg = message.lower().strip()
    for triggers, reply in FAQ.items():
        if any(t in msg for t in triggers):
            return reply
    return None

Why this matters

Say your bot gets 1,000 messages a month and 350 of them are "what are your hours?" or "do you ship to Ireland?". With rules, that's 350 messages saved — straight off your monthly counter. On the Starter plan that's 7% of your monthly quota, free.

Slightly smarter matching

Avoid false positives by checking word boundaries:

import re

def has_keyword(msg, words):
    pattern = r"\b(" + "|".join(re.escape(w) for w in words) + r")\b"
    return re.search(pattern, msg) is not None

def respond(message, context):
    msg = message.lower().strip()

    if has_keyword(msg, ["hours", "open"]):
        return "Mon-Fri 9am-6pm UK time."

    return None

Build your FAQ list from real chat logs

Open Dashboard → Live tracking. Watch what real visitors are asking. After a week you'll spot the same questions over and over — those are your top FAQ candidates.