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Social AI

Detect comment intent and respond with the right tone

Yuma reads whether each Instagram or Facebook comment is praise, a question, a complaint or spam, and answers in the tone that fits your brand.

Ordered ages ago, still nothing

Comment · Facebook ad

Yuma is working

  1. Read intent: late order, frustrated
  2. Pick a calm, empathetic tone
  3. Reply and invite them to message

Why one reply style does not fit every comment

Under one post you get a fan who loves the product, a shopper asking about sizing, a customer whose parcel is late and a bot dropping a fake giveaway link. One canned reply sounds wrong for most of them, and answering each by hand means reading every thread twice.

  • Cheerful replies to complaints read as careless
  • Stiff replies to fans feel cold
  • Spam left in place makes the thread look abandoned

How Yuma reads intent and tone

Social AI classifies every comment on your Instagram and Facebook posts, Reels and ads by intent and sentiment as it arrives. You set what happens for each case, scoped by platform and interaction type: a like and a thank-you for praise, an answer from your Handbook for a product question, an empathetic reply and a handoff for a complaint, and a hide for spam.

Every reply follows your brand voice settings for persona, tone, length and emoji, and passes quality checks before it posts. Order questions move to private messages, where Support AI resolves them.

CommentIntent and sentimentYuma's replyHands off when
Obsessed with this colourPraise, positiveA like and a warm thank-youNo handoff needed
Does it run small?Product question, neutralA clear answer from your HandbookThe answer is not in your Handbook
My order is lateComplaint, frustratedAn apology and an invite to messageAlways: order questions go to DMs
Fake giveaway linkSpamHidden from the threadOnly logged for review
Illustrative example

Four comments, four tones

Under a guitar maker's Reel, a fan cheers the limited edition, a shopper asks which wood the neck uses, a customer complains that his order is late and a bot posts a fake giveaway link. Yuma thanks the fan, answers the wood question from the Handbook, apologises to the customer and invites him to message, and hides the fake link.

Benefits

  • 01Speed

    Every comment, sorted

    Each comment is classified and handled as it arrives, so threads never sit unanswered.

  • 02Accuracy

    The right tone, first time

    A clear, friendly answer to a product question ends the thread instead of starting a back and forth.

  • 03Focus

    Your team on the hard ones

    Frustrated customers and sensitive threads reach your team, while praise and simple questions get handled.

  • 04Consistency

    One voice across your pages

    Replies on Instagram and Facebook follow the same brand voice and Handbook as your support team.

Step by step

  1. 01

    Read the comment

    Yuma reads each comment on your Instagram and Facebook posts, Reels and ads as it arrives.
  2. 02

    Classify intent and sentiment

    It labels the comment as praise, a question, a complaint or spam, and reads how the person feels.
  3. 03

    Match your rule

    It finds the action you set for that intent, sentiment, platform and interaction type.
  4. 04

    Reply in your voice

    It writes the reply with your persona, tone and length rules, and checks it before it posts.
  5. 05

    Hand off or hide

    Complaints go to your team, order questions move to DMs for Support AI, and spam gets hidden.

Want Yuma to automate this workflow for your team?

Talk with the team and see how the same playbook can be mapped to your support, sales, social, chat or voice stack.

Book a demo

30-day free trial · Live within a week

Comment intent and tone FAQs

Praise, product and pre-purchase questions, support requests, complaints and spam, along with the sentiment behind each comment.

Final step

Ready to automate your customer service?

Join 140+ ecommerce brands using Yuma AI to deliver faster, better support at a fraction of the cost.

Book a demo
  • 30-day free trial
  • No engineering needed
  • Deploy across channels