[ Agents / A-05 Social Sentiment ]

Write in your
customers’
own words.

Reinforce Lab’s Social Sentiment Agent brings the real voice of your customers into your content. It collects the questions, objections and complaints people post in forums, reviews and social channels, groups them into themes, and turns them into topics, angles and FAQs, so your content sounds like the people you sell to.

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Social Sentiment Agent: Comments from forums, reviews and social posts are grouped into objections, confusions and questions, then turned into FAQ topics and new angles.FORUMSREVIEWSSOCIAL POSTSTHEMESOBJECTIONPRICE AND VALUECONFUSIONHOW TO STARTQUESTIONCAN WE TRUST ITOUTPUTSFAQ TOPICSNEW ANGLESTHEIR WORDS IN COPYTONEFORUMS · REVIEWS · SOCIAL POSTSA-05 · REVIEWED BY A PERSONSocial Sentiment Agent: Comments from forums, reviews and social posts are grouped into objections, confusions and questions, then turned into FAQ topics and new angles.WHERE CUSTOMERS TALKFORUMSREVIEWSSOCIALTHEMESOBJECTIONPRICE AND VALUECONFUSIONHOW TO STARTQUESTIONCAN WE TRUST ITOUTPUTSFAQ TOPICSNEW ANGLESA-05 · REVIEWED BY A PERSON
[ The problem ]

What problem does the Social Sentiment Agent solve?

01 · Problem

Written for insiders

Content uses your language, not the words customers search with.

02 · Problem

Objections ignored

The doubts that stop a purchase never get answered.

03 · Problem

Stale topics

Content plans miss what people are talking about right now.

[ How it works ]

What does the Social Sentiment Agent do?

Four steps, with a person reviewing the result before it reaches you.

  1. Collect

    Public posts, reviews and discussions about your topic, category and competitors.

  2. Cluster

    Group them into recurring questions, objections and complaints.

  3. Weigh

    Separate recurring themes from one-off noise.

  4. Translate

    Turn themes into topics, angles, FAQs and wording for your content.

  5. Human review

    The Reinforce Lab team checks the output before it is delivered or acted on.

[ Deliverables ]

What you get.

  • A customer-voice report by theme
  • Top questions and objections
  • Complaints about you and your competitors
  • FAQ topics in customers’ words
  • Content angles for your plan
  • Monthly updates as conversations change
[ Search Authority OS ]

Where does it fit in Search Authority OS?

Stage: Understand: Demand, competitors and customer voice, before anything is written. Run it on its own, or connect it to the agents it works with.

A-02 · Understand

Content Research Agent

Reinforce Lab’s Content Research Agent gives writers what they need to publish something better than what already ranks.

Explore →A-06 · Understand

Competitor Intelligence Agent

Reinforce Lab’s Competitor Intelligence Agent shows where your competitors win in search, and where they don’t.

Explore →The full system

Search Authority OS

All eight agents connected, so each stage feeds the next and performance feeds the loop.

Explore →
[ Straight answer ]

Loud is not the same as common.

A few angry posts can look like a trend. The agent weighs how often a theme recurs before it shapes your content, and the analysis uses public conversations only, handled with care for people’s privacy. A public post can still contain personal data under UK and EU data protection law, so the analysis reports themes, not individuals.

Sources: ICO: Legitimate interests (UK GDPR guidance) · EUR-Lex: General Data Protection Regulation (EU) 2016/679

[ Who it's for ]

Who is the Social Sentiment Agent for?

[ Questions ]

About the Social Sentiment Agent.

What does the Social Sentiment Agent do?

It collects what real people say about your topic, category and competitors (in forums, reviews and social channels) groups it into themes, and turns those themes into topics, angles and FAQs for your content.

Which sources does it look at?

Public sources relevant to your market, such as forums, review sites and social channels. It does not access private messages or accounts.

How is this different from social media monitoring?

Monitoring tracks mentions of your brand. This agent studies what your customers ask and complain about, and turns it into content decisions.

Can I use it on its own?

Yes. Every agent can run on its own, scoped after the free diagnostic, or as part of a Search Authority OS package.

[ Start here ]

Is this the agent you need first?

The free Search Authority Diagnostic shows where your biggest search gap is, and which agent or package closes it.

Get your free diagnostic →Compare packages