Overview
Triple Whale's Meta Social integration syncs comments from Facebook ads so they can be analyzed in Triple Whale Chat for sentiment, recurring themes, customer objections, and creative feedback.
Note: This integration currently pulls comments from Facebook ads only. Instagram ad comments are not yet supported.
Video Walkthrough
Get connected
Go to Data → Integrations.
Under Analytics, find Meta Social and select Connect.
Example Analysis
Once Meta Social is connected, you can ask Triple Whale Chat to analyze your Facebook ad comments directly. Type the prompts below into Chat as written, or adapt the wording to match your own ads and time frame. Each example below shows what to ask and what kind of response to expect.
A. Summarize All Recent Comments
Quickly get a snapshot of audience sentiment and key discussion points across your entire ad account.
Prompt:
Give me my last 200 comments on Meta ads and summarize them for me.
Result: The AI returns a summary including:
Overall Sentiment (positive, neutral, negative)
Key Themes (common praise, concerns, product mentions)
Sample Highlights (examples of strong or mixed opinions)
This is ideal for understanding audience mood and emerging trends at scale.
B. Deep-Dive on a Top Ad
Zero in on your highest-performing ad and analyze the conversation driving engagement.
Prompt:
Give me my top Meta ad over the last 30 days by spend and get me the comments for this ad.
Result: A comprehensive report including:
Top Ad Metrics: Spend, ROAS, Ad ID
Analysis Section:
Positive Feedback — what customers love
Common Questions — possible conversion barriers
Specific Objections — recurring themes in negative comments
Recommendations:
Actionable suggestions for improving ad copy, creative, or targeting based on real customer feedback.
This deep-dive helps you connect performance metrics with authentic audience sentiment—so you can double down on what’s working.
C. Run Sentiment Scoring (Advanced)
For a more quantitative breakdown, you can ask the AI to run code-based sentiment scoring on your retrieved comments.
Prompt:
Use code to do sentiment analysis on these 140 comments.
(Run this prompt immediately after analyzing an ad in Section B.)
Result: A structured summary showing:
Total Comments Analyzed
Positive / Neutral / Negative Breakdown
Percentage and trend over time
Use this data-driven view to measure improvement across creative tests or campaigns.
Why It Matters
Meta ad comments are a goldmine of customer insight. With the Meta Social integration, you can:
Monitor real-time audience sentiment.
Identify messaging gaps and conversion blockers.
Continuously refine creative direction based on what your customers are actually saying.
Transform your social engagement into strategic creative intelligence—all within Triple Whale.