Analyze Google reviews with review sentiment analysis in Claude
Use EmbedSocial's review sentiment analysis agent to summarize Google review themes, customer sentiment, complaints, praise, and recommended next steps with Claude.
GoogleClaudeOne connection. Runs on your live EmbedSocial data.
What does it do?
Connect EmbedSocial with Claude to create a review sentiment analysis agent that reads your Google reviews and summarizes what customers praise, complain about, and mention most often.
Useful for
- Running review sentiment analysis: see whether recent reviews are mostly positive, negative, or mixed.
- Finding recurring themes: identify common praise, complaints, service issues, and product mentions.
- Creating action summaries: turn review data into clear next steps for marketing, support, and operations.
How to set up
- 1
Create your EmbedSocial account
Sign up for a free EmbedSocial trial to connect your Google reviews and turn on the MCP.
Start free trial - 2
Connect your Google reviews in EmbedSocial
Add the review sources or locations you want Claude to analyze.
- 3
Create a review widget
Use a widget that contains the reviews you want to include in the analysis.
- 4
Set up the EmbedSocial MCP in Claude
Paste the MCP URL into Claude and authorize access with your EmbedSocial account.
- 5
Run the prompt
Ask Claude to analyze sentiment, themes, complaints, praise, and recommended actions.
Note: Depending on the connectors you are using, you may be prompted to authenticate your platform connections by logging into your accounts.
Here's how all that looks via an interactive video:
Real-world use case
Imagine you manage customer feedback for several locations and need a quick read on what changed this month. Instead of reading every review manually, you ask Claude:
Using the EmbedSocial MCP, pull recent Google reviews from [widget] and analyze sentiment, recurring themes, complaints, praise, and recommended actions.
Claude reviews the connected EmbedSocial review data, groups feedback into themes, summarizes sentiment, and gives your team a clear list of actions to consider.
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