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Home > Destinations > MCP > Glassdoor Review

Ask your Glassdoor Review data with Catchr MCP

Prepare your next employer reputation review with the ratings and employee feedback behind it. Catchr connects Glassdoor Review data to ChatGPT and Claude through MCP, helping freelancers and agencies explore client questions about workplace experience.

Connect the relevant account, discover its available fields and choose what to analyze—from company ratings to the pros, cons and advice shared in reviews.

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“Compare paid media performance across my client accounts and flag the biggest changes.”

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Glassdoor Review
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Bring ratings and employee feedback into the same discussion

Use company ratings to frame the conversation, then explore individual reviews for context. Discover the connected account’s live schema first and select the available columns for each question.

01

Company ratings for an employer reputation overview

Select Overall Rating and Review Count to describe the company’s rating alongside its review volume. Add Recommend to Friend Rating, CEO Rating and Business Outlook Rating to cover employee recommendation, leadership and outlook.

Keep percentage measures separate from numeric ratings. Present company-level values without summing them across individual review rows.

02

Workplace experience across rating categories

Explore Career Opportunities, Compensation and Benefits, Culture and Values, Diversity and Inclusion, Senior Management and Work-Life Balance ratings where available.

Use these categories to organize a client discussion around specific aspects of the employee experience. Report the returned values and missing categories clearly before drawing comparisons.

03

Review details that explain employee feedback

Select Review Title, Rating, Pros, Cons and Advice to examine what reviewers describe. Reviewer Position, Is Current Job and Language can help you focus on a relevant group of reviews.

Use Review ID to reference supporting feedback and Review Date to define a reporting period when available. Distinguish themes in the selected reviews from conclusions about the entire workforce.

View all Glassdoor Review metrics and dimensions

Choose how to work with Glassdoor Review data

A focused rating check, a recurring client report and a follow-up question each need a different approach. Choose the method that fits the conversation you are preparing.

Three ways to analyze and report on Glassdoor Review data
CriterionSource-focused analysisAssembling reportsQuerying through Catchr MCP
Main taskInvestigate one employer rating or review question.Organize selected ratings and feedback for clients.Ask ChatGPT or Claude about connected review data.
Field selectionChoose fields relevant to a focused analysis.Define the columns needed for the report.Discover available fields and select columns for the question.
Rating contextExamine a rating with its review volume.Present company and workplace category ratings.Request an explanation using selected ratings and review evidence.
Written feedbackRead selected pros, cons and advice.Include review examples alongside rating summaries.Ask for recurring themes with supporting Review IDs.
Client follow-upInvestigate another specific review question.Adjust the report’s selected fields or scope.Ask a follow-up using available dates, positions or employment status.

Use a report to present a consistent set of Glassdoor ratings and feedback. Use Catchr MCP when a client question calls for a closer look at selected reviews, workplace categories or employee groups.

Glassdoor Review to MCP pricing

Choose your plan by the number of platforms and accounts you report on.

Starter

For freelancers and small teams.

$ 24 /mo

Billed monthly · cancel anytime

Platforms3
Accounts10
Start free trial

Momentum

For in-house teams and small agencies.

$ 70 /mo

Billed monthly · cancel anytime

Platforms5
Accounts30
Start free trial

Growth

For agencies managing more clients.

$ 239 /mo

Billed monthly · cancel anytime

Platforms10
Accounts100
Start free trial

Scale

For teams reporting at scale.

$ 599 /mo

Billed monthly · cancel anytime

Platforms25
Accounts500
Start free trial

Connect Catchr MCP to your AI assistant

Connect Glassdoor Review in Catchr using API-key authentication and select the relevant account. Choose ChatGPT or Claude through Catchr MCP, discover the available fields and select the columns you want to query.

Before asking for a period comparison, confirm that Review Date and the requested date range are available for your query.

Four questions to prepare your next client review

Replace the bracketed values with your client account and reporting criteria. Each prompt starts with field discovery so you can select available columns before running the analysis.

PROMPT 01

Prepare an employer reputation briefing

Using Catchr, discover the available Glassdoor Review fields for [account] and ask me to confirm the columns before querying. Offer Overall Rating, Review Count, Recommend to Friend Rating, CEO Rating and Business Outlook Rating where available. What do the selected company-level values show for a client briefing? Keep percentages separate from numeric ratings, do not sum company values across review rows, and identify missing information.

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PROMPT 02

Find workplace categories worth discussing

Using Catchr, discover the Glassdoor Review fields for [account] and let me select available workplace rating columns. Offer Career Opportunities, Compensation and Benefits, Culture and Values, Diversity and Inclusion, Senior Management and Work-Life Balance ratings where available. Which selected categories fall below [rating threshold]? Show each returned value, confirm that the threshold fits the rating scale, and suggest client discussion questions without claiming causes.

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PROMPT 03

Compare current and former employee feedback

Using Catchr, discover the Glassdoor Review fields for [account] and ask me to select available columns for Review ID, Review Date, Is Current Job, Rating, Pros and Cons. For [start date] to [end date], how does feedback differ between reviewers marked as current employees and those marked as not currently employed? If the required fields are available, show the number of distinct reviews in each group, summarize recurring themes with supporting Review IDs, and keep missing employment status separate.

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PROMPT 04

Turn low-rated reviews into client discussion points

Using Catchr, discover the Glassdoor Review fields for [account] and let me confirm available columns for Review ID, Review Date, Rating, Review Title, Reviewer Position, Cons and Advice. Among returned reviews dated [start date] to [end date] with a rating below [rating threshold], what concerns and suggestions recur? Group the selected feedback into themes, cite supporting Review IDs, and prepare client discussion points that distinguish reviewer suggestions from your interpretation. State any field or date limitations.

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Questions about Glassdoor Review reporting with Catchr MCP

How do I connect Glassdoor Review to Catchr MCP?

Connect Glassdoor Review in Catchr using API-key authentication, select the relevant account and choose ChatGPT or Claude through Catchr MCP. Discover the account’s available fields before selecting columns for your first question.

What is the difference between Rating and Overall Rating?

Rating is the star rating given in an individual review. Overall Rating describes the company across reviews. Review Count provides company review volume; keep these company-level measures separate from calculations over a selected set of individual reviews.

Can I analyze the pros, cons and advice in reviews?

Yes, when those columns are available in the connected account. Select Pros, Cons and Advice, along with Review ID, to request theme summaries with traceable examples. Advice may be absent, and conclusions should stay scoped to the reviews returned.

Can I compare Glassdoor reviews across reporting periods?

Discover the available date fields and confirm the requested range before comparing periods. Review Date identifies when a review was posted. Its availability does not establish historical coverage for company-level ratings, so do not treat those values as historical snapshots without supporting data.

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