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Home > Destinations > MCP > Indeed Review

Turn Indeed Review data into useful client conversations with Catchr MCP

Prepare your next employer reputation review with the ratings and feedback behind it. Connect Indeed Review to Catchr, select the relevant client account, and use ChatGPT or Claude through Catchr MCP to ask about available review data.

For freelancers and agencies, that means exploring work-life balance, management feedback, and recurring pros and cons before a client call.

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Explore the ratings, feedback and context behind employer reviews

Start by discovering the fields available for your connected Indeed Review account, then select the columns that answer your client's question. Combine rating measures with review text and reviewer context where those fields are available.

01

Put overall ratings beside workplace rating categories

Use Average Rating and Review Count to frame the company overview. Explore compensation and benefits, job culture, job security and advancement, work-life balance, and management ratings to identify areas worth discussing with your client.

Keep the company-level Average Rating separate from Rating, which represents the stars given in an individual review. Confirm the available fields and their reporting level before making comparisons.

02

Find recurring themes in employee feedback

Select Review Text, Pros and Cons to examine what reviewers praise and criticize. Ask for a summary of recurring themes with supporting Review IDs so you can check the examples before including them in a client report.

Pair the selected text fields with Rating where available to explore the feedback associated with different scores.

03

Give feedback a date and reviewer context

Use Review Date to define the period you want to examine. Reviewer Location, Reviewer Employee Type and Language can help you describe which groups are represented in the returned reviews.

Discover the available columns before choosing a breakdown. Keep conclusions tied to the reviews returned, and check date coverage before presenting a comparison between periods.

View all Indeed Review metrics and dimensions

Choose how to work with Indeed Review data

A focused review analysis, a recurring client report and a question through Catchr MCP serve different needs. Choose the approach that fits the conversation, using the Indeed Review fields available for the selected account.

Three ways to work with Indeed Review data through Catchr
CriterionSource-focused analysisAssembling reportsCatchr MCP queries
Client taskInvestigate one employer review question.Prepare a repeatable employer reputation overview.Ask a specific question in ChatGPT or Claude.
Rating analysisExamine selected workplace rating categories.Present overall and category ratings together.Request a comparison of available rating fields.
Written feedbackRead selected review text, pros and cons.Include supporting review examples.Request themes supported by Review IDs.
Field selectionChoose fields for the investigation.Choose columns for the report.Discover available fields, then query selected columns.
Date contextCheck reviews within a chosen period.State the period and available coverage.Ask for a Review Date filter and coverage check.

Use a focused analysis to investigate management feedback, assemble a report to present the findings, or query the connected account through Catchr MCP to prepare follow-up questions. In each case, distinguish company summaries from individual review ratings.

Indeed 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
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Momentum

For in-house teams and small agencies.

$ 70 /mo

Billed monthly · cancel anytime

Platforms5
Accounts30
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Growth

For agencies managing more clients.

$ 239 /mo

Billed monthly · cancel anytime

Platforms10
Accounts100
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Scale

For teams reporting at scale.

$ 599 /mo

Billed monthly · cancel anytime

Platforms25
Accounts500
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Connect Catchr MCP to your AI assistant

Connect Indeed Review to Catchr using API-key authentication and select the relevant client account. Choose ChatGPT or Claude through Catchr MCP, discover the available review fields, and select the columns for your first question.

Start with a rating overview or a dated selection of reviews. Confirm the returned coverage before using it in a client presentation.

Four Indeed Review questions to prepare your next client call

Use these prompts to build a rating overview, investigate critical feedback, compare review periods or explore reviewer groups. Each starts with field discovery so you can choose the available columns before running the analysis.

PROMPT 01

Prepare a workplace ratings briefing

Using Catchr, discover the available Indeed Review fields for [account] and ask me to select from Average Rating, Review Count and the workplace category ratings. Query my selected columns and prepare a client briefing that compares the returned category ratings. Keep company-level measures separate from individual review ratings and identify missing values.

Copy prompt
PROMPT 02

Investigate feedback below a rating threshold

Using Catchr, discover the available Indeed Review fields for [account] and ask me to select columns for Rating, Review Date, Review Text, Pros, Cons and Review ID. If the required fields are available and selected, examine reviews from [start date] to [end date] with a Rating below [threshold]. Summarize recurring concerns, cite supporting Review IDs and distinguish repeated themes from isolated comments.

Copy prompt
PROMPT 03

Compare review feedback across two periods

Using Catchr, discover the available Indeed Review fields for [account] and ask me to select Review Date, Review ID, Rating and feedback columns. Compare the returned reviews for [first period] and [second period]. Check date coverage, report the number of distinct reviews returned for each period, and compare rating distributions and recurring feedback themes. Keep these review counts separate from the company-level Review Count and explain any coverage limits.

Copy prompt
PROMPT 04

Explore feedback by reviewer group

Using Catchr, discover the available Indeed Review fields for [account] and let me choose Reviewer Location or Reviewer Employee Type as the grouping column, along with available Rating, Review ID, Review Date and feedback columns. For [start date] to [end date], compare groups with at least [minimum reviews] distinct returned reviews. Show each group's review count, rating distribution and recurring themes, and describe missing group values without inferring why groups differ.

Copy prompt

Questions about Indeed Review reporting with Catchr MCP

What is the difference between Rating and Average Rating?

Rating is the star rating given in an individual review. Average Rating describes the average across all reviews. Review Count is the total number of reviews for the company. Keep these company-level measures separate from calculations on a filtered selection of returned reviews.

How do I connect Indeed Review to Catchr MCP?

Connect Indeed 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 and select your reporting columns before asking a question.

Can I summarize what reviewers say about a client's workplace?

Yes. Where available, select Review Text, Pros and Cons to request a summary of recurring feedback. Include Review ID for traceable examples, and Rating or Reviewer Employee Type when those columns help answer the question. Check the supporting reviews before sharing the summary.

Can I compare Indeed reviews over time?

Use Review Date, where available, to select and compare periods. Discover the available date fields and check the coverage returned for each period first. A date field alone does not establish how much historical data is available or whether every review is included.

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