What Does BrowserAct Clutch Company Reviews Scraper Do?
Use BrowserAct Clutch Company Reviews Scraper to collect individual public client reviews from one Clutch company profile, including project_summary, review_content, overall_rating, quality_rating, schedule_rating. The Bot stays within the selected public Clutch page flow and returns structured review records for vendor reputation research, client sentiment analysis, or downstream automation without writing code or requiring a target-site login. Run it in BrowserAct or invoke the same published template through its API Tab.
Key Features of Clutch Company Reviews Scraper
- Configure
profile_url,start_position,exclude_review_keys,max_resultsto reuse the same Bot for different public Clutch targets. - Collect individual public client reviews from one Clutch company profile from the template's defined public page flow.
- Return structured review records with fields such as
review_key,review_title,review_date,overall_rating,quality_rating. - Run without a target-site account login or custom scraper code.
- Use the API Tab to connect the same published template to downstream automation.
What Data Can I Extract from Clutch?
| Field | Description |
|---|---|
position | Position returned from the public Clutch page. |
review_key | Review Key returned from the public Clutch page. |
review_title | Visible review title shown on Clutch. |
review_date | Visible review date when the source provides it. |
overall_rating | Structured overall rating extracted from the public source. |
quality_rating | Structured quality rating extracted from the public source. |
schedule_rating | Structured schedule rating extracted from the public source. |
cost_rating | Structured cost rating extracted from the public source. |
willing_to_refer_rating | Structured willing to refer rating extracted from the public source. |
highlighted_quote | Highlighted Quote returned from the public Clutch page. |
reviewer_name | Visible reviewer name shown on Clutch. |
reviewer_role | Reviewer Role returned from the public Clutch page. |
reviewer_company | Reviewer Company returned from the public Clutch page. |
reviewer_industry | Reviewer Industry returned from the public Clutch page. |
reviewer_location | Publicly displayed reviewer location when available. |
reviewer_company_size | Reviewer Company Size returned from the public Clutch page. |
review_method | Review Method returned from the public Clutch page. |
verified | Verified returned from the public Clutch page. |
services | Services returned from the public Clutch page. |
project_cost | Project Cost returned from the public Clutch page. |
project_dates | Visible project dates when the source provides it. |
project_summary | Visible project summary returned by the public page. |
review_content | Visible review content returned by the public page. |
project_outcome | Project Outcome returned from the public Clutch page. |
source_page_url | Public source URL associated with the review. |
next_start_position | Next Start Position returned from the public Clutch page. |
How to Use Clutch Company Reviews Scraper
Quick Start Guide
1. Open Run Task.
2. Review or change the populated input values.
3. Run the Bot.
4. Review the structured result in the Output Tab.
5. Connect the published template to your downstream workflow when needed.
Input Parameters
| Parameter | Configuration |
|---|---|
profile_url | String; required; default https://clutch.co/profile/chopdawgcom. Public profile url to process. |
start_position | Integer; required; default 1. First one-based source position eligible for output. |
exclude_review_keys | String; required; default none. Previously collected identifiers or URLs to skip; use none when not needed. |
max_results | Integer; required; default 10. Maximum number of records to return. |
Example Output
The table shows one representative real result. Long text is shortened only in this documentation preview.
| Field | Result | |||
|---|---|---|---|---|
position | 1 | |||
review_key | mobile app development for youth development organization\ | jun 13 2022\ | michael fratangelo\ | diversecity |
review_title | Mobile App Development for Youth Development Organization | |||
review_date | Jun 13, 2022 | |||
overall_rating | 5.0 | |||
quality_rating | 5.0 | |||
schedule_rating | 5.0 | |||
cost_rating | 5.0 | |||
willing_to_refer_rating | 5.0 | |||
highlighted_quote | “Chopdawg’s team is kind, respectful, and concerned about the project’s progress.” | |||
reviewer_name | Michael Fratangelo | |||
reviewer_role | Founder & Executive Director | |||
reviewer_company | DiverseCity | |||
reviewer_industry | Other industries | |||
reviewer_location | Pittsburgh, Pennsylvania | |||
reviewer_company_size | 1-10 Employees | |||
review_method | Phone Interview | |||
verified | true | |||
services | Mobile App Development, Web Development | |||
project_cost | $50,000 to $199,999 | |||
project_dates | Jan. 2022 - Ongoing | |||
project_summary | ChopDawg.com is building a mobile app for a youth development organization. They’ve done low-fidelity designs and swimlanes and are now doing high-fidelity designs. Next, their development team will take over. | |||
review_content | BACKGROUND Introduce your business and what you do there. I’m the founder and executive director of DiverseCity, a youth development organization that uses sports as a vehicle to connect young people of all different ... | |||
project_outcome | What evidence can you share that demonstrates the impact of the engagement? ChopDawg.com has done everything they said they would do. Moreover, they’ve stuck to the timeline and have been very diligent about keeping u... | |||
source_page_url | https://clutch.co/profile/chopdawgcom#reviews | |||
next_start_position | 2 |
How Does It Work?
1. BrowserAct validates the supplied inputs and maps supported dropdown selections.
2. The Bot constructs or normalizes the target URL and opens the selected public review page.
3. It reads eligible review records in source order without entering unrelated pages or account-only areas.
4. It normalizes visible values, preserves valid optional values, and stops when the requested result limit or the end of the public list is reached.
5. The run returns one structured response for review, export, or downstream automation.
How to Build a New Scraper Bot with Agent Built
Step 1: Describe the data you need
Open BrowserAct and start Agent Built from the Home prompt box or from Create > Build with Agent. Describe the public website, records, filters or search conditions, output fields, result limit, and reusable inputs you need.
Step 2: Let BrowserAct build and test the Bot
BrowserAct explores the live website, creates the navigation and extraction workflow, and tests the resulting Bot. Provide any requested clarification about the target page, conditions, fields, or expected output in the same build conversation.
Step 3: Run the Bot and review the result
Run the completed Bot with its populated default inputs. Review the structured records, source URLs, missing optional values, and result count before reusing the Bot with other inputs or connecting it to another workflow.
Use Cases
- Vendor reputation research.
- Client sentiment analysis.
- Agency comparison.
- Connect the structured result to API clients, n8n, Make, Zapier, MCP-based agents, or supported exports.
Why Use Clutch Company Reviews Scraper?
- Reuse a tested public-page workflow instead of configuring the extraction from the beginning.
- Receive structured review records that can move directly into research, review, or automation.
- Change supported inputs without rebuilding the Bot for every run.
Who Can Use Clutch Company Reviews Scraper?
- Teams working on vendor reputation research.
- Teams working on client sentiment analysis.
- Teams working on agency comparison.
- Developers and automation teams connecting public web data to downstream systems.
How Many Results Can You Scrape?
Use the max_results input to control the requested result count. Start with the populated default of 10, then increase it gradually when the public source and your workflow support a larger run.
Automation and Export
BrowserAct produces structured data first. Use the result through Run Task, the JSON API, n8n, Make, Zapier, MCP-based agents, or the supported manual export flow.
Need Help?
Cannot find the exact capability you need, or need help composing several Bots?
