Automatically extract individual public client reviews from one Clutch company profile with our no-code scraper. Capture structured review records for vendor reputation research, client sentiment analysis, and downstream automation. Configure the request, run the Bot, and receive one predictable structured response without rebuilding the workflow.
What Does BrowserAct Clutch Company Reviews Scraper Do?
The Bot extracts individual public client reviews from one Clutch company profile. It stays within the selected public page flow and returns structured review records ready for review or automation.
Key Features
- Reads public Clutch data without requiring an account login.
- Uses non-empty defaults so the template can run immediately.
- Maps finite website options to dropdown inputs when available.
- Returns structured values from the selected capability only.
- Keeps conditional values empty only when the public page does not display them.
Quick Start
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.
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.
Create Your Own Clutch Company Reviews Scraper
Step 1: Create an Editable Copy
Click Create Editable Duplicate in the upper-right corner of this page. An editable copy will be added to your BrowserAct workspace.
Step 2: Customize the Bot When Needed
Open the duplicate from your Bots list. Use Improve only when you need to change inputs, extraction behavior, or output fields. If the current workflow already fits, use it as is and find its Bot ID in the Bots list.
Step 3: Run the Bot Through the API
Use the Bot ID with the BrowserAct API to invoke your workflow programmatically and retrieve structured results in your application.
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?
