# SoftwareAdvice Scraper | Reviews, Ratings and Pros & Cons (`silentflow/softwareadvice-scraper`) Actor Software Advice scraper for software reviews: 100 reviews in 7 seconds, 39 fields each. Get pros, cons, overall and sub-ratings, reviewer industry, company size and usage frequency, vendor replies, plus each product's vendor, category, rating and starting price. Start from a link, name or ID. - **URL**: https://apify.com/silentflow/softwareadvice-scraper.md - **Developed by:** [SilentFlow](https://apify.com/silentflow) (community) - **Categories:** Business, Marketing, Lead generation - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing from $1.70 / 1,000 reviews This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events. Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have. Learn more: https://docs.apify.com/actors/running/actors-in-store.md#pay-per-event ## What's an Apify Actor? An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes. In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours, and optionally produces a well-defined JSON output, datasets with results, or files in key-value store. In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server. Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md. ## How to integrate an Actor? If asked about integration, you help developers integrate Actors into their projects. You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready. Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run. For examples already wired to this Actor's own input schema, see the [API](#api) section below. Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`). # README ## SoftwareAdvice Scraper | Reviews, Ratings and Pros & Cons (2026) **Every Software Advice review of the software you sell, buy or compete with, one clean row each, with the pros, the cons, five ratings, the reviewer's industry and company size, the vendor's reply, and the product's vendor, category, rating and starting price on the same row.** Paste a product link, type a product name or an ID, press Start: the 100 most recent reviews of Capsule CRM came back in 5 seconds on our test run, each with 41 data fields. A Software Advice reviews scraper with no account, no API key and nothing to set up. ### Why choose this actor? Reading Software Advice reviews 25 at a time, then pasting them into a spreadsheet for the next battlecard? Getting review text with no idea which vendor, category or price tier it belongs to? Stuck with tools that only take a product URL you first have to go and find? - 41 fields per review, the product included. A row is not just stars and text: it carries the title, pros, cons, overall comments, the reasons the reviewer chose the product or switched to it, the vendor's reply with its date, the reviewer's industry, company size, time using the product and how often, whether the review was organic or incentivized, the overall rating and four sub-ratings, and 13 fields about the product (vendor, vendor website, category, average rating, review count, starting price, currency, free trial, free version). On the default run (100 reviews of Capsule), 38 of them were filled on at least half the rows, and 34 on at least 80% of them. - Start from a link, a product name or a product ID, and mix them. Paste a product page, its reviews page or a whole category page, type the product's name, or list the IDs from a previous run. The name `HubSpot Sales Hub`, kept to reviewers from companies of 2 to 50 people, returned 30 matching reviews in 3 seconds. The category link `https://www.softwareadvice.com/project-management/`, at 5 reviews per product, returned 30 reviews from 7 products in 7 seconds. - Nothing to fill in before you press Start. No field is mandatory: a link alone, a name alone or an ID alone is enough, and every limit has a sensible default. The product ID `21946`, and nothing else, returned 100 reviews of HubSpot Sales Hub in 6 seconds; the name `Asana`, and nothing else, returned 100 Asana reviews in 2 to 4 seconds on our test runs. ### Try your first Software Advice reviews Paste this input in the JSON tab, or keep the prefilled form and press Start. It reads the 100 most recent reviews of Capsule, a small business CRM with 168 reviews on Software Advice, each with its pros, cons, ratings, the reviewer's industry and company size, Capsule's reply when there is one, and the product's vendor, category and starting price. It took 2 to 6 seconds on our test runs. ```json { "startUrls": [ { "url": "https://www.softwareadvice.com/product/27508-Capsule/reviews/" } ], "maxItems": 100, "maxReviewsPerProduct": 0, "sort": "MOST_RECENT" } ``` Runs on the Apify Free plan: sign up, open the actor, press Start. Each review lands as one row of the dataset, which you can open as a table, download as CSV, Excel or JSON, or read from the API. Swap the link for your own product or a competitor's, type a product name instead, or paste a category page to read a whole market. ![How it works](https://api.apify.com/v2/key-value-stores/YXm81xySHg6uRkewS/records/softwareadvice-scraper-how-it-works-v1.png) ### Copy to your AI assistant Paste this block into Claude, ChatGPT or Cursor to give it full context about this scraper: ``` You have access to the SoftwareAdvice Scraper on Apify: silentflow/softwareadvice-scraper It returns one dataset row per Software Advice (softwareadvice.com) review, with the product the review is about. No field is required. Give at least one of startUrls, searchQueries or productIds (an empty input reads an example product). Input schema: - startUrls (array of {url}): softwareadvice.com links. Product page or reviews page (https://www.softwareadvice.com/product/27508-Capsule/reviews/, https://www.softwareadvice.com/crm/hubspot-sales-profile/), or a category page (https://www.softwareadvice.com/crm/) to read the products it lists. - searchQueries (array of string): product names, e.g. "HubSpot Sales Hub", "Asana". Each name returns the reviews of the best matching product. - productIds (array of string): Software Advice product ids, e.g. "27508" (the number after /product/ in a link, or the productId column). - maxItems (integer, default 100): reviews for the whole run - maxReviewsPerProduct (integer, default 0 = every review): reviews per product - sort (string, default "MOST_RECENT"): "MOST_RECENT" or "HIGHEST_COMPLETENESS_SCORE" (most detailed first, the site's default) - starRatings (array of "1".."5"): keep only these overall ratings - companySizes (array of "A".."I"): reviewer company size. A self-employed, B 2-10, C 11-50, D 51-200, E 201-500, F 501-1,000, G 1,001-5,000, H 5,001-10,000, I 10,000+ - timeUsed (array): "FreeTrial", "LessThan6Months", "LessThan12Months", "LessThan2Years", "MoreThan2Years" - dateFrom (string): keep reviews written on or after a date ("2026-01-01") or an age ("30 days", "6 months") Output per review (42 keys, 41 data fields; absent values are null): - id (string, site review id, e.g. "Capterra___2666399"), url (string, product reviews page with the review's anchor), title (string) - prosText, consText, generalComments, reasonsForChoosing, reasonsForSwitching (string) - vendorReply (string), vendorRepliedAt (RFC 3339) - reviewerName (string, as shown: "Andy F." or "Verified Reviewer"), reviewerIndustry (string), reviewerCompanySize (string, e.g. "2-10 employees"), reviewerAvatarUrl (string) - isVerified, isAnonymous (boolean), timeUsed (string, e.g. "Less than 12 months"), frequencyOfUse (string, e.g. "Daily") - reviewSource (string: "Organic", "Incentivized" or "Vendor-referred"), isIncentivized (boolean), source (string, e.g. "Capterra") - rating, easeOfUseRating, customerSupportRating, functionalityRating, valueForMoneyRating (number 1-5 or null) - publishedAt (RFC 3339, UTC), previousVersionsCount (integer) - productId, productName, productUrl, productCategory (string), productRating (number), productReviewsCount (integer) - vendorName, vendorWebsite, productLogoUrl (string), startingPrice (number), priceCurrency (string), hasFreeTrial, hasFreeVersion (boolean) - scrapedAt (RFC 3339) Use apify-client for Python or JavaScript, or the Apify API. ``` ### How to scrape Software Advice reviews and ratings #### Get the latest reviews of one product Paste its Software Advice link. The product page and the reviews page both work. ```json { "startUrls": [ { "url": "https://www.softwareadvice.com/crm/hubspot-sales-profile/" } ], "maxItems": 50 } ``` #### Read what small businesses say about a competitor Type the product's name and keep the reviewers from companies of your target size. The log shows which product the name matched. ```json { "searchQueries": ["HubSpot Sales Hub"], "companySizes": ["B", "C"], "maxItems": 30 } ``` #### Pull last year's negative reviews of two products List their IDs, keep the 1 to 3 star reviews of the last 12 months, and read the most detailed first. ```json { "productIds": ["21946", "27508"], "starRatings": ["1", "2", "3"], "dateFrom": "365 days", "sort": "HIGHEST_COMPLETENESS_SCORE", "maxItems": 200 } ``` ### Input parameters | Field | Type | Default | What it does | |---|---|---|---| | `startUrls` | list of links | Capsule reviews (prefill) | Software Advice product, reviews or category links | | `searchQueries` | list of text | none | Product names, looked up with the Software Advice search box | | `productIds` | list of text | none | Software Advice product IDs, such as `27508` | | `maxItems` | number | 100 | Reviews for the whole run, all products together | | `maxReviewsPerProduct` | number | 0 | Reviews read per product, `0` for every review | | `sort` | choice | most recent | `MOST_RECENT` or `HIGHEST_COMPLETENESS_SCORE` (most detailed first) | | `starRatings` | list of choices | all | Keep only these overall ratings, from `1` to `5` | | `companySizes` | list of choices | all | Keep only reviewers from companies of these sizes, `A` (self-employed) to `I` (10,000+ employees) | | `timeUsed` | list of choices | all | Keep only reviewers who used the product this long, from a free trial to more than 2 years | | `dateFrom` | date or age | none | Keep reviews written on or after `2026-01-01`, or within `30 days`, `6 months`, `1 year` | #### Accepted inputs - **Product links**: `https://www.softwareadvice.com/product/27508-Capsule/`, the same with `/reviews/`, `/pricing/` or `/alternatives/` after it, and the older shape `https://www.softwareadvice.com/crm/hubspot-sales-profile/` (with or without `/reviews/`). Links without `https://` or `www.` work too. - **Category links**: `https://www.softwareadvice.com/crm/`, `https://www.softwareadvice.com/project-management/`, `https://www.softwareadvice.com/category/489-small-business-crm/`. The run reads the products in the order the page lists them, page after page, and the reviews of each. - **Product names**: what you would type in the Software Advice search box (`Asana`, `monday.com`, `QuickBooks Online`). The exact name wins; otherwise the first suggestion whose name contains it, then one that shares a word with it. A name that matches no suggestion is reported in the log and skipped. - **Product IDs**: the digits after `/product/` in a link (`27508`), the `productId` column of a previous run, or `27508-Capsule`. A full product link pasted here works as well. - **Company sizes**: the codes `A` to `I` from the list, or a range typed through the API (`11-50`, `51-200 employees`, `10,000+`). - **Dates**: a calendar date (`2025-06-01`) or an age counted back from today (`7 days`, `2 weeks`, `3 months`, `1 year`). Entries that are not a Software Advice link, name or ID are skipped with a message in the log, and the rest of the run goes on. ### What data can you extract from Software Advice? Each row is one review: 28 fields about the review itself and 13 about the product it is about, plus the time of the run. | Group | Fields | |---|---| | Review (3) | `id`, `url`, `title` | | What the reviewer wrote (7) | `prosText`, `consText`, `generalComments`, `reasonsForChoosing`, `reasonsForSwitching`, `vendorReply`, `vendorRepliedAt` | | Reviewer (11) | `reviewerName`, `reviewerIndustry`, `reviewerCompanySize`, `reviewerAvatarUrl`, `isVerified`, `isAnonymous`, `timeUsed`, `frequencyOfUse`, `reviewSource`, `isIncentivized`, `source` | | Ratings (5) | `rating`, `easeOfUseRating`, `customerSupportRating`, `functionalityRating`, `valueForMoneyRating` | | Dates (2) | `publishedAt`, `previousVersionsCount` | | Product (13) | `productId`, `productName`, `productUrl`, `productCategory`, `productRating`, `productReviewsCount`, `vendorName`, `vendorWebsite`, `productLogoUrl`, `startingPrice`, `priceCurrency`, `hasFreeTrial`, `hasFreeVersion` | | Run (1) | `scrapedAt` | What to know about the values: - **Dates** are in UTC, in RFC 3339 (`2021-02-03T22:58:31Z`), so they sort and compare correctly. `vendorRepliedAt` is the date of the vendor's answer, null when the vendor did not answer. - **Ratings** are whole numbers from 1 to 5. A reviewer can skip a sub-rating: on the default run, `customerSupportRating` was given on 69 reviews out of 100, and the others are null. - **Reviewer names** are shown the way Software Advice shows them: the first name and the initial of the last name (`Andy F.`), or `Verified Reviewer` when the reviewer chose to stay anonymous. Full last names are never returned. - **Review source**: `reviewSource` is the label the site gives each review. `Organic` means no incentive was offered, `Incentivized` means the reviewer received a nominal thank-you, `Vendor-referred` means the vendor invited them. On the default run, 68 reviews were organic and 32 incentivized. - **Updated reviews**: `previousVersionsCount` counts the earlier versions of a review its author rewrote. The row always holds the current text. - **Product fields** are the same on every review of a product. `productRating` is the product's average out of 5 and `productReviewsCount` the number of reviews the site counts. `startingPrice` is the lowest plan price the vendor lists, in `priceCurrency`, and is null when the vendor shows no price. - **Links**: `id`, `productId`, `productUrl` and `url` are stable and good keys for a database. `url` opens the product's reviews page, with the review's number as anchor. Logo and avatar links point to the site's image servers. - **Absent values** are `null`, never an empty string. The dataset has four ready views: Reviews, Pros and cons, Ratings, and Products. #### Output example A real row from the default run: ```json { "id": "Capterra___2666399", "url": "https://www.softwareadvice.com/product/27508-Capsule/reviews/#review-2666399", "title": "Good stuff", "prosText": "We really like the interface and how it is organised.\nBest feature is the gmail integration.", "consText": "Im hoping that we can connect a certain gmail contact and automatically have every new email/conversation feed into the same contact on capsule.", "generalComments": "Love it", "reasonsForChoosing": "suited our needs best for now and also for future", "reasonsForSwitching": "better product, much better interface and customer support", "vendorReply": "Hi Andy, \n\nChloe from Capsule here. Thanks for taking the time to write a review. We're happy to hear that you like the gmail integration and I'll be sure to pass on your feature request to the product team.", "vendorRepliedAt": "2021-02-16T11:33:39Z", "reviewerName": "Andy F.", "reviewerIndustry": "Wholesale", "reviewerCompanySize": "2-10 employees", "reviewerAvatarUrl": null, "isVerified": true, "isAnonymous": false, "timeUsed": "Less than 12 months", "frequencyOfUse": "Daily", "reviewSource": "Organic", "isIncentivized": false, "source": "Capterra", "rating": 5, "easeOfUseRating": 4, "customerSupportRating": 5, "functionalityRating": 4, "valueForMoneyRating": 5, "publishedAt": "2021-02-03T22:58:31Z", "previousVersionsCount": 0, "productId": "27508", "productName": "Capsule", "productUrl": "https://www.softwareadvice.com/product/27508-Capsule/", "productCategory": "Small Business CRM", "productRating": 4.51, "productReviewsCount": 168, "vendorName": "Zestia", "vendorWebsite": "http://www.capsulecrm.com/", "productLogoUrl": "https://gdm-catalog-fmapi-prod.imgix.net/ProductLogo/f17ca4ff-74fe-466d-8d2c-b72978b72e9a.png", "startingPrice": 22, "priceCurrency": "USD", "hasFreeTrial": true, "hasFreeVersion": true, "scrapedAt": "2026-10-11T00:52:50Z" } ``` ### Advanced usage #### Sample every product of a category A category link with a per-product cap gives a balanced view of a market instead of the first product read to the end. This reads 20 reviews of each CRM in the order Software Advice lists them, for up to 500 reviews. ```json { "startUrls": [ { "url": "https://www.softwareadvice.com/crm/" } ], "maxReviewsPerProduct": 20, "maxItems": 500 } ``` #### Follow your own product every week Schedule this input weekly in Apify: with the most recent first and a 7 day window, each run returns only the reviews written since the last one, and stops reading at the first older review. ```json { "productIds": ["27508"], "dateFrom": "7 days", "sort": "MOST_RECENT", "maxItems": 500 } ``` #### Build a switching battlecard from long-term users Reviewers who used a product for more than two years and still rate it low are the ones who explain why people leave. Read `consText` and `reasonsForSwitching` in the Pros and cons view. ```json { "searchQueries": ["Salesforce Sales Cloud", "HubSpot Sales Hub", "Pipedrive"], "timeUsed": ["MoreThan2Years"], "starRatings": ["1", "2", "3"], "maxReviewsPerProduct": 50, "maxItems": 150 } ``` #### Hear only from enterprise buyers Keep reviewers from companies above 1,000 employees across several products of the same category, to compare how each holds up at scale. ```json { "startUrls": [ { "url": "https://www.softwareadvice.com/project-management/" } ], "companySizes": ["G", "H", "I"], "maxReviewsPerProduct": 25, "maxItems": 250 } ``` #### Feed a voice-of-customer model with the most detailed reviews The most detailed order puts reviews with pros, cons, comments and reasons on top: the best material for theme extraction or an LLM summary. Export the dataset as JSON and send `prosText`, `consText` and `generalComments` to your model. ```json { "productIds": ["5576"], "sort": "HIGHEST_COMPLETENESS_SCORE", "maxItems": 300 } ``` ### FAQ **What is Software Advice?** Software Advice (softwareadvice.com) is a business software review and comparison site owned by Gartner Digital Markets, the group that also runs Capterra and GetApp. It lists business software by category, from CRM and accounting to project management, with verified user reviews, ratings and pricing. Buyers use it to shortlist software, and vendors watch it to see how they compare. **Do I need a Software Advice account or an API key?** No. The actor reads the reviews any visitor of Software Advice can see, with no login, no account and no key to set up. **What do I get for each review?** One row with 41 data fields: the title, pros, cons and comments, the reasons for choosing and switching, the overall rating and four sub-ratings, the reviewer's industry, company size, time using the product and how often they use it, the review source, the vendor's reply with its date, the date written, and 13 fields about the product, from its vendor and category to its average rating, review count and starting price. See the output example above. **How does the product name search work?** Each name goes through the Software Advice search box, and the actor keeps the best suggestion: the product of that exact name, otherwise the first suggestion whose name contains what you typed, then one that shares a word with it. The log prints the product each name matched (`"HubSpot Sales Hub" → HubSpot Sales Hub`). When you know the exact product, a link or an ID is the surest choice. **Can I get only the bad reviews, or only the recent ones?** Yes. `starRatings` keeps the stars you pick and `dateFrom` keeps the reviews written since a date or within an age (`30 days`, `6 months`). They combine with each other and with the company size and time used filters. Strict combinations can return few reviews: 1 to 3 stars written in the last year returned 2 of the 506 reviews of HubSpot Sales Hub on our test run. **How many reviews can I get from one product?** As many as Software Advice shows for it. `maxReviewsPerProduct` sets the number per product (`0` for all of them) and `maxItems` caps the whole run. Capsule has 168 reviews on the site, HubSpot Sales Hub 506 and Asana 13,744; 100 reviews take about 5 seconds. **Can I scrape several products or a whole category in one run?** Yes. Put several links, names and IDs in the same run, or paste a category page: the actor reads the products the page lists, page after page, until `maxItems` is reached. Each review comes once, even when two inputs lead to the same product. **Why are some reviews from Capterra?** Software Advice, Capterra and GetApp share one pool of reviews. The `source` field says where a review was written: `Capterra`, `GetApp` or `SoftwareAdvice`. On our test runs, 386 of 392 reviews came from Capterra, 4 from GetApp and 2 from Software Advice. The text, ratings and reviewer details are the ones Software Advice shows on the product's reviews page. **How fresh is the data?** Live. Every run reads Software Advice at the moment it runs, so a review published this morning is in the next run, and a vendor's new reply shows up as soon as the site shows it. **Are reviewer names personal data?** They can be. The actor returns names the way the site displays them, first name and last initial, and `Verified Reviewer` for anyone who chose to stay anonymous; it never returns a full last name. Treat the reviewer fields as personal data when you store or publish them. **Can I use it from Python, JavaScript or an AI agent?** Yes. Call `silentflow/softwareadvice-scraper` with the Apify client in Python or JavaScript, from the Apify API, or from an agent through the Apify MCP server. 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**Amazon** - [Amazon Product Scraper](https://apify.com/silentflow/amazon-scraper) - **Amazon Marketplace** - [Amazon Marketplace Scraper](https://apify.com/silentflow/amazon-scraper-ppe) - **AutoScout24** - [AutoScout24 Scraper](https://apify.com/silentflow/autoscout24-scraper) - **eBay Listings** - [eBay Listings Scraper](https://apify.com/silentflow/ebay-scraper-ppe) - **Europages Deep Dive Extractor** - [Europages Deep Dive Extractor | VAT, Decision Makers, ISO Certs](https://apify.com/silentflow/europages-deep-dive-extractor) - **Pinterest** - [Pinterest Scraper](https://apify.com/silentflow/pinterest-scraper) - **Trip** - [Trip Scraper | Hotels, Prices and Reviews](https://apify.com/silentflow/trip-scraper) - **Vinted** - [Vinted Scraper](https://apify.com/silentflow/vinted-scraper) - **Walmart** - [Walmart Scraper | Prices, Reviews, Sellers, Availability](https://apify.com/silentflow/walmart-scraper) **💼 Jobs** - **ZipRecruiter** - [ZipRecruiter Jobs Scraper | Salary, Company & Location Filters](https://apify.com/silentflow/ziprecruiter-scraper-ppe) - **Indeed** - [Indeed Company Reviews Scraper](https://apify.com/silentflow/indeed-companies-scraper-ppr) - **Multi Board** - [Multi Board Job Scraper](https://apify.com/silentflow/all-jobs-scraper-ppe) - **Glassdoor Job Listings** - [Glassdoor Job Listings Scraper](https://apify.com/silentflow/glassdoor-jobs-scraper-ppr) - **🔥 Glassdoor** - [🔥 Glassdoor Scraper](https://apify.com/silentflow/glassdoor-scraper-ppe) - **LinkedIn Job Search** - [LinkedIn Job Search Scraper | Salaries & Seniority](https://apify.com/silentflow/linkedin-jobs-scraper-ppr) - **ATS** - [ATS Jobs Scraper | Greenhouse, Lever and Ashby](https://apify.com/silentflow/ats-jobs-scraper) - **Dice Tech** - [Dice Tech Jobs Scraper](https://apify.com/silentflow/dice-jobs-scraper-ppe) - **iimjobs** - [iimjobs Scraper | Jobs, Companies and Recruiters](https://apify.com/silentflow/iimjobs-scraper) - **Jora** - [Jora Jobs Scraper](https://apify.com/silentflow/jora-scraper-ppe) - **Malt Freelancer** - [Malt Freelancer Scraper](https://apify.com/silentflow/malt-scraper) - 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[StepStone Scraper](https://apify.com/silentflow/stepstone-scraper) - **YCombinator** - [YCombinator Jobs Scraper | Startup Jobs, Salaries and Founders](https://apify.com/silentflow/ycombinator-jobs-scraper) - **Arbeitsagentur** - [Arbeitsagentur Scraper | German and Austrian Job Board](https://apify.com/silentflow/arbeitsagentur-scraper) - **Indeed** - [Indeed Companies Scraper | Reviews, Salaries, Interviews](https://apify.com/silentflow/indeed-companies-scraper) - **Indeed** - [Indeed Jobs Scraper | NLP Skills](https://apify.com/silentflow/indeed-jobs-scraper) - **LinkedIn** - [LinkedIn Jobs Scraper](https://apify.com/silentflow/linkedin-jobs-scraper) - **Naukri & NaukriGulf** - [Naukri & NaukriGulf Jobs Scraper](https://apify.com/silentflow/naukri-scraper) - **Seek** - [Seek Job Scraper](https://apify.com/silentflow/seek-job-scraper) - **Welcome to the Jungle** - [Welcome to the Jungle Scraper | Jobs and Company Data](https://apify.com/silentflow/welcome-to-the-jungle-scraper) - **Ziprecruiter** - [Ziprecruiter Scraper](https://apify.com/silentflow/ziprecruiter-scraper) **🏠 Real estate** - **SeLoger** - [SeLoger Scraper | Real Estate Listings](https://apify.com/silentflow/seloger-scraper-ppr) - **Anjuke** - [Anjuke Scraper | Rental Listings, Prices and Agents](https://apify.com/silentflow/anjuke-scraper) - **Realtor Rental Listings** - [Realtor Rental Listings Scraper](https://apify.com/silentflow/realtor-rental-scraper-ppe) - **Airbnb Pro Host Contact &** - [Airbnb Pro Host Contact & Email Scraper](https://apify.com/silentflow/airbnb-professional-host-scraper-ppe) - **Bien'ici** - [Bien'ici Scraper | Property Listings](https://apify.com/silentflow/bienici-scraper-ppr) - **Rightmove** - [Rightmove Scraper](https://apify.com/silentflow/rightmove-scraper) - **Trulia Rental Listings** - [Trulia Rental Listings Scraper](https://apify.com/silentflow/trulia-rental-scraper-ppe) - **Airbnb Professional Host** - [Airbnb Professional Host Scraper | Emails, Phones, SIRET](https://apify.com/silentflow/airbnb-professional-host-scraper) - 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**LinkedIn Post Search** - [LinkedIn Post Search Scraper | Keywords, Hashtags & Profiles](https://apify.com/silentflow/linkedin-posts-scraper-ppr) - **Facebook Search** - [Facebook Search Scraper](https://apify.com/silentflow/facebook-search-scraper) - **Instagram** - [Instagram Story Scraper | Stories & Highlights](https://apify.com/silentflow/instagram-story-scraper) - **LinkedIn Leads** - [LinkedIn Leads Scraper | Sales Navigator Export](https://apify.com/silentflow/linkedin-sales-navigator-scraper-ppr) - **TikTok** - [TikTok Scraper](https://apify.com/silentflow/tiktok-scraper) - **YouTube** - [YouTube Channel Scraper | Videos, Shorts and Views](https://apify.com/silentflow/youtube-channel-scraper) - **Facebook Search** - [Facebook Search Profiles Scraper | People by Name or Keyword](https://apify.com/silentflow/facebook-search-profiles-scraper) - **Instagram Engagement** - [Instagram Engagement Scraper](https://apify.com/silentflow/instagram-engagement-scraper) - **Meta Ad Library** - [Meta Ad Library Scraper](https://apify.com/silentflow/meta-ad-library-scraper) - **OnlyFans** - [OnlyFans Profile Scraper](https://apify.com/silentflow/onlyfans-scraper-ppe) - **TikTok Trend** - [TikTok Trend Scraper | Trending Hashtags and Videos](https://apify.com/silentflow/tiktok-trend-scraper) - **OnlyFans** - [OnlyFans Creator Scraper](https://apify.com/silentflow/onlyfans-scraper) - **Skool Community** - [Skool Community Scraper](https://apify.com/silentflow/skool-scraper-ppe) - **Bilibili** - [Bilibili Scraper](https://apify.com/silentflow/bilibili-scraper) - **Facebook Thread** - [Facebook Thread Profiles Scraper | Followers, Bios & Engagement](https://apify.com/silentflow/facebook-thread-profiles-scraper) - **Kuaishou** - [Kuaishou Scraper | Videos, Comments and Creator Stats](https://apify.com/silentflow/kuaishou-scraper) - **LinkedIn Event** - [LinkedIn Event Scraper](https://apify.com/silentflow/linkedin-events-scraper) - **Reddit** - [Reddit Scraper | Posts, Comments and Subreddits](https://apify.com/silentflow/reddit-scraper) - **Reddit** - [Reddit Scraper | Comments, Posts and Users](https://apify.com/silentflow/reddit-scraper-ppr) - **Snapchat** - [Snapchat Contacts Scraper | Phones, Emails and Websites](https://apify.com/silentflow/snapchat-contacts-scraper) - **Weibo** - [Weibo Scraper | Posts, Profiles and Engagement](https://apify.com/silentflow/weibo-scraper) - **Xigua** - [Xigua Scraper | Videos, Creators and Downloads](https://apify.com/silentflow/xigua-scraper) - **Discord** - [Discord Scraper | Servers, Member Counts and Invites](https://apify.com/silentflow/discord-scraper) - **Facebook** - [Facebook Company Scraper | Emails, Phones, Ratings](https://apify.com/silentflow/facebook-company-scraper) - **Facebook Business Page** - [Facebook Business Page Scraper](https://apify.com/silentflow/facebook-company-scraper-ppe) - **Kwai** - [Kwai Scraper | Videos, Creators and Hashtags](https://apify.com/silentflow/kwai-scraper) - **LinkedIn Ads Library - No Cookies** - [LinkedIn Ads Library Scraper - No Cookies](https://apify.com/silentflow/linkedin-ads-scraper) - **LinkedIn Hashtag &** - [LinkedIn Hashtag & Post Scraper | No Cookies](https://apify.com/silentflow/linkedin-posts-scraper) - **Skool Group** - [Skool Group Scraper](https://apify.com/silentflow/skool-scraper) - **Snapchat** - [Snapchat Ads Scraper | Ad Library, Impressions & Targeting](https://apify.com/silentflow/snapchat-ads-scraper) - **YouTube** - [YouTube Transcript Scraper](https://apify.com/silentflow/youtube-transcript-scraper) **🏢 Business data** - **Tencent** - [Tencent Scraper | Maps Places, Phones and Ratings](https://apify.com/silentflow/tencent-scraper) - **LinkedIn People Search** - [LinkedIn People Search Scraper | Profiles & Companies](https://apify.com/silentflow/linkedin-profiles-companies-scraper-ppr) - **LinkedIn Company Search** - [LinkedIn Company Search Scraper | Profiles & Firmographics](https://apify.com/silentflow/linkedin-profiles-companies-scraper) - **Company Data** - [Company Data Scraper | Emails, Phones and Tech Stack](https://apify.com/silentflow/company-data-scraper) - **FanDuel** - [FanDuel Scraper | Odds, Spreads and Player Props](https://apify.com/silentflow/fanduel-scraper) - **ForexFactory** - [ForexFactory Scraper | Economic Calendar and Forecasts](https://apify.com/silentflow/forexfactory-scraper) - **Justdial** - [Justdial Companies Scraper | Business Leads, Phones and Emails](https://apify.com/silentflow/justdial-companies-scraper) - **Kakao** - [Kakao Scraper | Map Places, Reviews and Phones](https://apify.com/silentflow/kakao-scraper) - **OpenTable** - [OpenTable Reviews Scraper | Restaurant Reviews and Ratings](https://apify.com/silentflow/opentable-reviews-scraper) - **Teachable Course** - [Teachable Course Scraper](https://apify.com/silentflow/teachable-scraper) - **Zomato** - [Zomato Reviews Scraper | Restaurant Ratings and Replies](https://apify.com/silentflow/zomato-reviews-scraper) - **2GIS** - [2GIS Reviews Scraper | Ratings, Photos and Owner Replies](https://apify.com/silentflow/2gis-reviews-scraper) - **LinkedIn Sales Navigator** - [LinkedIn Sales Navigator Scraper](https://apify.com/silentflow/linkedin-sales-navigator-scraper) - **Teachable - Courses, Prices & Instructors** - [Teachable Scraper - Courses, Prices & Instructors](https://apify.com/silentflow/teachable-scraper-ppr) - **Trustpilot** - [Trustpilot Scraper | Reviews, Ratings and Company Contacts](https://apify.com/silentflow/trustpilot-enricher) - **Website Tech Stack** - [Website Tech Stack Scraper](https://apify.com/silentflow/website-tech-stack-scraper) **✈️ Travel** - **Google Maps** - [Google Maps Scraper](https://apify.com/silentflow/google-maps-scraper) - **Booking.com Hotel** - [Booking.com Hotel Scraper](https://apify.com/silentflow/booking-scraper-ppr) - **Flight Price** - [Flight Price Scraper](https://apify.com/silentflow/flight-price-scraper) - **Trip** - [Trip Reviews Scraper | Hotel Reviews and Ratings](https://apify.com/silentflow/trip-reviews-scraper) - **Booking** - [Booking Scraper | Hotel Prices, Photos, Availability](https://apify.com/silentflow/booking-scraper) **🎯 Lead generation** - **Northdata** - [Northdata Company Scraper](https://apify.com/silentflow/northdata-scraper) - **ZocDoc** - [ZocDoc Scraper | Doctors, Reviews and Availability](https://apify.com/silentflow/zocdoc-scraper-ppr) - **UK Companies House** - [UK Companies House Enricher](https://apify.com/silentflow/uk-companies-house-enricher) - **Dealroom** - [Dealroom Scraper | Companies and Investors](https://apify.com/silentflow/dealroom-scraper-ppe) - **CNPJ Brazilian** - [CNPJ Brazilian Company Enricher](https://apify.com/silentflow/cnpj-enricher) - **Google Ads Transparency** - [Google Ads Transparency Scraper](https://apify.com/silentflow/google-ads-transparency-scraper) - **SIRET** - [SIRET Company Enricher](https://apify.com/silentflow/siret-enricher-ppr) - **BuiltWith** - [BuiltWith Scraper | Tech Stacks and Top Sites](https://apify.com/silentflow/builtwith-scraper) - **Domain** - [Domain Enricher](https://apify.com/silentflow/domain-enricher) - **French Company Prospector** - [French Company Prospector](https://apify.com/silentflow/french-company-prospector) - **SEC** - [SEC Scraper | EDGAR Filings and Company Data](https://apify.com/silentflow/sec-scraper) - **USPTO** - [USPTO Scraper | Trademark Search and Status](https://apify.com/silentflow/uspto-scraper) - **ZocDoc** - [ZocDoc Scraper](https://apify.com/silentflow/zocdoc-scraper) - **Clutch** - [Clutch Scraper | Agencies, Reviews, Ratings, Services](https://apify.com/silentflow/clutch-scraper) - **Clutch Agency** - [Clutch Agency Scraper](https://apify.com/silentflow/clutch-scraper-ppe) - **Dealroom Startup Data** - [Dealroom Startup Data Scraper](https://apify.com/silentflow/dealroom-scraper) - **G2** - [G2 Reviews Scraper](https://apify.com/silentflow/g2-review-intelligence) - **PagesJaunes** - [PagesJaunes Scraper | French Business Emails and SIRET](https://apify.com/silentflow/pagesjaunes-scraper) - **PagesJaunes** - [PagesJaunes Business Scraper](https://apify.com/silentflow/pagesjaunes-scraper-ppr) - **SIRET French** - [SIRET French Company Enricher](https://apify.com/silentflow/siret-enricher) - **ThomasNet Suppliers** - [ThomasNet Suppliers Scraper](https://apify.com/silentflow/thomasnet-scraper) **🔎 SEO** - **Similarweb** - [Similarweb Scraper | Website Traffic, Rankings and Competitors](https://apify.com/silentflow/similarweb-scraper) - **Google News** - [Google News Scraper](https://apify.com/silentflow/google-news-scraper) - **Apple** - [Apple Scraper | App Store Apps, Ratings and Charts](https://apify.com/silentflow/apple-scraper) **📈 Marketing** - **Pexels** - [Pexels Scraper | Photos, Videos and Download Stats](https://apify.com/silentflow/pexels-scraper) **🧰 More tools** - **PrizePicks** - [PrizePicks Scraper | Player Props, Lines and Projections](https://apify.com/silentflow/prizepicks-scraper) - **Apple** - [Apple Reviews Scraper | App Store Reviews and Ratings](https://apify.com/silentflow/apple-reviews-scraper) ### Support Need something this scraper doesn't do yet? We ship features fast. - Feature requests go straight to our backlog - Enterprise needs? We do custom integrations and high-volume plans - Pricing questions? Check the Monetization tab on the actor page Response time: usually under 24 hours. ### Legal compliance This Actor extracts publicly available data from Software Advice (softwareadvice.com). It does not bypass any login, paywall or CAPTCHA. Users are responsible for complying with Software Advice's terms of service and applicable data protection laws (GDPR in the European Union, CCPA in California, and PIPL in China where relevant). Reviews carry the reviewer's first name and last initial, industry, company size and, for some, a profile picture, so treat them as personal data when you store, analyse or publish them, and keep only what your purpose needs. The data returned is informational: ratings, prices and vendor details change over time, so verify them before a regulated use. *SoftwareAdvice Scraper by SilentFlow: every Software Advice review of the software you follow, with its product, vendor and price, in one table.* # Actor input Schema ## `startUrls` (type: `array`): Paste pages of softwareadvice.com. A product page or its reviews page (https://www.softwareadvice.com/product/27508-Capsule/reviews/, https://www.softwareadvice.com/crm/hubspot-sales-profile/) returns that product's reviews. A category page (https://www.softwareadvice.com/crm/) returns the reviews of the products it lists, in the order shown, up to Max reviews per product each. ## `searchQueries` (type: `array`): No link at hand? Type product names, one per line: HubSpot Sales Hub, monday.com, QuickBooks Online. Each name is looked up with the Software Advice search box and returns the reviews of the best matching product. The log shows which product each name matched. ## `productIds` (type: `array`): Software Advice product IDs, for example 27508: the productId column of a previous run, or the number after /product/ in a product link. Handy to follow the same products every week. ## `maxItems` (type: `integer`): The run stops after this many reviews, all products together. One review is one row. Popular products have several hundred reviews on Software Advice. ## `maxReviewsPerProduct` (type: `integer`): Stop each product after this many reviews, in the order below. Useful with a category link, to sample every product instead of reading the first one to the end. 0 reads every review of each product. ## `sort` (type: `string`): Most recent first follows what users say this month. Most detailed first is the default order of the Software Advice page: complete reviews with pros, cons and reasons on top. ## `starRatings` (type: `array`): Keep only these overall ratings. Pick 1 and 2 stars to read what users complain about. Empty keeps every rating. ## `companySizes` (type: `array`): Keep only reviews written by people from companies of these sizes, to hear from your own segment. Empty keeps every size. ## `timeUsed` (type: `array`): Keep only reviews from people who used the product this long. Pick More than 2 years for long-term opinions. Empty keeps every duration. ## `dateFrom` (type: `string`): Only keep reviews written on or after this date: 2026-01-01, or an age such as 30 days for a monthly schedule. With most recent first, each product stops at the first older review. Empty keeps every date. ## Actor input object example ```json { "startUrls": [ { "url": "https://www.softwareadvice.com/product/27508-Capsule/reviews/" } ], "maxItems": 100, "maxReviewsPerProduct": 0, "sort": "MOST_RECENT" } ``` # Actor output Schema ## `reviews` (type: `string`): Complete data including: id, url, title, prosText, consText, generalComments, reasonsForChoosing, reasonsForSwitching, vendorReply, vendorRepliedAt, reviewerName, reviewerIndustry, reviewerCompanySize, reviewerAvatarUrl, isVerified, isAnonymous, timeUsed, frequencyOfUse, reviewSource, isIncentivized, source, rating, easeOfUseRating, customerSupportRating, functionalityRating, valueForMoneyRating, publishedAt, previousVersionsCount, productId, productName, productUrl, productCategory, productRating, productReviewsCount, vendorName, vendorWebsite, productLogoUrl, startingPrice, priceCurrency, hasFreeTrial, hasFreeVersion, scrapedAt. ## `prosCons` (type: `string`): What each reviewer liked and disliked, with the stars and the reviewer's industry. ## `ratings` (type: `string`): Overall, ease of use, customer support, functionality and value for money ratings of each review, next to the product average. ## `products` (type: `string`): The product of each review: vendor, category, average rating, review count, starting price and page. # API You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup. ## JavaScript example ```javascript import { ApifyClient } from 'apify-client'; // Initialize the ApifyClient with your Apify API token // Replace the '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "startUrls": [ { "url": "https://www.softwareadvice.com/product/27508-Capsule/reviews/" } ] }; // Run the Actor and wait for it to finish const run = await client.actor("silentflow/softwareadvice-scraper").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`); const { items } = await client.dataset(run.defaultDatasetId).listItems(); items.forEach((item) => { console.dir(item); }); // 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs ``` ## Python example ```python from apify_client import ApifyClient # Initialize the ApifyClient with your Apify API token # Replace '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = { "startUrls": [{ "url": "https://www.softwareadvice.com/product/27508-Capsule/reviews/" }] } # Run the Actor and wait for it to finish run = client.actor("silentflow/softwareadvice-scraper").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}") for item in client.dataset(run.default_dataset_id).iterate_items(): print(item) # 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{ "startUrls": [ { "url": "https://www.softwareadvice.com/product/27508-Capsule/reviews/" } ] }' | apify call silentflow/softwareadvice-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "type": "http", "url": "https://mcp.apify.com/?tools=fetch-actor-details,silentflow/softwareadvice-scraper" } } } ``` The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer ` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations). ## OpenAPI specification Download the OpenAPI definition: https://api.apify.com/v2/actors/AA6RZuiQgAZONQQ2t/builds/jvEPZGO5ufbQBA67G/openapi.json