Product Review Sentiment Checker [ SharpAPI ![SharpAPI logo](https://sharpapi.com/build/assets/resources/images/logo200-C65na0V3.png) ](https://sharpapi.com/en) Open main menu Products Solutions [ Resume Parsing API ](https://sharpapi.com/en/resume-parsing-api)Convert resumes in PDF, DOCX or images into structured JSON profiles. [ Resume Job Match Score ](https://sharpapi.com/en/resume-job-match-score-api)Score any resume against a job description across a dozen dimensions. [ Invoice Parsing API ](https://sharpapi.com/en/invoice-parsing-api)OCR and AI extraction of invoice data into clean, structured JSON. [ Translation API ](https://sharpapi.com/en/translation-api)Structured JSON translation for applications across 80+ languages. [ AI for HR Tech ](https://sharpapi.com/en/solutions/hr-tech)The full hiring pipeline: parse, match, skills data and job descriptions. 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[ Home ](https://sharpapi.com/en) 2. [APIs Catalog](https://sharpapi.com/en/catalog) 3. [E-commerce](https://sharpapi.com/en/catalog/ai/e-commerce) 4. [Product Review Sentiment Checker](https://sharpapi.com/en/catalog/ai/e-commerce/product-review-sentiment-checker) [ E-commerce ](https://sharpapi.com/en/catalog/ai/e-commerce) AI-powered API Product Review Sentiment Checker ================================== Analyzes customer reviews and returns the sentiment score. ------------------------------------------------------------ The Product Review Sentiment Analysis API parses the customer's product review and provides its sentiment (`POSITIVE`/`NEGATIVE`/`NEUTRAL`) with a score between 0-100%. This API is perfect for generating sentiment reports for any online store, offering valuable insights into customer feedback. Developers can use this API to enhance e-commerce platforms, customer feedback systems, or sentiment analysis tools. It automates the analysis process, helping businesses understand customer opinions and improve their offerings. Use cases include creating sentiment reports, enhancing customer service strategies, and refining product descriptions based on customer feedback. `NEUTRAL` sentiment will always have score equals to `0`. [ See the full solution overview, live demo and integration guide » ](https://sharpapi.com/en/solutions/ecommerce) ### Try it live — no signup needed Live demo Paste a short text and watch this API process it in real time. Website Parameters Output language English Spanish German French Polish Italian Portuguese Dutch Chinese Japanese Arabic Voice tone Extra context Run this API Processing… Load example ``` ``` That was a live API response. Get your own API key and 100,000 free trial words — no credit card required. [ Continue with your own API key ](https://sharpapi.com/register?from=ecommerce_review_sentiment) Try again Not ready yet? Get a monthly email with new endpoints, live demos and API automation recipes. Send me demos Double opt-in, unsubscribe anytime. ### AI jobs involve two key steps: 1. **Submitting the AI job:** Initiating the process by sending the job request. 2. **Monitoring and receiving results:** Continuously checking the job status and obtaining the final output upon successful completion. --- ### Related SDKs/Libraries - Laravel [ E-Commerce Product Review Sentiment for Laravel ](https://github.com/sharpapi/laravel-ecommerce-review-sentiment) - Node.js [ Product Review Sentiment for Node.js ](https://www.npmjs.com/package/@sharpapi/sharpapi-node-product-review-sentiment) - PHP [ Product Review Sentiment Analysis for PHP 8 - AI-Powered Review Analysis ](https://github.com/sharpapi/php-ecommerce-product-review-sentiment) --- ### Implement it with an AI coding agent An alternative to the SDKs: copy this prompt into Claude Code, Cursor or Copilot. It holds everything the agent needs to call this endpoint directly over HTTP, including authentication, request format, job polling, rate limits and error handling. copied = false, 2000)" class="inline-flex shrink-0 items-center gap-1.5 rounded-lg bg-brand-600 px-3 py-2 text-sm font-semibold text-white hover:bg-brand-700"> Copy prompt Copied! Show the prompt Hide the prompt ```` # Implement the SharpAPI "Product Review Sentiment Checker" endpoint You are adding an integration with SharpAPI's Product Review Sentiment Checker API to this codebase. This brief is an alternative to the official SharpAPI SDKs (PHP/Laravel, JavaScript/Node, Python, Flutter, .NET): it describes everything needed to call the API directly over HTTP. If the project already uses a SharpAPI SDK, use the SDK instead. ## What it does The Product Review Sentiment Analysis API parses the customer's product review and provides its sentiment (`POSITIVE`/`NEGATIVE`/`NEUTRAL`) with a score between 0-100%. This API is perfect for generating sentiment reports for any online store, offering valuable insights into customer feedback. Developers can use this API to enhance e-commerce platforms, customer feedback systems, or sentiment analysis tools. It automates the analysis process, helping businesses understand customer opinions and improve their offerings. Use cases include creating sentiment reports, enhancing customer service strategies, and refining product descriptions based on customer feedback. `NEUTRAL` sentiment will always have score equals to `0`. ## Authentication and base URL - Base URL: `https://sharpapi.com/api/v1` - Send `Authorization: Bearer `, `Accept: application/json` and a `User-Agent` that names your app on every request. - Read the API key from configuration or an environment variable (for example `SHARPAPI_API_KEY`). Never hard-code or commit it. The key is in the SharpAPI dashboard: https://sharpapi.com/dashboard ## Endpoints ### `POST https://sharpapi.com/api/v1/ecommerce/review_sentiment` Product Review Sentiment Request body: `application/json` - `content` (string), e.g. `I got a variant of this laptop 4090 with miniLED and surprise, it does not work...` - `language` (string), e.g. `English` Example: ```json { "content": "I got a variant of this laptop 4090 with miniLED and surprise, it does not work in SDR and if you enable HDR to make the miniLED work it causes so much back light bleed you can see light follow the mouse and around the the text. I found out...", "language": "English" } ``` ### `GET https://sharpapi.com/api/v1/ecommerce/review_sentiment/job/status/{uuid}` Product Review Sentiment - Job Results - path parameter `uuid` (required), string, e.g. `"7f829234-0e87-4796-a820-4f9fe5de5aab"` ## Asynchronous job flow This is an asynchronous AI endpoint. Mirror the official SDK client: 1. POST the request. The API answers `202 Accepted` with `{"job_id": "...", "status_url": "..."}` (the `Location` header holds the same URL). 2. GET `status_url` with the same headers. While `data.attributes.status` is `new` or `pending`, wait the number of seconds in the `Retry-After` header (10 seconds if it is missing) and poll again. 3. Stop when the status is `success` or `failed`. The result is in `data.attributes.result`, already decoded as JSON. 4. A `failed` job is a normal response, not an HTTP error: report it to the caller as a failure. 5. Give up after 180 seconds of polling in total and surface a timeout error. Run the whole flow in a background job or queue, never inside a web request. SharpAPI can also call your own webhook when a job finishes (Dashboard → Webhooks), which avoids polling. ## Successful job result ```json { "data": { "type": "api_job_result", "id": "f245cf5a-26da-4c02-91d7-01606a1a8759", "attributes": { "status": "success", "type": "ecommerce_review_sentiment", "result": { "opinion": "NEGATIVE", "score": 75, "emotion": "frustration", "urgency": "moderate", "topics": [ { "topic": "screen_quality", "sentiment": "negative", "mention_count": 3 }, { "topic": "performance", "sentiment": "positive", "mention_count": 1 }, { "topic": "backlight_bleed", "sentiment": "negative", "mention_count": 2 } ], "loyalty_signal": "detractor", "recommended_action": "investigate_issue", "language": "en", "review_quality": "detailed" } } } } ``` ## Errors to handle - `401` 401 Unauthorized: "Unauthorized" - `402` 402 Payment Required: "You have exceeded your monthly words quota [1694]. Please login to the dashboard and increase number of credits." - `404` 404 Not Found: "Resource Not Found" - `422` 422 Unprocessable Content: "The content field is required." - `429` 429 Too Many Requests: "Too Many Attempts." - `500` 500 Internal Server Error: "Server Error" - `503` 503 Service Unavailable: "Service Unavailable" - `429`: rate limited. Wait the `Retry-After` seconds and retry, at most 3 times. - `402`: the word quota is used up. Do not retry; tell the user to add credits or upgrade. - `5xx`: retry later with backoff. ## Implementation rules - Wrap the calls in one small client or service with a typed method for this endpoint, and map the result to a typed object or DTO. - Track `X-RateLimit-Limit` and `X-RateLimit-Remaining`. When the remaining count drops to 3 or below, slow down (double the polling interval). - `GET https://sharpapi.com/api/v1/ping` checks connectivity and `GET https://sharpapi.com/api/v1/quota` returns the remaining words: use them for a health check. - Write tests with the HTTP layer mocked: success, `pending` then `success`, `failed` job, `422` validation error, `429` retry, and a missing API key. - Full API reference: https://sharpapi.com/documentation ```` ![Product Review Sentiment Checker](https://sharpapi.com/storage/244/conversions/E-commerce---Product-Review-Sentiment-Checker-%28AI%29-full_size.jpg) [ Check API Details Documentation Check API Details Documentation ](https://documenter.getpostman.com/view/31106842/2s9Ye8faUp#6c84e3ef-1d14-4cbe-9036-27d991459c43) [ ![SharpAPI SOC 2 Type II](https://sharpapi.com/build/assets/resources/images/a2zweb-soc2-Cb6pM2no.png) ](https://trust.a2zweb.co/) SharpAPI is now SOC 2 Type II compliant. You can check details at our [ Trust Center Portal. ](https://trust.a2zweb.co/) Your data is your data. Learn how we protect it and comply with global privacy standards in our [ Data Handling and Compliance policy ](https://sharpapi.com/en/data-handling-and-compliance). Step 1. Submit the AI Job request --------------------------------- **Endpoint:** `POST - /v1/ecommerce/review_sentiment` AttributeTypeMandatoryDescriptioncontentStringYesProvide review text to analyze the sentiment.**REQUEST EXAMPLE:** ``` { "content": "I got a variant of this laptop 4090 with miniLED and surprise, it does not work in SDR and if you enable HDR to make the miniLED work it causes so much back light bleed you can see light follow the mouse and around the the text. I found out Razer has two variants of the panel one called BOE and one called AUO. The BOE i got is whats broken, and they have the audacity to sell an inferior version of the laptop (early 2023) with a huge faulty screen.refer to my images to see how bad the MiniLED looks when HDR is enable, and without HDR well, the miniLED simply does not work. Great job Razer, will be returning this as I have no way of telling if I get the BOE or AUO variant of the screen. Do some research on this if you going for the MiniLED version.Other than the screen which is one of main reasons you likely buying this, the performance is amazing and temps are great." } ``` --- **RESPONSE EXAMPLE:** ``` { "status_url": "https://sharpapi.com/api/v1/content/translate/job/status/5de4887a-0dfd-49b6-8edb-9280e468c210", "job_id": "5de4887a-0dfd-49b6-8edb-9280e468c210" } ``` --- Step 2. Monitor & Fetch AI Job Results ------------------------------------------ **Endpoint:** `GET - /v1/ecommerce/review_sentiment/job/status/:uuid` An endpoint is used to check on the progress of the requested API job. **Result Example:** ``` { "data": { "type": "api_job_result", "id": "f245cf5a-26da-4c02-91d7-01606a1a8759", "attributes": { "status": "success", "type": "ecommerce_review_sentiment", "result": { "opinion": "NEGATIVE", "score": 75, "emotion": "frustration", "urgency": "moderate", "topics": [ { "topic": "screen_quality", "sentiment": "negative", "mention_count": 3 }, { "topic": "performance", "sentiment": "positive", "mention_count": 1 }, { "topic": "backlight_bleed", "sentiment": "negative", "mention_count": 2 } ], "loyalty_signal": "detractor", "recommended_action": "investigate_issue", "language": "en", "review_quality": "detailed" } } } } ``` - Related Keywords: - [ Sentiment ](https://sharpapi.com/en/tag/sentiment) - [ Reviews ](https://sharpapi.com/en/tag/reviews) - [ Feedback ](https://sharpapi.com/en/tag/feedback) - [ E-commerce ](https://sharpapi.com/en/tag/e-commerce) ### Other E-commerce APIs - [ Custom Thank You E-mail Generator ](https://sharpapi.com/en/catalog/ai/e-commerce/custom-thank-you-e-mail-generator) - [ Product Categorization ](https://sharpapi.com/en/catalog/ai/e-commerce/product-categorization) - [ Product Intro Generator ](https://sharpapi.com/en/catalog/ai/e-commerce/product-intro-generator) - [ Product Description Generator ](https://sharpapi.com/en/catalog/ai/e-commerce/product-description-generator) --- ### Accelerate integration with our official [SDK client packages](https://github.com/sharpapi/): [ NodeJS SDK ](https://github.com/sharpapi/sharpapi-node-client) [ ](https://github.com/sharpapi/sharpapi-node-client) [ Python SDK ](https://github.com/sharpapi/sharpapi-python-client) [ ](https://github.com/sharpapi/sharpapi-python-client) [ PHP SDK ](https://github.com/orgs/sharpapi/repositories?q=php) [ ](https://github.com/orgs/sharpapi/repositories?q=php) [ Laravel SDK ](https://github.com/orgs/sharpapi/repositories?q=laravel) [ ](https://github.com/orgs/sharpapi/repositories?q=laravel) [ .NET SDK ](https://www.nuget.org/packages/SharpApi.Service) [ .NET ](https://www.nuget.org/packages/SharpApi.Service) [ Flutter SDK ](https://pub.dev/packages/sharpapi_flutter_client) [ ](https://pub.dev/packages/sharpapi_flutter_client) Discover our complete [AI-Powered Automation Toolkit](https://sharpapi.com/en/toolkit) --- [ ![10 Ways AI with SharpAPI is Transforming Travel Tech](https://sharpapi.com/storage/1147/conversions/travel-tech-small-preview.jpg) ](https://sharpapi.com/en/blog/post/10-ways-ai-with-sharpapi-is-transforming-travel-tech) Nov 3, 2024 [ #AI ](https://sharpapi.com/en/blog/tag/ai) [ #Travel APIs ](https://sharpapi.com/en/blog/tag/travel-apis) [ #Travel ](https://sharpapi.com/en/blog/tag/travel) ### [ 10 Ways AI with SharpAPI is Transforming Travel Tech ](https://sharpapi.com/en/blog/post/10-ways-ai-with-sharpapi-is-transforming-travel-tech) In an industry where time zones are crossed faster than you can finish a complimentary in-flight snack, AI has become the quiet co-pilot shaping every corner of travel. Imagine automating itinerary emails, categorizing unique stays, or instantly translating tour descriptions—all while you focus on delivering memorable experiences. SharpAPI brings this vision to life, offering a suite of AI-powered tools that not only simplify operations but add that extra spark to customer interactions, making travel smoother, smarter, and undeniably more exciting. [ ![Transforming HR Tech with AI-Powered Efficiency](https://sharpapi.com/storage/1170/conversions/austin-distel-unsplash-small-preview.jpg) ](https://sharpapi.com/en/blog/post/transforming-hr-tech-with-ai-powered-efficiency) Nov 7, 2024 [ #HR Tech ](https://sharpapi.com/en/blog/tag/hr-tech) [ #AI ](https://sharpapi.com/en/blog/tag/ai) [ #Resume Parsing ](https://sharpapi.com/en/blog/tag/resume-parsing) ### [ Transforming HR Tech with AI-Powered Efficiency ](https://sharpapi.com/en/blog/post/transforming-hr-tech-with-ai-powered-efficiency) So, you’re neck-deep in resumes and job descriptions, and your only defense against the deluge is a lukewarm cup of coffee. Enter SharpAPI. This isn’t just any old toolkit – this is a turbo-charged, HR tech hero. Here’s how each of these endpoint superheroes (cue dramatic music) can turn your hiring process from drudgery to, well, semi-automated bliss. [ ![When Laravel/PHP E-commerce App Meets AI](https://sharpapi.com/storage/9/conversions/sharpapi-github-php-bg-preview.jpg) ](https://sharpapi.com/en/blog/post/when-laravel-php-e-commerce-app-meets-ai-unleashing-the-power-of-sharpapi-in-10-use-cases) Jan 1, 2024 [ #AI ](https://sharpapi.com/en/blog/tag/ai) [ #Resume Parsing ](https://sharpapi.com/en/blog/tag/resume-parsing) [ #AI Resume Parser ](https://sharpapi.com/en/blog/tag/ai-resume-parser) ### [ When Laravel/PHP E-commerce App Meets AI ](https://sharpapi.com/en/blog/post/when-laravel-php-e-commerce-app-meets-ai-unleashing-the-power-of-sharpapi-in-10-use-cases) Hey fellow Laravel enthusiasts! In the ever-evolving landscape of e-commerce, integrating AI into your Laravel applications is not just a luxury, it’s a necessity. With SharpAPI’s Laravel package, it’s now easier than ever. In this blog, I’ll guide you through 10 transformative use cases for enhancing your Laravel-based e-commerce applications using SharpAPI. [ ![Refer a customer → earn 30% forever](https://sharpapi.com/storage/10187/conversions/micheile-henderson-300-preview.jpg) ](https://sharpapi.com/en/blog/post/refer-a-customer-earn-30-forever) Oct 1, 2025 [ #Feedback ](https://sharpapi.com/en/blog/tag/feedback) [ #Marketing ](https://sharpapi.com/en/blog/tag/marketing) [ #YouTube ](https://sharpapi.com/en/blog/tag/youtube) ### [ Refer a customer → earn 30% forever ](https://sharpapi.com/en/blog/post/refer-a-customer-earn-30-forever) If you build things for customers, recommend tools, write tutorials, run a community, or just happen to know people who do, you can earn recurring income by sending them our way. [ ![SharpAPI Introduction Video](https://sharpapi.com/storage/1248/conversions/logo500-square-white-preview.jpg) ](https://sharpapi.com/en/blog/post/sharpapi-introduction-video) Feb 2, 2024 [ #HR Tech ](https://sharpapi.com/en/blog/tag/hr-tech) [ #Travel ](https://sharpapi.com/en/blog/tag/travel) [ #SEO ](https://sharpapi.com/en/blog/tag/seo) ### [ SharpAPI Introduction Video ](https://sharpapi.com/en/blog/post/sharpapi-introduction-video) SharpAPI is a powerful AI-powered API, which provides a range of workflow automation endpoints to help improve efficiency across various industries. It has features for E-commerce, Content & Marketing Automation, SEO, HR Tech, and Travel & Hospitality industries. [ ![Leveraging AI for Enhanced Online Engagement](https://sharpapi.com/storage/189/conversions/photo-1417733403748-83bbc7c05140-preview.jpg) ](https://sharpapi.com/en/blog/post/leveraging-ai-for-enhanced-online-engagement-transforming-e-commerce-content-marketing-hr-tech-and-travel-industries) Jul 18, 2024 [ #AI ](https://sharpapi.com/en/blog/tag/ai) [ #API ](https://sharpapi.com/en/blog/tag/api) [ #Travel APIs ](https://sharpapi.com/en/blog/tag/travel-apis) ### [ Leveraging AI for Enhanced Online Engagement ](https://sharpapi.com/en/blog/post/leveraging-ai-for-enhanced-online-engagement-transforming-e-commerce-content-marketing-hr-tech-and-travel-industries) Let’s explore how AI can be leveraged to build scalable solutions for online engagement across various industries seeking to enhance efficiency and productivity through AI-driven workflow automation. ### Like SharpAPI? Share it and earn 30% recurring commissions — forever. Your clients already need AI. 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