Pricing

from $1.40 / 1,000 rows

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Run ChatGPT, Claude & Gemini in Bulk on CSV or Google Sheets

Try for free

Runs one plain-English ChatGPT, Claude or Gemini instruction on every row of an Apify dataset, CSV/Excel file, Google Sheet or JSON array; answers come back as new columns (classify, extract, score, summarise). No API key needed. Pay per enriched row; agent-ready via x402 and MCP.

Pricing

from $1.40 / 1,000 rows

Rating

0.0

(0)

Developer

Adam Pearce

Actor stats

Bookmarked

Total users

Monthly active users

8 days ago

Last modified

Categories

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You can access the Run ChatGPT, Claude & Gemini in Bulk on CSV or Google Sheets programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

$echo '{
<  "data": [
<    {
<      "id": 1,
<      "product": "Wireless earbuds",
<      "review": "Battery life is fantastic and the sound is crisp, but the charging case feels cheap and creaks."
<    },
<    {
<      "id": 2,
<      "product": "Standing desk",
<      "review": "Arrived with a scratched top and the motor is loud enough to annoy my colleagues. Returned it."
<    },
<    {
<      "id": 3,
<      "product": "Coffee grinder",
<      "review": "Does the job. Nothing special, nothing wrong, grinds evenly."
<    }
<  ],
<  "prompt": "Classify the sentiment of this customer review as positive, neutral or negative. Then name the main topic in one to three words, and list up to three product aspects the customer mentions.\\n\\nProduct: {{product}}\\nReview: {{review}}",
<  "outputFields": [
<    {
<      "name": "sentiment",
<      "type": "string",
<      "description": "exactly one of: positive, neutral, negative"
<    },
<    {
<      "name": "topic",
<      "type": "string",
<      "description": "what the review is mainly about, one to three words, e.g. battery life or delivery damage, never the product name"
<    },
<    {
<      "name": "aspects",
<      "type": "array",
<      "description": "up to three short product aspects the customer mentions, e.g. battery life"
<    }
<  ],
<  "exportFormats": [
<    "csv"
<  ]
<}' |
<apify call nerolabs/dataset-ai-enrich --silent --output-dataset

Run ChatGPT in Bulk on CSV, Google Sheets & Datasets API through CLI

The Apify CLI is the official tool that allows you to use Run ChatGPT, Claude & Gemini in Bulk on CSV or Google Sheets locally, providing convenience functions and automatic retries on errors.

Install Apify CLI

Using installation script (macOS/Linux):

$curl -fsSL https://apify.com/install-cli.sh | bash

Using installation script (Windows):

$irm https://apify.com/install-cli.ps1 | iex

Using Homebrew:

$brew install apify-cli

Using npm:

$npm install -g apify-cli

Other API clients include:

Run ChatGPT, Claude & Gemini in Bulk on CSV or Google Sheets API in Python

Run ChatGPT, Claude & Gemini in Bulk on CSV or Google Sheets API in JavaScript

Run ChatGPT, Claude & Gemini in Bulk on CSV or Google Sheets OpenAPI definition

Run ChatGPT, Claude & Gemini in Bulk on CSV or Google Sheets API

OpenRouter

apify/openrouter

You can use any AI LLM model without accounts in AI providers. Use this Actor as a proxy for all requests. Use pay-per-event pricing to pay only for the real credit used.

Apify

13K

4.9

(10)

Dataset Filter & Transform

nerolabs/dataset-filter-transform

Returns rows of any Apify dataset, CSV/Excel/JSON file URL or Google Sheet that pass filter rules (25 operators, AND/OR, date ranges that fix a scraper's ignored date filter) after transforms (rename, cast, compute, regex), then sort, dedupe, export, webhook. Agent-ready: pay per event (x402, MCP).

Adam Pearce

116

Bulk OCR: Image & Scanned PDF to Text from CSV or Google Sheet

nerolabs/bulk-ocr-image-pdf-to-text

OCR every image and scanned PDF linked in an Apify dataset, CSV, Excel or Google Sheet, keeping your columns. Inputs: datasetId or fileUrl or fileUrls, urlField, languages. Adds text, confidence and page counts. Tesseract inside the run, no outside service. Charged per page. Agent-ready: x402, MCP.

Adam Pearce

Dataset Cleaner & Exporter

nerolabs/dataset-cleaner-exporter

Returns a deduplicated, flattened and cleaned copy of any Apify dataset, file or Google Sheet by URL, or JSON array, plus CSV and Excel files, named-dataset append and webhook delivery. Inputs: source, dedup keys, flatten, cleaning options. Agent-ready: pay per event (x402, MCP), per cleaned record.

Adam Pearce

Dataset Aggregate, Group By & Pivot

nerolabs/dataset-aggregate-pivot

Returns GROUP BY and pivot tables for any Apify dataset, file or Google Sheet by URL, or JSON array: count, sum, average, min, max, median per group, date buckets, pivot columns. Exports CSV/Excel, appends to a named dataset, posts to a webhook. Agent-ready: pay per event (x402, MCP), per input row.

Adam Pearce

Dataset Join & Merge (VLOOKUP for Datasets)

nerolabs/dataset-join-merge

Returns two Apify datasets, files or Google Sheets by URL, or JSON arrays joined on key fields like SQL or VLOOKUP: left, inner, right, full and anti joins plus union, with CSV/Excel export, named-dataset append and webhook delivery. Agent-ready: pay per event (x402, MCP), per output row.

Adam Pearce

Bulk Image Downloader: Files from CSV, Google Sheet or Dataset

nerolabs/bulk-file-downloader

Downloads every image or file linked in a dataset, CSV, Excel or Google Sheet and stores each with a public link, keeping your columns. Inputs: datasetId or fileUrl, urlField, fileNameField, createZip. Charged per file stored plus per 10 MB; broken links and repeats free. Agent-ready: x402, MCP.

Adam Pearce

Bulk PageSpeed & Lighthouse Checker: Core Web Vitals from CSV

nerolabs/bulk-pagespeed-checker

Google PageSpeed Insights (Lighthouse) scores, Core Web Vitals and top speed fixes for every URL in a plain urls list, Apify dataset, CSV or Google Sheet, keeping your columns. Inputs: urls, datasetId or fileUrl, strategy. Charged per completed report. Agent-ready: x402, MCP.

Adam Pearce

Run ChatGPT, Claude, Gemini & DeepSeek in Bulk (No API Key)

fayoussef/bulk-llm-runner

Run hundreds of prompts in parallel across GPT, Claude, Gemini, Perplexity, DeepSeek, Qwen, Kimi and 350+ models, with web search, JSON columns and side-by-side model comparison. Optional: upload an Excel, CSV or Google Sheet to run AI on every row. No API key needed.