{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_sheetai-app","slug":"sheetai-app","name":"SheetAI.app","type":"product","url":"https://sheetai.app","page_url":"https://unfragile.ai/sheetai-app","categories":["app-builders"],"tags":[],"pricing":{"model":"paid","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_sheetai-app__cap_0","uri":"capability://productivity.ai.powered.text.generation.in.spreadsheet.cells","name":"ai-powered text generation in spreadsheet cells","description":"Generate custom text content directly within Google Sheets cells using natural language prompts. Users can create product descriptions, marketing copy, email templates, or any text content by writing a SHEETAI formula with their desired output specification.","intents":["I need to generate product descriptions for 500 items quickly","I want to create multiple variations of marketing copy without leaving Sheets","I need to bulk-generate email templates with different personalization"],"best_for":["marketing teams","content creators","e-commerce managers","small business owners"],"limitations":["Cost scales with number of formula executions across large datasets","Data is sent to external AI models, raising privacy concerns","Limited fine-tuning compared to direct API access"],"requires":["Google Sheets document","SheetAI.app account with API credits","Internet connection","Clear prompt specification in formula"],"input_types":["natural language prompt","cell references"],"output_types":["text"],"categories":["productivity","content-creation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_sheetai-app__cap_1","uri":"capability://data.analysis.sentiment.analysis.and.emotion.classification","name":"sentiment analysis and emotion classification","description":"Analyze the sentiment or emotional tone of text entries in spreadsheet cells, automatically classifying them as positive, negative, neutral, or other emotional categories. Results are returned as cell values for further analysis or filtering.","intents":["I need to categorize customer feedback by sentiment across hundreds of reviews","I want to identify which survey responses are negative to prioritize follow-ups","I need to track emotional tone changes in customer messages over time"],"best_for":["customer service teams","data analysts","product managers","UX researchers"],"limitations":["Accuracy depends on text clarity and context","May struggle with sarcasm, cultural nuances, or domain-specific language","Cost accumulates with large datasets"],"requires":["Google Sheets with text data","SheetAI.app account","Text in analyzable format (reviews, feedback, messages)"],"input_types":["text"],"output_types":["categorical labels","confidence scores"],"categories":["data-analysis","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_sheetai-app__cap_2","uri":"capability://data.analysis.text.classification.and.categorization","name":"text classification and categorization","description":"Automatically classify text entries into predefined or custom categories based on content. Users can categorize customer inquiries, support tickets, product feedback, or any text data into relevant buckets without manual sorting.","intents":["I need to sort 1000 support tickets into categories like billing, technical, feature request","I want to automatically tag customer feedback by product area","I need to classify survey responses into themes for analysis"],"best_for":["support teams","data analysts","product teams","research teams"],"limitations":["Requires clear category definitions for accurate classification","May misclassify ambiguous or multi-topic text","Cost per classification execution can add up quickly"],"requires":["Google Sheets with text data","SheetAI.app account","Predefined categories or clear classification criteria"],"input_types":["text"],"output_types":["categorical labels"],"categories":["data-analysis","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_sheetai-app__cap_3","uri":"capability://data.analysis.information.extraction.from.unstructured.text","name":"information extraction from unstructured text","description":"Extract specific data points, entities, or structured information from unstructured text content. Users can pull out names, dates, amounts, addresses, or custom fields from paragraphs, documents, or notes directly in Sheets.","intents":["I need to extract company names and contact info from 200 business descriptions","I want to pull out dates and amounts from invoice descriptions","I need to extract key details from customer notes for CRM entry"],"best_for":["data analysts","business operations teams","CRM managers","administrative staff"],"limitations":["Accuracy depends on text structure and clarity","May struggle with inconsistent formatting or domain-specific terminology","Requires clear specification of what to extract"],"requires":["Google Sheets with unstructured text","SheetAI.app account","Clear extraction criteria or examples"],"input_types":["text"],"output_types":["structured data","text","numbers"],"categories":["data-analysis","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_sheetai-app__cap_4","uri":"capability://productivity.bulk.content.transformation.and.rewriting","name":"bulk content transformation and rewriting","description":"Transform, rewrite, or rephrase existing text content in bulk across spreadsheet rows. Users can change tone, summarize content, expand descriptions, or translate text while keeping data in Sheets.","intents":["I need to rewrite product descriptions to be more SEO-friendly","I want to summarize long customer feedback into bullet points","I need to change the tone of marketing copy from formal to casual"],"best_for":["content teams","marketing professionals","copywriters","product managers"],"limitations":["Quality depends on original content and transformation specificity","May not preserve all nuances from original text","Cost scales with volume of content to transform"],"requires":["Google Sheets with text content","SheetAI.app account","Clear transformation instructions in formula"],"input_types":["text"],"output_types":["text"],"categories":["productivity","content-creation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_sheetai-app__cap_5","uri":"capability://productivity.native.formula.integration.with.ai.models","name":"native formula integration with ai models","description":"Use custom SHEETAI formulas that work like standard spreadsheet functions, allowing AI capabilities to be embedded directly in cells and combined with other spreadsheet operations. Formulas can reference cells, use parameters, and integrate with existing Sheets workflows.","intents":["I want to add AI analysis to my existing spreadsheet without exporting data","I need to create a formula that combines AI output with other calculations","I want to apply AI transformations to multiple columns in one workflow"],"best_for":["spreadsheet power users","data analysts","business analysts","anyone already using Google Sheets"],"limitations":["Limited customization compared to direct API access","Formula syntax has learning curve for non-technical users","Performance may degrade with very large datasets"],"requires":["Google Sheets document","SheetAI.app installed and authenticated","Understanding of basic formula syntax"],"input_types":["cell references","text parameters"],"output_types":["any cell-compatible data type"],"categories":["productivity","data-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_sheetai-app__cap_6","uri":"capability://productivity.batch.processing.across.spreadsheet.rows","name":"batch processing across spreadsheet rows","description":"Apply AI operations to multiple rows simultaneously without manual repetition. Users can process hundreds or thousands of rows in a single operation, with results populated back into the spreadsheet automatically.","intents":["I need to analyze 500 customer reviews in one go","I want to generate descriptions for my entire product catalog at once","I need to classify all support tickets from this month in bulk"],"best_for":["teams with large datasets","data analysts","operations teams","anyone processing bulk data"],"limitations":["Cost accumulates based on number of rows processed","Processing time may be significant for very large batches","Requires sufficient API credits"],"requires":["Google Sheets with multiple rows of data","SheetAI.app account with adequate credits","Properly formatted data in columns"],"input_types":["spreadsheet rows","cell data"],"output_types":["spreadsheet rows","cell data"],"categories":["productivity","data-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_sheetai-app__cap_7","uri":"capability://productivity.multi.task.ai.workflow.in.single.interface","name":"multi-task ai workflow in single interface","description":"Perform multiple different AI tasks (text generation, classification, sentiment analysis, extraction) within the same spreadsheet without switching applications or managing separate API integrations. All tasks use the same SHEETAI formula interface.","intents":["I need to generate, classify, and analyze content all in one spreadsheet","I want to avoid switching between multiple AI tools for different tasks","I need a unified interface for all my AI-powered data processing"],"best_for":["teams using Google Workspace","small-to-medium businesses","anyone wanting simplified AI workflows"],"limitations":["Less specialized than dedicated single-purpose tools","Limited customization for specific use cases","All tasks subject to same pricing model"],"requires":["Google Sheets","SheetAI.app account","Understanding of different formula types for different tasks"],"input_types":["text","cell references"],"output_types":["text","categorical data","structured data"],"categories":["productivity","data-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_sheetai-app__cap_8","uri":"capability://data.analysis.data.driven.insights.generation.from.spreadsheet.content","name":"data-driven insights generation from spreadsheet content","description":"Generate analytical insights, summaries, or recommendations based on data and text content in spreadsheets. Users can ask the AI to identify patterns, create executive summaries, or provide actionable recommendations from their data.","intents":["I need to generate a summary of key themes from customer feedback","I want to identify trends in my sales data and get recommendations","I need to create an executive summary of survey results"],"best_for":["managers","analysts","decision-makers","researchers"],"limitations":["Insights are only as good as the underlying data quality","May miss context or domain-specific nuances","Requires sufficient data volume for meaningful patterns"],"requires":["Google Sheets with relevant data","SheetAI.app account","Clear specification of what insights are needed"],"input_types":["spreadsheet data","text content"],"output_types":["text summaries","insights","recommendations"],"categories":["data-analysis","productivity"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":43,"verified":false,"data_access_risk":"high","permissions":["Google Sheets document","SheetAI.app account with API credits","Internet connection","Clear prompt specification in formula","Google Sheets with text data","SheetAI.app account","Text in analyzable format (reviews, feedback, messages)","Predefined categories or clear classification criteria","Google Sheets with unstructured text","Clear extraction criteria or examples"],"failure_modes":["Cost scales with number of formula executions across large datasets","Data is sent to external AI models, raising privacy concerns","Limited fine-tuning compared to direct API access","Accuracy depends on text clarity and context","May struggle with sarcasm, cultural nuances, or domain-specific language","Cost accumulates with large datasets","Requires clear category definitions for accurate classification","May misclassify ambiguous or multi-topic text","Cost per classification execution can add up quickly","Accuracy depends on text structure and clarity","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.39999999999999997,"quality":0.77,"ecosystem":0.15000000000000002,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:33.096Z","last_scraped_at":"2026-04-05T13:23:42.542Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=sheetai-app","compare_url":"https://unfragile.ai/compare?artifact=sheetai-app"}},"signature":"GIPg9Va4VdUfeHnY1pbUWeCc3Cb+AXpsb0oZt9qx98nRUD+q2gvOXyvhmhJ5Rgnzq2aFOUVqcSunZ9opI/3LDA==","signedAt":"2026-06-21T16:58:30.782Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/sheetai-app","artifact":"https://unfragile.ai/sheetai-app","verify":"https://unfragile.ai/api/v1/verify?slug=sheetai-app","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}