Grist vs PromptLoop

Grist combines spreadsheet analysis with database-style organization for complex data work. It structures information relationally while supporting Python formulas and Excel-like spreadsheet functions. Pages can present tables, cards, forms, charts, calendars and custom widgets, and access rules can govern visibility or editing at the table, column and record level. A REST API supports programmatic reading and modification of documents, workspaces and team sites; integrations include Zapier, Integrately, Pabbly Connect, n8n and Make. Grist is available as a hosted service, a free open-source Community edition for self-hosting, and a desktop app that works without internet access or an online account. Documents are SQLite databases and can be exported as.grist files. Hosted Grist uses AWS infrastructure, HTTPS, encrypted storage and backups, and optional MFA, but has not undergone certification or auditing for SOC 2, ISO 27001, HIPAA or GDPR compliance. The free plan allows up to 5,000 records per document; a 30-day trial is listed.

PromptLoop helps sales and go-to-market teams research and qualify prospects by extracting company data, buying signals, and custom insights from websites. Its no-code AI tasks accept website lists or search terms and return structured data, strict formats, and confidence scores. Website tasks crawl supplied URLs; search tasks find a name or keyword and then crawl relevant pages. Managed tasks can create or transform AI columns and return verified or probable work emails and phone numbers with related metadata. PromptLoop documents HubSpot and Salesforce integrations for importing company lists and syncing selected results to CRM records. Its functions and tasks work with Excel and Google Sheets, and a REST API connects existing systems. Credit use varies: normal outputs cost one credit per row or website, list outputs cost one credit per returned row, and returned emails and phones cost 5 and 50 credits respectively. Tasks with more than six output items may run slower or lose accuracy; chained workflows support up to five steps. The Free plan has 500 credits, one seat, and 25 rows or inputs at a time.