Numerous.ai vs Relaticle: Features, Pricing & Which Is Better (2026)
A side-by-side comparison of Numerous.ai and Relaticle — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.
Numerous.ai
Numerous.ai
A spreadsheet plugin that embeds ChatGPT into Google Sheets and Excel to extract text, categorize data, and generate formulas.
Key features
- Chat Integration: Embed ChatGPT-style conversational prompts directly in Google Sheets and Excel cells to query, transform, and generate content from spreadsheet data.
- Formula Generation: Automatically produce complex spreadsheet formulas from natural-language descriptions, reducing time spent crafting and debugging formulas manually.
- Text Extraction and Categorization: Extract structured text from messy cells, categorize free-form responses (e.g., survey replies), and populate consistent labels across rows.
- Batch Processing: Apply transformations, prompts, or categorization rules across entire ranges or columns to automate repetitive data-cleaning and classification tasks.
- Summaries and Natural-Language Reports: Generate row-, column-, or sheet-level summaries and human-readable explanations of datasets for faster insights and reporting.
- Cross-platform Support: Works inside both Google Sheets and Microsoft Excel, enabling teams to use the plugin across common spreadsheet environments.
- Bring ChatGPT functionality directly into Google Sheets and Excel
- Extract text from spreadsheet cells using natural-language prompts
- Categorize and label rows or cells based on content
- Generate spreadsheet formulas and functions via natural language
- Enable in-sheet AI-assisted data-cleaning and analysis
Best for
- Survey Analysis: Automatically categorize open-ended survey responses into topics or sentiment labels and create summary counts within the spreadsheet.
- Formula Assistance: Convert a plain-language calculation request into a working spreadsheet formula (e.g., VLOOKUP, INDEX/MATCH, nested IFs) to accelerate spreadsheet building.
- Data Cleaning: Extract and standardize text from inconsistent cells (addresses, product descriptions, notes) across large ranges using natural-language prompts.
- Report Generation: Produce executive-ready summaries and written explanations of sales, financial, or operational data directly from sheet data.
- Bulk Labeling: Apply consistent tags or classifications to thousands of rows (e.g., product categories, customer types) with a single prompt and range selection.
- Ad-hoc Analysis: Ask natural-language questions about a dataset (e.g., 'Which regions underperformed last quarter?') and receive interpreted results or formulas inserted into the sheet.
- Automatically extract structured information from messy text in cells
- Categorize product descriptions, support tickets, or survey responses
- Generate or suggest Excel/Sheets formulas based on plain-language requests
- Accelerate spreadsheet data-cleaning and transformation tasks
- Embed conversational or generative assistance into spreadsheet workflows
Relaticle
Relaticle
Open-source, self-hosted CRM with built-in AI chat and a 37-tool MCP server so external agents can read and update customer data.
Key features
- Built-in AI Chat: Ask Rela anything about your CRM, @-mention records to scope a question, approve destructive actions, and undo with one click; supports voice input and searchable history.
- 37-Tool MCP Server: Connect Claude, ChatGPT, Gemini, or any custom MCP client for full CRUD over contacts, companies, deals, tasks, and notes, plus pipeline analysis.
- Customizable Data Model: 22 field types including entity relationships, conditional visibility, and per-field encryption so the schema matches how your team actually sells.
- Sales Pipeline Management: Custom opportunity stages, lifecycle tracking, and win/loss analysis across companies and contacts.
- Task and Note Tracking: Create, assign, and link tasks and notes to any record; ask the chat to draft follow-ups or roll up what's due.
- Team Collaboration: Multi-workspace support with role-based permissions and five-layer authorization.
- Import and Export: CSV migration from any CRM with column mapping, validation, and error handling, plus export at any time.
- Self-Hosting: Deploy on your own server with the published Docker Compose file under AGPL-3.0, with unlimited users and records.
Best for
- A small sales team wants a CRM their Claude or ChatGPT agents can safely read and update without building a custom integration.
- A privacy-conscious company needs customer data to stay on infrastructure it controls rather than in a third-party SaaS.
- A founder migrating off HubSpot or Attio wants an open-source alternative with no per-seat pricing.
- An operations lead automates pipeline hygiene — logging notes, rescheduling tasks, updating deal stages — through an agent with approval gates.
- A developer builds a custom internal tool on top of the REST API and MCP server rather than a closed CRM's limited integrations.
- A team standardizes on one shared schema so manual edits, in-app chat, and external agents never drift apart.