
Industry giant for live transcription and searchable conversation archives, but requires bot entry or direct audio uploads.
NuMind records 1,549 monthly visits with -58.3% month-over-month growth and Contact for Pricing pricing. Tactiq records 6,521,542 monthly visits with +4.1% growth and Freemium pricing.

Frontier VLMs for document extraction, structured JSON and OCR
| -2.17K (-58.3%) |
| +259.34K (+4.1%) |
| Primary Market & Share | 🇺🇸 United States (83.2%) | 🇧🇷 Brazil (27.5%) |
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| Direct Visits / mo | 611 | 2.77M |
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| User Rating | 4.4 | 4.3 |
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| Supported Platforms | Website | Website |
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Frontier VLMs for document extraction, structured JSON and OCR
NuExtract and NuExtract3 are vision-language models built specifically for structured information extraction and OCR, and benchmark ahead of generalist models of comparable size.
Turn PDFs, scans and mixed-format documents into typed JSON objects or clean Markdown that downstream systems can consume directly.
A dedicated encoder family for entity recognition, pre-trained on LLM-annotated data, useful for classification and tagging pipelines.
Start on the hosted platform, then deploy the same models inside your own infrastructure when data residency or compliance requires it.

Live meeting transcription and AI notes without a bot in the call
Real-time transcription in Google Meet, Zoom, and Microsoft Teams without a bot joining the call, with speaker identification.
Generate meeting summaries and action items in one click, or ask AI your own questions during and after the call.
Create reusable prompts and automations that push meeting insights to Slack, Notion, Linear, HubSpot, and other tools.
Tactiq is a verified connector in Claude's directory, a plugin in ChatGPT's directory, and offers an MCP connector for your meeting history.

Industry giant for live transcription and searchable conversation archives, but requires bot entry or direct audio uploads.

Extremely popular meeting assistant with great free tiers and summaries, though it relies on a calendar bot rather than a browser extension.

Robust enterprise meeting search and CRM integration capabilities, though it uses a bot participant in calls.

SpecialistAI note taker that transcribes, summarizes and visualizes meetings
Excellent video snippet clipping and multi-platform meeting recording, though uses bot joining instead of extension capture.

Operates as a bot-free browser extension just like Tactiq, capturing high-quality local meeting transcripts without annoying calendar bots.

Free / Open-sourceTurn any document into AI-ready context with agentic parsing and extraction


SpecialistAI notetaker and company brain that turns every meeting into searchable knowledge

Free / Open-sourceAI agents that run document-heavy business processes end to end

Enterprise LLMs and document AI that turn unstructured work into data

Free / Open-sourceOCR and multi-modal document extraction APIs with built-in fraud detection

Free / Open-sourceOpen-source and privacy-first local desktop meeting assistant, offering full data control unlike cloud-dependent tools like Tactiq.

Industry giant for live transcription and searchable conversation archives, but requires bot entry or direct audio uploads.
Extremely popular meeting assistant with great free tiers and summaries, though it relies on a calendar bot rather than a browser extension.
Robust enterprise meeting search and CRM integration capabilities, though it uses a bot participant in calls.
Excellent video snippet clipping and multi-platform meeting recording, though uses bot joining instead of extension capture.
Operates as a bot-free browser extension just like Tactiq, capturing high-quality local meeting transcripts without annoying calendar bots.
Free / Open-sourceTurn any document into AI-ready context with agentic parsing and extraction
SpecialistAI notetaker and company brain that turns every meeting into searchable knowledge
Free / Open-sourceAI agents that run document-heavy business processes end to end
Free / Open-sourceOpen-source and privacy-first local desktop meeting assistant, offering full data control unlike cloud-dependent tools like Tactiq.