
Industry giant for live transcription and searchable conversation archives, but requires bot entry or direct audio uploads.
Industry giant for live transcription and searchable conversation archives, but requires bot entry or direct audio uploads.
Roark records 9,226 monthly visits with +23.1% month-over-month growth and Paid pricing. Tactiq records 6,521,542 monthly visits with +4.1% growth and Freemium pricing.

Test, monitor and improve the voice AI agents you already run
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | roark.ai | tactiq.io |
| Pricing Model | Paid | Freemium |
| Monthly Visits | 9.23K (9,226) | 6.52M (6,521,542) |
| MoM Traffic Delta | +1.73K (+23.1%) | +259.34K (+4.1%) |
| Primary Market & Share | 🇺🇸 United States (75.7%) | 🇧🇷 Brazil (27.5%) |
| Direct Visits / mo | 4.83K | 2.77M |
| User Rating | 4.4 | 4.3 |
| Supported Platforms | Website | Website |

Test, monitor and improve the voice AI agents you already run
Run your agent against hundreds of realistic personas, accents, background noise and edge cases before a customer ever dials in.
Red-team callers attempt prompt injection, jailbreaks and social engineering to check your agent holds policy under pressure.
Every live call is scored as it lands on more than 500 metrics, with issues filed, alerts fired and traces attached.
Purpose-built audio models measure pronunciation, emotion, vocal stress, pace, interruptions and dead air, not just transcript quality.

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

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

Free / Open-sourceAgent observability, evaluation, and continuous improvement for production AI
Free / Open-sourceAgent observability, evaluation, and continuous improvement for production AI

Free / Open-sourceBuild, simulate, evaluate and monitor self-improving AI agents
Free / Open-sourceBuild, simulate, evaluate and monitor self-improving AI agents

Free / Open-sourceEvaluate, monitor, and govern your AI applications in production
Free / Open-sourceEvaluate, monitor, and govern your AI applications in production

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

Free / Open-sourceStandardize LLM evaluation, observability, and red teaming across your whole org
Free / Open-sourceStandardize LLM evaluation, observability, and red teaming across your whole org