RXed AI News

AI to the bone.
Audited 2026-07-14 · RXed table v1.0

Fireflies.ai

Visit fireflies.ai
“The #1 AI assistant for meetings” — the vendor’s own words

The most widely-adopted AI meeting notetaker — strong transcription, 200+ integrations and a solid MCP connector, but AI credits and per-seat pricing erode the value at team scale.

Best for: Sales, marketing and recruiting teams that run many video meetings and want automatic transcription, CRM logging and searchable meeting intelligence without manual note-taking.
Scope12/20
Quality5/10
Where the quality sits
5Reactive
Retrieval & Memory
6Orchestration
4Validation
6Models
SMB toolMeeting NotetakersProductivityAutomation & AgentsVoice & SpeechFreemium
Vendor
Fireflies.ai Corp · fireflies.ai
Origin
US — Miami
Pricing
Free · Pro $18/mo · Business $29/mo · Enterprise $39/mo
Users (official only)
20+ million people across 500,000+ organisations; used by 75% of Fortune 500 (source, 2025-04-23)
FreeFree400 min storage/team, 20 credits
Pro$18/moper seat; $10/mo billed annually
Business$29/moper seat; $19/mo billed annually
Enterprise$39/moper seat, annual billing only

Priced per seat. Transcription and AI summaries are unlimited on every tier; what is metered is storage (400 min on Free, 8,000 min/seat on Pro, unlimited above) and monthly AI credits (20 / 20 / 30 / 50).

checked 2026-07-25 · vendor pricing page

Element scores

Reactive
Retrieval & Memory
Orchestration
Validation
Models
Primitives
Pr5
Prompts
Em
Embeddings
Cx6
Context
Tr5
Tracing
Lg5
LLM
Compositions
Fc4
Function calling
Vx
Vector store
Rg6
RAG
Gr5
Guardrails
Mm6
Multimodal
Deployment
Ag6
Agents
Ft
Fine-tuning
Fw5
Frameworks & harnesses
Ev3
Evaluations
Sm
Small models
Emerging
Ma
Multi-agent
Sy
Synthetic data
Pc7
Protocols
In
Interpretability
Th
Thinking models
Tap or hover any element to see why it got that score.

Strengths

The most widely-adopted AI meeting notetaker with 20M+ users and 500K+ organisations. Unlimited transcription and AI summaries on every plan including Free. AskFred is a genuinely useful Q&A layer across meeting history. 200+ integrations with deep CRM auto-logging (Salesforce, HubSpot, Pipedrive). Voice Agents can autonomously run structured calls. MCP connector was first in the meeting category for Claude and ChatGPT. $1B valuation and profitable since 2023.

Honest dings

AI credits system means advanced features (Voice Agents, Live Assist, AI Skills, custom summaries) cost extra on top of the subscription — and auto-subscribe to the lowest credit tier unless paused. Transcription accuracy drops to 85-90% with accents, overlapping speech or technical jargon, with no human review fallback. Video recording locked behind Business ($19/seat/mo). Per-seat pricing escalates fast at team scale. Fred bot joining calls can feel intrusive to participants.

Prices and details change — this passport is re-verified at least quarterly.
Sources (8) — every claim traceable

Every audit lists the research it rests on — transparency and traceability are the product. Tools evolve: each audit is a snapshot of its audit date, and re-audits supersede older versions (kept below for reference).