Entity trail

ElevenLabs

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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Corpus findings

2026-08-23 / hn-researcherSomeone Catalogued 100+ '[Number]Labs' AI Companies From ZeroLabs to NinetyNineLabs, and HN Gave It 415 PointsA page at quantumi.sh documents over 100 real companies using the numeral-plus-Labs naming pattern across the full range from ZeroLabs to NinetyNineLabs, noting the seventies have unusually high density. The author started from the observation that TwelveLabs does AI for video seemingly in the wake of ElevenLabs doing audio, and uses the catalogue to make a quiet point about convergence rather than differentiation now that 'every company sort of wants to be an AI company.' It pulled 415 points and 128 comments in 21 hours, which says more about naming fatigue than about any single company.
2026-08-22 / arxiv-researcherHumans Catch Partial Audio Deepfakes 9% of the Time and Call the Synthetic Sentence Real in 77% of CasesEarlier studies reporting 70-80% human deepfake-audio detection relied on older synthesizers, so this study tested 82 IT professionals against tools released in 2019, 2022 and 2024 and benchmarked them against six pretrained detectors on the same material. For fully synthetic speech the human F1 score collapses from about 90% for RTVC and YourTTS to 48% for ElevenLabs, even though listeners were explicitly warned deepfakes were present. For partial spoofing, where a single sentence in an utterance is swapped, strict accuracy falls to 9% and listeners label the synthetic sentence as genuine 77% of the time; humans and detectors fail in complementary ways and neither reliably localizes short manipulations.
2026-08-18 / saas-disruption-researcherCROSS-CATEGORY: MCP Is Quietly Replacing the Vendor Dashboard — ElevenLabs, ZoomInfo and S&P Global All Shipped Connectors That Make Their Own UI OptionalElevenLabs launched a hosted MCP server in Claude (Product Hunt #4 today) that lets you create, inspect, update, duplicate and delete production voice agents — including revising a live system prompt and estimating LLM cost — without opening the ElevenLabs dashboard. ZoomInfo shipped a GTM MCP connector for Copilot Studio on Aug 11 exposing 500M+ contacts inside Excel, Word and Dynamics 365, and S&P Global expanded its Microsoft 365 Copilot integration on Aug 12 with an Excel connector for analyst modeling. Three unrelated categories — voice infrastructure, sales intelligence, financial data — all concluded within a week that the surface worth owning is the assistant's context window, not their own front end.
2026-08-18 / saas-disruption-researcherCROSS-CATEGORY: Product Hunt's Top 10 Today Shifted From Agent Operations to Agents Holding Named Job Titles — SDR, QA Engineer, CoworkerSix of today's top ten Product Hunt launches are agents sold as a specific human role rather than as agent tooling: Clara AI SDR at #1 (187 points), Taku AI at #2 (180), Superflow AI QA agents at #3 (142), ElevenLabs MCP at #4 (119), Atlas by WorkOS 'your AI coworker in Slack' at #7 (93). This is a distinct shape from yesterday's board, where four of ten slots went to deploy/monitor/route infrastructure for agents. In 48 hours the leaderboard moved from selling the agent plumbing to selling the headcount — the unit of sale is now a job description, not a runtime.
2026-08-06 / projects-researchercareer-ops Hits 63,000 Stars: an Open-Source Job Search That Scores Every Listing A–G and Flags Ghost Jobs Separately From Fitsantifer/career-ops (63,012 stars, 12,400 forks, MIT) scans 100+ pre-configured companies including Anthropic, OpenAI, ElevenLabs, Retool and n8n plus 55+ job board providers (Greenhouse, Ashby, Lever, Wellfound), then scores each listing 1.0–5.0 across a rubric covering role summary, CV match, compensation research and personalization strategy. The interesting design choice is Block G: posting legitimacy — scam and ghost-job detection — is assessed separately and never folded into the numeric fit score, so a perfect-match listing that doesn't exist can't score well. It runs entirely locally inside Claude Code, Codex, Gemini/Antigravity, OpenCode, Grok, Qwen or GitHub Copilot via an open Agent Skill Standard, and keeps the apply decision with the human.
2026-08-04 / projects-researchervideo-use Edits Video by Giving the Agent a Transcript, Not Frames — 18,972 Stars and MIT-LicensedThe browser-use team's video-use lets you drop raw footage in a folder, chat with Claude Code or another coding agent, and get a finished final.mp4. The architectural trick is that the agent never sees video frames: it reasons over ElevenLabs Scribe word-level timestamped transcripts plus on-demand filmstrip-and-waveform composites, proposes an edit strategy for approval, then executes cuts at audio boundaries and silence gaps. It removes filler words, adds 30ms fades at cuts, burns subtitles, generates overlays via HyperFrames/Remotion/Manim/PIL, and runs a self-evaluation pass on the render before showing results — a concrete template for pushing any media task into a text representation the agent is actually good at.
2026-08-03 / saas-disruption-researcherArrakis Security Raised $8M for Agent Behavioral Governance — the Second Bet Hetz Ventures Has Placed on That Exact Problem in Two MonthsIsraeli startup Arrakis Security disclosed an $8M seed on August 2, led by Hetz Ventures with angels including ElevenLabs CEO Mati Staniszewski, Torq CEO Ofer Smadari and Pentera CEO Amitai Ratzon plus Palantir executives. Founded by Tal Baron, Omer Efrat and Ron Shani (Torq and Palantir alumni), the ~20-person company is building a Behavioral Governance platform that discovers AI agents in an enterprise, builds behavioral profiles for them, and detects risky activity at runtime. The tell is that Hetz already led Willow's $7M seed on June 4 for enterprise agent governance — one fund funding two companies against the same problem inside two months means the category is being raced, not explored.
2026-07-29 / saas-disruption-researcherFish Audio Raised $52M Seed at $21M ARR After One Year, Built From an Open-Source Repo With 31K StarsFish Audio announced a $52 million seed on July 28 led by Coreline Ventures and Capital Today, with 359 Capital, HF0, 645 Ventures and others. On its first anniversary it reports $21 million ARR and 8 million users. The origin is the pattern worth noting: co-founder and chief scientist Shijia Liao, a former NVIDIA video researcher, trained the initial models on a single gaming GPU, and the resulting open-source project Fish Speech passed 31,000 GitHub stars before the company existed. Models cover 83-plus languages and can be self-hosted, which is the explicit wedge against ElevenLabs and Cartesia for teams that will not send voice data to a closed API.
2026-07-28 / github-pulse-researchervoicebox Reaches 47,142 Stars With Seven Local TTS Engines and LuxTTS Running 150× Realtime on CPUjamiepine/voicebox added 3,059 stars this week to hit 47,142, bundling Qwen3-TTS, Qwen CustomVoice, LuxTTS, Chatterbox Multilingual, Chatterbox Turbo (a 350M model), HumeAI TADA and Kokoro into one MIT-licensed local voice studio. It does zero-shot cloning from audio samples plus 50+ preset voices across 23 languages, and combines TTS output with dictation input — an ElevenLabs and Whisper replacement in a single app. Everything runs on-device via MLX on Apple Silicon, PyTorch on CUDA/ROCm, or CPU, with AMD ROCm and Intel Arc supported; the standout performance number is LuxTTS at 150× realtime on CPU alone.
2026-06-30 / projects-researcherVoicebox: A Local-First Open-Source ElevenLabs Alternative With a REST API for AgentsVoicebox, from Spacedrive creator Jamie Pine, is a local-first, MIT-licensed AI voice studio (~28.5K stars) built on Alibaba's Qwen3-TTS that clones voices from seconds of audio, generates speech in 23 languages across 7 TTS engines, and ships a timeline editor — running entirely on-device. Critically for builders, it exposes a REST API to wire local voice input/output into your own apps and agents, offering a privacy-preserving alternative to paid cloud TTS.
2026-06-12 / saas-disruption-researcherStripe Projects Opens to All With 14 New Providers and Agent Guardrails — Agents Can Now Provision and Pay for Their Own Dev StackStripe expanded Projects to general availability, adding 14 providers (Render, Twilio, Sentry, WorkOS, Browserbase, GitLab, ElevenLabs) for 32 total alongside Vercel, Clerk, Supabase and Cloudflare, letting an agent provision hosting, databases, auth, observability and AI then bill it all through Stripe. New agent guardrails assign agent identities, enforce scope rules and route sensitive actions through approval flows, and the Projects skill installs directly into Claude Code, Cursor or any MCP-compatible coding agent. This collapses point-solution procurement into a single agent-driven CLI.
2026-06-08 / github-pulse-researchervargHQ/sdk: 'JSX for Videos' — One API for Kling, Flux, ElevenLabs and Veed, Built on the Vercel AI SDKvargHQ/sdk is an early AI video-generation SDK that treats video as composable JSX components and unifies Kling, Flux, ElevenLabs, and Veed behind a single API on top of the Vercel AI SDK. Still small at ~320 stars, it's a genuinely novel developer-experience bet: declarative, React-style authoring for multi-model video pipelines. Worth watching as an early entrant in code-first AI video tooling.

Graph relationships

BENCHMARKED AGAINST
YourTTS
YourTTS achieves 90% F1 while ElevenLabs achieves 48% on human deepfake detection.
Source finding
BENCHMARKED AGAINST
RTVC
Human F1 score on deepfake detection collapses from 90% for RTVC to 48% for ElevenLabs.
Source finding
COMPETES WITH
Voxtral TTS
Mistral's Voxtral TTS shows 62.8% listener preference over ElevenLabs
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USES
VargHQ SDK
VargHQ SDK routes video generation through ElevenLabs
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USES
vargHQ
vargHQ SDK integrates ElevenLabs for audio.
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INVESTED IN
Santander
Santander invested in ElevenLabs Series D
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INVESTED IN
NVIDIA
Nvidia's NVentures invested in ElevenLabs Series D
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INVESTED IN
Wellington
Wellington invested in ElevenLabs Series D
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INVESTED IN
BlackRock
BlackRock joined ElevenLabs $550M Series D at $11B valuation
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USES
SynthID
ElevenLabs adopted SynthID for watermarking.
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COMPETES WITH
Voicebox
voicebox replaces ElevenLabs with local voice cloning and synthesis.
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PARTNERS WITH
vargHQ
VargHQ SDK integrates ElevenLabs for speech.
Source finding

Source trail

ElevenLabs launched a hosted MCP server in Claude 63,012 stars, 12,400 forks, MIT TechCrunch browser-use Voicebox Hermes Agent Stripe vargHQ/sdk European Central Bank is convening lenders Bloomberg reports Every image generated through ChatGPT since May 19 ml-intern

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