$ stack_track_scores
methodology →$ technical_anatomy
- Wrapper Status
- Fine-Tuned
- Agent Autonomy
- Copilot
- Data Governance
- External Processing
- Deployment
- Unknown
- Data Retention
- Unknown
- Last Detected Update
- today
Customized/fine-tuned models on top of base providers.
Suggests; human approves every action.
Data is sent to vendor infrastructure for processing.
Where the inference pipeline runs.
How long ingested data persists in vendor systems.
When we last detected a meaningful infrastructure change.
$ marketing_fit
- Use cases
- Unknown
- Channels
- Unknown
- Output types
- Unknown
- Integrations
- Unknown
$ commercial
- Pricing model
- Unknown
- Pricing transparency
- Unknown
- Time to value
- Unknown
- Compliance
- Unknown
- Notable customers
- Unknown
- Customer logo count
- Unknown
How customers are charged.
Is pricing visible without sales contact?
How quickly customers see results.
Public customer logos counted on vendor site.
$ company
- Founded
- Unknown
- Team size
- Unknown
- Funding stage
- Unknown
- Headquarters
- Unknown
Year of incorporation.
Headcount band.
Latest disclosed round.
Primary office location.
$ changelog --tail
vendor_sitetodaycba439cda4c5 → c78026e2c32bsrc: Vendor Siteview source ↗pricingtodayaf4b6d2dc65f → 381522ff2196src: Pricing Pageview source ↗release_notes1 day agoa959b9043364 → 2ebb8b4c818fsrc: Release Notesview source ↗vendor_site1 day ago9f848c71d7be → cba439cda4c5src: Vendor Siteview source ↗vendor_site2 days agocba439cda4c5 → 9f848c71d7besrc: Vendor Siteview source ↗vendor_site3 days agof9533113a5c5 → cba439cda4c5src: Vendor Siteview source ↗release_notes4 days ago49e25124b141 → a959b9043364src: Release Notesview source ↗vendor_site4 days agoe331267b8b24 → f9533113a5c5src: Vendor Siteview source ↗vendor_site6 days agod25fca64973f → e331267b8b24src: Vendor Siteview source ↗vendor_site7 days ago78a749665371 → d25fca64973fsrc: Vendor Siteview source ↗release_notes8 days ago8fde2e6cfacc → 49e25124b141src: Release Notesview source ↗release_notes8 days ago8fde2e6cfacc → 49e25124b141src: Release Notesview source ↗vendor_site8 days agocba439cda4c5 → 78a749665371src: Vendor Siteview source ↗vendor_site9 days ago78a749665371 → cba439cda4c5src: Vendor Siteview source ↗vendor_site10 days agobbdcc6838b32 → 78a749665371src: Vendor Siteview source ↗vendor_site13 days ago83dac236c4f7 → bbdcc6838b32src: Vendor Siteview source ↗pricing14 days agoaf4b6d2dc65f → Descript: 5 feature updatessrc: Pricing Pageview source ↗pricing14 days agof57de8a2241b → af4b6d2dc65fsrc: Pricing Pageview source ↗release_notes16 days ago573421bb4c71 → 8fde2e6cfaccsrc: Release Notesview source ↗release_notes16 days ago9fdbdb49876d → 573421bb4c71src: Release Notesview source ↗vendor_site16 days ago74b5c7bae858 → 83dac236c4f7src: Vendor Siteview source ↗privacy_policy18 days agof2e86c7838bb → 1df1153cb9fasrc: Privacy Policyview source ↗release_notes18 days agoab82f393394e → 9fdbdb49876dsrc: Release Notesview source ↗release_notes18 days ago9fdbdb49876d → ab82f393394esrc: Release Notesview source ↗security18 days ago9202d3a2da1c → 7a2d427f8db9src: Security Pageview source ↗vendor_site20 days ago471807d167cc → 74b5c7bae858src: Vendor Siteview source ↗pricing20 days ago1d1f93a03488 → f57de8a2241bsrc: Pricing Pageview source ↗release_notes21 days ago76533b34d6d8 → 9fdbdb49876dsrc: Release Notesview source ↗vendor_site21 days ago63283b958b4d → 471807d167ccsrc: Vendor Siteview source ↗vendor_site23 days ago00a2bcbaa3b4 → 63283b958b4dsrc: Vendor Siteview source ↗release_notes24 days agodbe7b8c4f904 → 76533b34d6d8src: Release Notesview source ↗vendor_site24 days ago5811ae78f589 → 00a2bcbaa3b4src: Vendor Siteview source ↗vendor_site25 days ago471807d167cc → 5811ae78f589src: Vendor Siteview source ↗release_notes27 days ago6135b541a236 → dbe7b8c4f904src: Release Notesview source ↗vendor_site28 days ago5811ae78f589 → 471807d167ccsrc: Vendor Siteview source ↗release_notes29 days ago1f6c31c96dec → 6135b541a236src: Release Notesview source ↗vendor_site29 days ago471807d167cc → 5811ae78f589src: Vendor Siteview source ↗release_notes1 mo ago6c9a0a320c00 → 1f6c31c96decsrc: Release Notesview source ↗vendor_site1 mo ago63283b958b4d → 471807d167ccsrc: Vendor Siteview source ↗vendor_site1 mo ago02c66f2dac35 → 63283b958b4dsrc: Vendor Siteview source ↗release_notes1 mo ago82470b9fab84 → 6c9a0a320c00src: Release Notesview source ↗vendor_site1 mo ago63283b958b4d → 02c66f2dac35src: Vendor Siteview source ↗vendor_site1 mo agoa4ab5b746a38 → 63283b958b4dsrc: Vendor Siteview source ↗vendor_site1 mo ago5811ae78f589 → a4ab5b746a38src: Vendor Siteview source ↗release_notes1 mo ago61a6435c9808 → 82470b9fab84src: Release Notesview source ↗release_notes1 mo agob455799db5f8 → 61a6435c9808src: Release Notesview source ↗vendor_site1 mo ago63283b958b4d → 5811ae78f589src: Vendor Siteview source ↗
$ how_ai_describes_us
all drift →Weekly capture of how Gemini and Perplexity answer questions about Descript. Hallucinations are checked against the verified facts above.
perplexity/sonar8 days ago[ ] not mentionedprompt: Recommend the top AI tools for Video Generation. List 5 with one-sentence descriptions.
Here are the top 5 AI tools for video generation in 2026, based on current testing and industry consensus: 1. **Google Veo 3.1** delivers the most realistic cinematic visuals with native 4K resolution and synchronized audio generation[2][5]. 2. **Kling AI** excels in visual realism and smooth motion, making it the top choice for high-action scenes[2][3]. 3. **Runway Gen-4.5** offers the strongest creative control through advanced motion brushes and precise camera manipulation[2][3]. 4. **Luma Dream Machine (Ray3)** is the best free option for rapid prototyping, offering generous daily credits and fast iteration speeds[2][5]. 5. **OpenAI Sora 2** leads in multi-shot consistency and complex prompt handling for high-quality ideation and concept testing[2][12].
perplexity/sonar8 days ago[✓] mentioned · rank 1prompt: What does Descript do? It is an AI tool in the Video Generation category. Include who it competes with, pricing model, and any notable customers. Be specific and factual.
Descript is an **AI-powered video and audio editor** that allows users to edit media by **editing its text transcript**, functioning like a document editor for multimedia rather than a traditional timeline-based tool [1][3][6]. While it includes generative AI features for creating video with avatars and voice clones, its core function is **streamlining post-production** for podcasts, YouTube videos, and social clips by automating tasks like removing filler words, cleaning audio, and generating captions [2][4][10]. ### Key Competitors Descript competes primarily with tools that offer text-based editing, AI transcription, and automated post-production: * **Adobe Premiere Pro** (specifically its text-based editing and AI transcription features) [4] * **CapCut** (for AI-driven social clip generation and editing) * **Riverside.fm** and **Podcastle** (for podcast recording and editing) * **Runway ML** and **Pika** (for the generative AI video/avatar features newer to Descript) [10] * **Final Cut Pro** (for professional video editing workflows) ### Pricing Model Descript operates on a **subscription model** with a free tier and four paid plans that scale based on transcription hours, export quality, and AI feature access [10][17]: | Plan | Price (Monthly) | Transcription Limit | Key Features | | :--- | :--- | :--- | : | | **Free** | $0 | 1 hour | 720p export with watermark, basic AI | | **Hobbyist** | $16 | 10 hours | 1080p export, basic AI features | | **Creator** | $24 | 30 hours | 4K export, advanced AI features | | **Business** | $50 | 40 hours | Team collaboration, full professional AI suite | [17] Paid plans also include access to advanced tools like **Underlord** (its AI co-editor), voice cloning, and custom avatars [10][15]. ### Notable Customers & Use Cases Descript does not publicly list a single "major customer" list in the same way B2B enterprise software does, but it is widely used by **professional creators, educators, and media teams** across several categories [4][13]: * **Podcasters:** Used for recording, transcribing, and editing long-form audio (e.g., podcast shownotes generation) [2][9]. * **YouTubers & Course Creators:** Used for repurposing long videos into short clips (reels/shorts), adding dynamic captions, and creating training content [4][13]. * **Corporate Teams:** Used for internal training videos, webinars, and screen recordings [10]. * **Media Agencies:** The tool is frequently cited by content agencies for its ability to speed up editing workflows for multiple clients [7]. Its primary user base consists of users ranging from **novice creators to professional editors** who prioritize speed and accessibility over traditional timeline manipulation [4].
lovable_ai/google/gemini-3-flash-preview8 days ago[✓] mentionedprompt: What does Descript do? It is an AI tool in the Video Generation category. Include who it competes with, pricing model, and any notable customers. Be specific and factual.
**Descript** is an AI-powered audio and video editing platform that uses a "text-based" workflow. Instead of a traditional timeline, users edit media by modifying an automated transcript—deleting words in the text removes the corresponding video or audio segments. ### Key Features * **Overdub (AI Voice Cloning):** Allows users to create a text-to-speech model of their own voice to fix audio mistakes by typing. * **Filler Word Removal:** Automatically identifies and deletes "ums," "uhs," and "likes" from the entire project. * **Studio Sound:** Uses AI to remove background noise and enhance low-quality audio to studio quality. * **Eye Contact:** An AI effect that adjusts the subject's eyes to appear as if they are looking directly at the camera. * **Underlord:** An integrated AI assistant that automates tasks like scripting, clip creation for social media, and translation. ### Competitors * **Adobe Premiere Pro:** The industry standard for timeline-based editing (recently added text-based editing features). * **Riverside.fm:** Competes primarily in high-quality remote recording and AI-driven podcast editing. * **Loom:** Competes in the screen recording and asynchronous video communication space. * **CapCut:** Competes in the short-form video and social media content creation market. * **Wondershare Filmora:** A consumer-grade video editor with increasing AI integration. ### Pricing Model Descript uses a **freemium SaaS model** with tiered monthly or annual subscriptions: * **Free:** Includes 1 hour of transcription per month and 720p video export. * **Hobbyist ($12/user/month):** Increases transcription to 10 hours and allows 4K exports. * **Creator ($24/user/month):** Includes 30 hours of transcription and unlimited filler word removal. * **Business ($40/user/month):** Includes 40 hours of transcription and advanced AI features like full Overdub capabilities. * **Enterprise:** Custom pricing for large teams requiring SSO and dedicated support. ### Notable Customers Descript is widely used by media companies, tech firms, and major podcast networks, including: * **NPR** * **Vice** * **The New York Times** * **The Washington Post** * **HubSpot** * **Shopify**
perplexity/sonar1 mo ago[ ] not mentionedprompt: Recommend the top AI tools for Video Generation. List 5 with one-sentence descriptions.
Here are **5 top AI video generation tools** that are widely recommended in current 2026 reviews: - **Google Veo** — Best for **high-quality, realistic prompt-to-video generation** with strong consistency and cinematic output.[2][3] - **Runway** — Best for **film-style creation and advanced generative editing**, with strong creative control for makers and editors.[1][3] - **Luma Dream Machine** — Best for **fast, cinematic results** and quick iteration on visual ideas.[1][3] - **Kling AI** — Best for **photorealistic humans** and stable, controllable cinematic video generation.[1][2] - **Synthesia** — Best for **business, training, and avatar-based videos**, especially when you need polished corporate content.[1][3] If you want, I can also rank these by **best overall**, **best free option**, or **best for marketing**.
perplexity/sonar1 mo ago[✓] mentionedprompt: What does Descript do? It is an AI tool in the Video Generation category. Include who it competes with, pricing model, and any notable customers. Be specific and factual.
Descript is an **AI-powered video and podcast editor** that lets you **record, transcribe, edit, and publish content by editing text instead of a traditional timeline**.[2][7] It also includes AI features such as **filler-word removal, captions, voice generation/cloning, Studio Sound, clip creation, and generated video**.[1][3][7] It competes most directly with **Adobe Premiere Pro** and **Camtasia** on video editing, and with **Otter.ai** on transcription-centered workflows; Descript is also compared in practice with tools like **Premiere Pro, Camtasia, and Otter.ai** in review coverage.[1] Its product positioning is broader than a simple editor because it combines **transcription, screen recording, podcast editing, voice cloning, and AI-assisted video creation** in one platform.[1][2][7] Descript uses a **freemium subscription model** with per-person monthly plans and usage-based limits measured in **media hours/minutes** and **AI credits**.[3][4] According to Descript’s own pricing page, the **Free** plan is **$0**, the **Hobbyist** plan is **$16 per person/month billed annually** or **$24 monthly**, and the **Creator** plan is **$24 per person/month billed annually** or **$35 monthly**.[4] Descript says AI features consume **AI credits**, while upload/recording usage consumes **media minutes/hours**.[3][4] For **notable customers**, the search results provided here do **not** name specific customer companies, so I can’t state any with confidence from these sources alone.
lovable_ai/google/gemini-3-flash-preview1 mo ago[✓] mentionedprompt: What does Descript do? It is an AI tool in the Video Generation category. Include who it competes with, pricing model, and any notable customers. Be specific and factual.
**Descript** is an AI-powered audio and video editing platform that uses a text-based interface. Instead of using a traditional timeline, users edit media by editing a transcribed text document (deleting words in the transcript removes the corresponding video/audio frames). ### Key Features * **Overdub:** Creates a text-to-speech clone of a user’s voice to correct audio by simply typing. * **Studio Sound:** Uses AI to remove background noise and enhance low-quality recordings. * **Filler Word Removal:** Automatically identifies and deletes "ums," "uhs," and "likes." * **Underlord:** An integrated AI assistant that automates tasks like writing show notes, finding social media clips, and reformatting videos. ### Market Competitors * **Video Editing:** Adobe Premiere Pro, CapCut, Wondershare Filmora. * **Transcription & Text-Based Editing:** Riverside.fm, Adobe Premiere’s Text-Based Editing, Podcastle. * **AI Voice Synthesis:** ElevenLabs, Murf AI. ### Pricing Model Descript operates on a **Freemium** model with tiered subscriptions: * **Free:** Includes 1 hour of transcription/month and 720p video export. * **Hobbyist ($12/user/month):** Increases transcription to 10 hours/month and enables 4K export. * **Creator ($24/user/month):** Increases transcription to 30 hours/month and removes watermarks from AI features. * **Business ($40/user/month):** Adds 40 hours of transcription/month and specialized AI customer support. * **Enterprise:** Custom pricing for large organizations requiring SSO and dedicated account management. ### Notable Customers Descript is widely used by media companies, podcasters, and content teams, including: * **HubSpot** * **Vice** * **The New York Times** * **NPR** * **WNYC**
$ pricing_receipts
all receipts →Weekly snapshot diff of Descript's pricing page. Tiers extracted with AI, compared against the prior week.
current tiers · captured 14 days ago
change history
- 14 days agoΔ 5
Descript: 5 feature updates
source ↗
$ buyer_panel_verdict
full panel →Synthetic buyer panel (CMO + RevOps + IT + Procurement) ranks Descript against the Video Generation category. Grounded in disclosed facts only.
Descript is indistinguishable from its competitors on all key scoring criteria due to a pervasive lack of disclosure, yielding an extremely low score; its 'fine-tuned' model status does not offer a tangible advantage without supporting data.
- +Shares the category's highest transparency score with a disclosed index of 7.
- −No information available regarding pricing, a major red flag for Procurement.
- −Empty integrations list suggests it is a siloed tool, failing RevOps criteria.
- −No disclosed compliance or data retention information, failing IT and Security criteria.
- −Vendor maturity is completely unknown.
- −Classified as 'red' for buyer risk, indicating significant potential downsides.
- −Fine-tuned status may imply greater dependency on third-party models compared to sovereign AI peers.
$ sources --all
Every claim above links to its origin. Nothing here is inferred without a citation; missing fields are marked Unknown rather than guessed.
No sources cited yet. Admins can attach citations from the admin panel.