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ngram 2.0

ngram 2.0 — Investment Assessment Category: AI video creation and product communication software Stage: Early-stage private company; financing stage not publicly disclosed Founders: Anish Muppalaneni (CEO) and Devadutta Ghat (CTO), per company biographies. Rishikesh Ra…

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Hexis Cloud

Hexis Cloud — Investment Assessment Category: Enterprise agent context, skills, tools, and governance Stage: Early-stage; Bevel founded in 2024, Hexis Cloud launched October 2026 Founders: Ali Raza (CEO), Razvan Radulescu (CTO/co-founder), Juan Viera Garcia (CPO/co-fou…

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Kudos 3.0

Kudos 3.0 — Investment Assessment Category: Consumer fintech / AI smart wallet Stage: Growth-stage private company; founded 2021, 3.0 launched October 2026 Founders: Tikue Anazodo (CEO/co-founder) and Ahmad Ismail (co-founder) HQ: Woodland Hills, California (SEC filing…

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Scrape Anything by Context.dev

Scrape Anything by Context.dev — Investment Research Report Category: Developer infrastructure / live web data API Stage: Early-stage, Y Combinator Summer 2026 Founder: Yahia Bakour, Founder & CEO; small team HQ: San Francisco, California (YC profile) Funding: YC-b…

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Cairn Commons

Evidence, left in the open. Agents shouldn’t debug the same problem twice. Cairn Commons builds a shared, searchable memory of software failures and technical claims, each labelled by how it was checked, so every agent can benefit from what has already been learned. It…

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Cekura Bench

Cekura Bench Investment Report Category: Public benchmarking and evaluation for voice AI models and agents Company Stage: Early-stage, seed-backed Cekura product Founder or Founders: Sidhant Kabra, Shashij Gupta, and Tarush Agarwal Headquarters: San Francisco, Californ…

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IrisGo for Solopreneurs

IrisGo for Solopreneurs Investment Report Category: Desktop AI workflow automation Company Stage: Seed-stage; public beta Founder or Founders: Jeffrey Lai (CEO), Arnold Yip (CTO), Lman Chu (COO), per company Headquarters: Mountain View, California, per company Funding:…

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Velozity

Velozity Investment Report Category: Team collaboration and AI workflow automation Company Stage: Bootstrapped, per founder; public product with free and paid tiers Founder or Founders: Ishu Darshan (co-founder) and Akash Mandal (CTO/maker) Headquarters: Not publicly d…

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Databench by Alkera

Databench by Alkera Investment Report Category: Open-source collaborative data workspace and AI analytics Company Stage: Seed-stage; Y Combinator Summer 2026 Founder or Founders: Rick Gao (CEO), Tony Li (COO), Andrew Tran (CTO) Headquarters: San Francisco, California, …

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Pegasus 1.6 by TwelveLabs

Venture Investment Research Report: Pegasus 1.6 by TwelveLabs Product Hunt launch date: 2026/10/07 Company: TwelveLabs Product: Pegasus 1.6, a video understanding model/API Category: AI infrastructure; video intelligence; robotics and physical-AI data preparation Launc…

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Supademo AI Demo Agent

Venture Investment Research Report: Supademo AI Demo Agent Product Hunt launch date: 2026/10/07 Company: Supademo Product: AI Demo Agent, a buyer-facing conversational agent for interactive product demonstrations Category: Sales enablement, product-led growth, interact…

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ParakeetAI 2.0

ParakeetAI 2.0 Investment Report Category: Hiring and career software; AI interview preparation and live assistance Company Stage: Operational; financing stage not publicly disclosed Founder or Founders: Jure Sotosek (CEO) and Urban Peklar (CMO), per company Headquarte…

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Rool

Rool Investment Report Category: Privacy-first AI workspace and cloud virtual machines Company Stage: Early-stage startup; launched in 2026 Founder or Founders: Casper Wilstrup, Jaan Kasak, Brian Meidell Headquarters: Dublin, Ireland Funding: Not publicly disclosed. Cr…

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Proofsource

Proofsource Investment Report Company Snapshot FieldAssessmentCategoryGenerative engine optimization (GEO), AI search visibility, marketing softwareCompany StagePrivate beta / early commercialFounder(s)Chandan Kumar and Amit per Product Hunt; Amit's full identity …

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Willow Knowledge

Willow Knowledge Investment Report Product Hunt Launch Date: October 6, 2026 Report Date: October 9, 2026 Company / Product: Willow Voice / Willow Knowledge Category: Personalized AI dictation and writing Product Hunt: Willow Knowledge Decision stage: Early-stage dilig…

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Coddy

Coddy — Product Hunt Investment Research Report Company / product: Coddy Product Hunt launch date: October 6, 2026 (sheet date) Product Hunt listing: Coddy on Product Hunt Research date: October 9, 2026 Final decision: DD Evidence confidence: 58/100 Investment snapshot…

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OpenBot

OpenBot Investment Report Category: Local-first multi-agent desktop workspace Company Stage: Early-stage development preview Founder or Founders: Norbert Bodziony; Kamil (marketing and business) Headquarters: Not publicly disclosed; founder profile is associated with K…

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Fuse AI

Fuse AI Investment Report Product Hunt Launch Date: October 6, 2026 Report Date: October 9, 2026 Category: Agentic sales and GTM platform Product Hunt: Fuse AI Decision stage: Early-stage screening; verify commercial performance before underwriting scale. Investment Sn…

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Incredible

Incredible Investment Report Product Hunt Launch Date: October 6, 2026 Report Date: October 9, 2026 Category: Voice-first AI desktop assistant and cross-application automation Product Hunt: Incredible Decision stage: Early-stage diligence. Investment Snapshot: Five Key…

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Cue by Manus

Cue by Manus Investment Report Category: Consumer AI agents, productivity, personal assistants Company Stage: Manus early-access product; post-acquisition ownership transition remains unclear Founder or Founders: Manus names co-founders Red and Pan and CEO Xiao Hong; C…

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Syllaby AI Avatar 2.0

Syllaby AI Avatar 2.0 Investment Report Category: AI video creation, creator marketing software Company Stage: Early-growth SaaS company; Syllaby launched in 2023 Founder or Founders: Austin Armstrong, CEO and co-founder; the company lists Anand Butani and Ehsan Gharad…

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Omnia Agent

Omnia Agent — Venture Investment Report As of: 8 October 2026 Product Hunt launch date (sheet field B): 1 October 2026 Product Hunt page: Omnia / Omnia Agent Company: Omnia, Inc. | Product: Omnia Agent (also branded Omnio on current pages) Category: Generative Engine O…

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Polylane

Polylane — Investment Research Report Product Hunt launch: October 1, 2026 Category: AI infrastructure / developer tools / production reliability Product Hunt page: Polylane Review date: October 8, 2026 Recommendation: DD Evidence confidence: 58/100 Executive summary P…

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Chat.sh

Chat.sh — Investment Research Report Launch date: October 1, 2026 Category: Customer support software / AI knowledge base Product Hunt page: Chat.sh Founder: Damon Chen Review date: October 8, 2026 Recommendation: DD Evidence confidence: 65/100 Executive summary Chat.s…

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Pexo

Pexo Investment Report Product Hunt launch date: 2026/09/30 Company: Pexo | Operator named in terms: APEX CONTEXT PTE. LTD. Product Hunt: https://www.producthunt.com/products/pexo-2 Official site: https://pexo.ai/ Research date: 2026-10-08 Investment Snapshot MetricAss…

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Ferndesk

Ferndesk Investment Report Product Hunt launch date: 2026/09/30 Company: Ferndesk | Legal operator: Work Paragon LLC (d/b/a Ferndesk) Product Hunt: https://www.producthunt.com/products/ferndesk Official site: https://ferndesk.com/ Research date: 2026-10-08 Investment S…

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iFixAi

iFixAi Investment Report Category: AI agent auditing, evaluation, governance, and security Company Stage: Early-stage commercialization; financing stage not publicly disclosed Founder or Founders: Dimitrios (Dim) Neocleous identifies as a co-founder. Product Hunt also …

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ZenABM

ZenABM Investment Report Category: B2B account-based marketing (ABM), advertising analytics, and AI campaign operations Company Stage: Early commercial SaaS; financing stage not publicly disclosed Founder or Founders: Michal (Mike) Jackowski and Emilia Korczynska Headq…

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Timeless Code

Timeless Code Investment Report Category: Developer productivity; AI meeting memory and agent workflows Company Stage: Seed-stage operating platform; Timeless Code is a new integration Founder or Founders: Tommy Barav (CEO) and Eilon Mor (CTO), per current launch state…

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Okara

Okara Investment Report Category: AI marketing automation, social media, SEO/GEO Company Stage: Early growth; global launch reported in March 2026 Founder or Founders: Fatima Rizwan (Founder & CEO); other ownership roles not publicly disclosed Headquarters: Singapo…

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GenCode

GenCode Investment Report Category: Developer tools; AI coding agents Company Stage: New product (September 2026) within Genspark, a growth-stage Series B company Founder or Founders: GenCode product lead not publicly disclosed. Genspark co-founders: Eric Jing (CEO), K…

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Harmony

Harmony Investment Report Category: AI-native IT service management (ITSM) and enterprise service management (ESM) Company Stage: Seed-stage enterprise SaaS Founders: Nitzan Shapira (co-founder and CEO) and Ran Ribenzaft (co-founder and CTO) Headquarters: New York, wit…

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GPT-6 Sol & Luna

GPT-6 Sol & Luna Investment Report Category: Frontier foundation models and AI platform Company Stage: Late-stage private company; pre-IPO preparations have been reported Founder or Founders: OpenAI’s original founding group included Sam Altman, Greg Brockman, Ilya…

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Superhuman Go

Superhuman Go Investment Report Category: AI productivity software / cross-app assistants Company Stage: Mature private software platform; Go is an early product line Founder(s): Grammarly co-founders Max Lytvyn, Alex Shevchenko, and Dmytro Lider; current CEO Shishir M…

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PixVerse R2

PixVerse R2 Investment Report Category: AI video generation (consumer app and API), now expanding into real-time "world models" for interactive games and entertainment Company Stage: Late-stage private company (Series C). It became a unicorn in March 2026 Fou…

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Scholé Learn by Building

Scholé Learn by Building: Investment Report Category: AI-native workforce learning and upskilling for enterprises (in-browser, task-based AI tutoring) Company Stage: Seed. The company says it has raised $3M Founders: Vinitra Swamy, PhD (CEO) and Paola Mejia, PhD (CTO) …

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Floot MCP

Floot MCP Investment Report Category: AI app-building and hosting infrastructure for non-coders, working inside Claude and ChatGPT through MCP Company Stage: Early-stage; part of Y Combinator's Summer 2025 batch Founders: Yujian Yao (Co-Founder and CEO) and Edward…

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Bitrise Build Hub

Bitrise Build Hub Investment Report Category: Mobile DevOps infrastructure; managed CI runners for GitHub Actions Company Stage: Series C-backed operating scale-up; Build Hub is an early self-serve product Founder or Founders: Barnabás Birmacher, Viktor Benei, and Dani…

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Claude Opus 5.5

Claude Opus 5.5 (Anthropic) Investment Report Conflict-of-interest disclosure: This report was written by Claude, a model developed by Anthropic, which is the company being evaluated. Readers should weight its conclusions with that in mind and verify them independently…

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Alexandria by Firecrawl

Alexandria by Firecrawl Investment Report Category: Data-access infrastructure for AI agents Company Stage: Venture-backed; Alexandria launched September 2026 firecrawl Founder or Founders: Caleb Peffer, Eric Ciarla, and Nicolas Silberstein Camara, listed by Y Combinat…

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Clueso MCP

Clueso MCP Investment Report Category: AI video creation, product education, documentation automation, and agentic content workflows Company Stage: Early-stage / post-seed Founders: Akash Anand, Prajwal Prakash, and Neel Balar Headquarters: Public sources conflict: Lin…

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Anomalo

Anomalo Investment Report Category: Enterprise data quality and observability, expanding into agentic data analytics Company Stage: Growth-stage private company (latest disclosed round is a Series B plus extensions) Founder or Founders: Elliot Shmukler (CEO) and Jeremy…

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Plane Agents

Plane Agents Investment Report Category: AI agents for project and work management Company Stage: Seed-funded company; newly launched Agents product plane Founder or Founders: Vamsi Kurama and Vihar Kurama plane Headquarters: Delaware, United States, and India, as desc…

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Jev

Jev Investment Report Category: AI infrastructure / probabilistic decision-model API Company Stage: Seed; recently emerged from stealth Founder or Founders: Diogo Almeida, Erik Gafni, Sasha Sheng Headquarters: San Francisco, California Funding: Approximately $40 millio…

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Superset Mobile

Superset Mobile Investment Report Category: Developer tools / AI-agent orchestration Company Stage: Seed Founder or Founders: Kiet Ho, Satya Patel, Avi Peltz Headquarters: San Francisco, California Funding: Approximately $11.5 million in equity financing Business Model…

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Sai

Sai Investment Report Category: AI agents / desktop and enterprise workflow automation Company Stage: Series A Founder or Founders: Ang Li and Jiachen Yang Headquarters: Palo Alto, California; an earlier funding announcement described the company as San Francisco-based…

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Hyrax AI

Hyrax AI — Venture Capital Investment Report Category: AI developer tools; autonomous code review, codebase auditing, and remediation Company stage: Early commercial product / corporate venture within an established private company Founder: Tyler Yates is publicly iden…

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AI Creative Insights by Decode

AI Creative Insights by Decode Investment Report Category: Predictive advertising and consumer-research software Company Stage: Product launch within Entropik, a previously Series B-funded company producthunt Founder or Founders: Entropik’s founders include Ranjan Kuma…

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Minicart

Minicart Investment Report Category: AI-native e-commerce platform Company Stage: Seed / early commercial Founder or Founders: Chris Nguyen and Lee Liu Headquarters: San Francisco Bay Area, California Funding: Undisclosed; investors identified, but round amount and ter…

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Answers by Context.dev

Answers by Context.dev Investment Report Category: Web-data infrastructure / search and extraction API for AI applications Company Stage: Seed-stage, early commercial Founder or Founders: Yahia Bakour Headquarters: San Francisco, California Funding: Y Combinator S26; t…