AICW AI Chat Watch

AI Mentions & Sources Report for Accounting

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About puzzle.io (Developer Tools)

This page provides details about puzzle.io (Developer Tools) which was ranked #108 out of 267 in the list of sources (2 citations (0.1% share)) in answers from AI models (OpenAI ChatGPT Latest) when they were asked the following 2 questions: "If I'm looking to get into Accounting, who and what should I know about? Include the most trusted brands, recommended products and services, reputable companies and providers, influential experts and reviewers to follow, helpful communities and resources, important events and conferences, notable startups disrupting the space, and key publications and media channels to stay informed.", "What does the Accounting industry look like right now? Identify the dominant market leaders and brands, best products and services, key companies and providers, influential figures and thought leaders, emerging startups and trends, major conferences and events, active professional communities, and the top publications and media that cover this industry." on Dec 30, 2025 by AI Chat Watch. This source is referenced for brands: Vic.ai, Digits, Puzzle.

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Used by AI Models

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Pages from puzzle.io (1 link)

URL Path Citations Position
puzzle.io 2 136

Brands Referenced By This Website (3 brands)

Brand Voice Mentions
Vic.ai Vic.ai 4.8% 11
Digits Digits 2.9% 7
Puzzle Puzzle 0.9% 4

Citations from AI Responses

OpenAI ChatGPT Latest (2 citations)

If I'm looking to get into Accounting, who and what should I know about? Include the most trusted brands, recommended products and services, reputable companies and providers, influential experts and reviewers to follow, helpful communities and resources, important events and conferences, notable startups disrupting the space, and key publications and media channels to stay informed.

[...] system; relevant for Power BI/Dynamics/automation) - [SAP Sapphire](https://www.sap.com/events/sapphire.html) (SAP ecosystem; enterprise finance) --- ## 8) Notable startups and “modern finance” disruptors to know These often show up in fast-growing companies and tech-forward accounting teams: - [Puzzle](https://www.puzzle.io/) (modern accounting platform approach) - [Pilot](https://pilot.com/) (outsourced accounting/tax for startups) - [Ramp](https://ramp.com/) (spend management + automation) - [Brex](https://www.brex.com/) (spend + cards for businesses) - [Mercury](https://mercury.com/) (banking for startups; finance o [...]

puzzle.io December 30, 2025

What does the Accounting industry look like right now? Identify the dominant market leaders and brands, best products and services, key companies and providers, influential figures and thought leaders, emerging startups and trends, major conferences and events, active professional communities, and the top publications and media that cover this industry.

[...] presentative of where new spend is going (automation + vertical workflows): - Practice operations / modern firm workflow: [Karbon](https://karbonhq.com/), [Canopy](https://www.getcanopy.com/), [Ignition](https://www.ignitionapp.com/) - AI-driven AP/accounting automation: [Vic.ai](https://vic.ai/), [Puzzle](https://www.puzzle.io/), [Digits](https://www.digits.com/) - Outsourced finance (tech-enabled services): [Pilot](https://pilot.com/) - Crypto/digital asset tax/accounting (niche but persistent): [TaxBit](https://taxbit.com/) --- ## Key trends shaping the industry - **AI in accounting workflows** (drafting memos, coding [...]

puzzle.io December 30, 2025