Toko vs Zeffy

Side-by-side comparison of AI visibility scores, market position, and capabilities

Toko

EmergingEducation

General

AI English speaking fluency app targeting East Asian learners with real-time pronunciation and grammar feedback; $900K revenue in 2024 with 4.8-star rating competing with ELSA Speak and Duolingo.

AI VisibilityBeta
Overall Score
D26
Category Rank
#912 of 1167
AI Consensus
50%
Trend
stable
Per Platform
ChatGPT
31
Perplexity
23
Gemini
20

About

Toko is a Brooklyn-based AI-powered English speaking fluency app designed specifically for East Asian learners (native speakers of Mandarin, Japanese, Korean, and Vietnamese) — providing short, realistic conversational practice sessions with an AI tutor that delivers real-time grammar corrections and pronunciation feedback calibrated to the specific error patterns common among East Asian English speakers. Founded in 2021 by former Quizlet engineer Jen and a Y Combinator graduate, Toko generated $900,000 in revenue in 2024 with a 6-person team, maintaining a 4.8-star rating with 5,000+ reviews on Google Play.

Full profile

Zeffy

EmergingNonprofit Tech

Zero-Fee Fundraising

Montreal zero-fee nonprofit fundraising platform with $1B+ processed; 100% donation pass-through via optional donor tips competing with Donorbox and Classy for nonprofit fundraising technology adoption.

AI VisibilityBeta
Overall Score
D26
Category Rank
#1 of 1
AI Consensus
68%
Trend
stable
Per Platform
ChatGPT
19
Perplexity
26
Gemini
17

About

Zeffy is a Montreal-based fundraising platform for nonprofit organizations that charges zero platform fees on donations — asking donors to optionally contribute a tip to cover Zeffy's operating costs rather than deducting fees from each donation, ensuring 100% of every donated dollar reaches the nonprofit cause. Founded in 2019 by Thibaut Davoult and Nicolas Lafleur, Zeffy has processed $1+ billion in nonprofit donations and provides a comprehensive suite including online donation forms, event ticketing, peer-to-peer fundraising campaigns, recurring donation management, and membership management — giving nonprofits a full fundraising platform at genuinely zero cost.

Full profile

AI Visibility Head-to-Head

26
Overall Score
26
#912
Category Rank
#1
50
AI Consensus
68
stable
Trend
stable
31
ChatGPT
19
23
Perplexity
26
20
Gemini
17
37
Claude
29
17
Grok
18

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