Elicit vs CoLoop

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

CoLoop leads in AI visibility (70 vs 55)
Elicit logo

Elicit

ChallengerResearch & Analytics

AI Research & Scientific Discovery

AI research assistant searching 138M+ academic papers with sentence-level citations. 2M+ researchers. Raised $33M. Founded 2023 (spun from Ought nonprofit). Private.

AI VisibilityBeta
Overall Score
C55
Category Rank
#1 of 1
AI Consensus
65%
Trend
up
Per Platform
ChatGPT
46
Perplexity
53
Gemini
61

About

Elicit is an AI research assistant spun out in 2023 from Ought (a nonprofit founded in 2017) by CEO Andreas Stuhlmuller. Headquartered in Oakland, California. It has raised $33M total including a $22M Series A (February 2025). Investors include Fifty Years, Basis Set, and angels like Tom Preston-Werner (GitHub) and Jeff Dean (Google).

Full profile
CoLoop logo

CoLoop

LeaderData & Analytics

General

AI copilot for revenue teams querying CRM and call data in natural language; $4M raised from YC and Soma Capital serving 250+ customers including Fortune 500 competing with Gong for sales intelligence.

AI VisibilityBeta
Overall Score
B70
Category Rank
#90 of 1158
AI Consensus
61%
Trend
stable
Per Platform
ChatGPT
79
Perplexity
68
Gemini
71

About

CoLoop is a San Francisco-based AI analytics copilot that enables go-to-market teams (sales, customer success, revenue operations) to extract insights from customer conversations, CRM data, and sales pipeline through natural language queries — allowing revenue professionals to answer questions like "what objections are killing our enterprise deals" or "which customer segments have the highest churn risk" without writing SQL or waiting for analyst support. Founded in 2021 and backed by $4 million including a $3.5 million round from Y Combinator and Soma Capital in January 2025, CoLoop serves 250+ customers including Fortune 500 companies.

Full profile

AI Visibility Head-to-Head

55
Overall Score
70
#1
Category Rank
#90
65
AI Consensus
61
up
Trend
stable
46
ChatGPT
79
53
Perplexity
68
61
Gemini
71
50
Claude
64
49
Grok
63

Key Details

Category
AI Research & Scientific Discovery
General
Tier
Challenger
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Elicit
AI Research & Scientific Discovery

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