Tropic vs OpsLevel

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

Tropic leads in AI visibility (56 vs 24)
Tropic logo

Tropic

ChallengerAgTech

Crop Biotech (Gene Editing)

Crop biotech company behind first new banana varieties in 75 years; raised $105M oversubscribed Series C co-led by Forbion and Corteva in March 2026; non-browning banana named TIME Best Invention 2025; demand exceeds supply.

AI VisibilityBeta
Overall Score
C56
Category Rank
#1 of 1
AI Consensus
56%
Trend
up
Per Platform
ChatGPT
49
Perplexity
49
Gemini
57

About

Tropic is a crop biotechnology company that launched the first new banana varieties in over 75 years in 2025, including a non-browning banana named a TIME Best Invention of 2025. The company raised $105 million in oversubscribed Series C financing in March 2026, co-led by Forbion and Corteva — one of the largest crop biotech raises of the year. Demand for Tropic's non-browning banana already exceeds supply ahead of broader commercial deployment in 2027.

Full profile
OpsLevel logo

OpsLevel

EmergingDeveloper Tools

Developer Portal

OpsLevel is a developer portal and service catalog for tracking service ownership, maturity scorecards, and production readiness across microservices.

AI VisibilityBeta
Overall Score
D24
Category Rank
#1 of 1
AI Consensus
67%
Trend
up
Per Platform
ChatGPT
22
Perplexity
18
Gemini
26

About

OpsLevel is a developer portal platform that gives engineering organizations visibility into the services they operate, who owns them, and how mature they are relative to internal engineering standards. At its core, OpsLevel maintains a service catalog that maps every microservice, repository, and infrastructure component to a team owner, populating metadata automatically from integrations with GitHub, GitLab, PagerDuty, Datadog, and cloud providers. This catalog becomes the authoritative source of truth for answering questions like who to contact about a service, what tier of reliability it requires, and what dependencies it has — questions that are often unanswerable at engineering organizations that have grown past the point where everyone knows everything.

Full profile

AI Visibility Head-to-Head

56
Overall Score
24
#1
Category Rank
#1
56
AI Consensus
67
up
Trend
up
49
ChatGPT
22
49
Perplexity
18
57
Gemini
26
66
Claude
32
51
Grok
28

Capabilities & Ecosystem

Capabilities

Only Tropic
Crop Biotech (Gene Editing)
Only OpsLevel
Developer Portal

Track AI Visibility in Real Time

Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.