SFA Therapeutics vs Duckie

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

SFA Therapeutics leads in AI visibility (43 vs 25)

SFA Therapeutics

EmergingHealthcare

General

Oral Treg modulator biotech with positive Phase 1b psoriasis safety data; $9.13M raised from Savantus Ventures competing in autoimmune therapy with a restore-immune-balance mechanism.

AI VisibilityBeta
Overall Score
C43
Category Rank
#443 of 1167
AI Consensus
75%
Trend
stable
Per Platform
ChatGPT
51
Perplexity
54
Gemini
43

About

SFA Therapeutics is a Philadelphia-based clinical-stage biotech developing oral small molecule drugs that modulate regulatory T cells (Tregs) — the immune system's natural suppressor cells — to restore immune homeostasis in autoimmune diseases and cancer without the broad immunosuppression that existing biologics and small molecule therapies cause. The company raised $9.13 million from investors including Savantus Ventures and Ben Franklin Technology Partners, announced positive Phase 1b safety data for SFA-002 in psoriasis in March 2025, and received a 2025 Prix Galien USA Best Startup award nomination.

Full profile

Duckie

EmergingInfrastructure

IT Operations

SF YC W24 AI support agent builder at 80% resolution time reduction and 71% ticket deflection; $500K from a16z/Greylock/YC/Netflix competing with Intercom Fin for customer support AI workflow automation.

AI VisibilityBeta
Overall Score
D25
Category Rank
#18 of 68
AI Consensus
59%
Trend
stable
Per Platform
ChatGPT
33
Perplexity
19
Gemini
36

About

Duckie is a San Francisco-based AI customer support platform — backed by Y Combinator (W24) with $500,000 in funding from Y Combinator, Andreessen Horowitz, Greylock, KungHo Fund, Netflix, and 5 additional investors — providing customer support teams with an AI agent builder that translates existing support processes and workflows into predictable, reliable AI automation, achieving 80% reduction in resolution time and 71% ticket deflection for deployed teams. Founded in 2023 and targeting customer support leaders at growth-stage software companies, Duckie enables support teams to deploy AI agents in minutes without engineering dependency.

Full profile

AI Visibility Head-to-Head

43
Overall Score
25
#443
Category Rank
#18
75
AI Consensus
59
stable
Trend
stable
51
ChatGPT
33
54
Perplexity
19
43
Gemini
36
49
Claude
31
51
Grok
34

Track AI Visibility in Real Time

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