Duckie vs Black Forest Labs

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

Duckie leads in AI visibility (25 vs 18)

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

Black Forest Labs

EmergingAI & Machine Learning

AI Image Generation

Creators of FLUX image generation models (ex-Stable Diffusion team). $3.25B valuation. $450M raised. Up to 4K resolution. Founded Aug 2024, Freiburg Germany.

AI VisibilityBeta
Overall Score
D18
Category Rank
#15 of 20
AI Consensus
82%
Trend
stable
Per Platform
ChatGPT
20
Perplexity
18
Gemini
21

About

Black Forest Labs was founded in August 2024 in Freiburg, Germany, by the core team behind Stable Diffusion — some of the most recognized researchers in open-source image generation. The company was formed with the explicit goal of pushing the frontier of visual AI generation beyond what was achievable with previous diffusion architectures, with a particular focus on quality, resolution, and controllability. Its founding team's pedigree and immediate release of state-of-the-art models gave Black Forest Labs instant credibility and community adoption upon launch.\n\nBlack Forest Labs' FLUX model family is its flagship product line, comprising a range of text-to-image generation models optimized for different use cases — from high-speed generation for consumer applications to maximum-fidelity outputs for professional creative work. FLUX models support up to 4K resolution and are available in open-weight and commercial API variants, enabling both the research community and commercial customers to access the technology. The company positions FLUX as the most capable publicly available image generation model family, competing directly with Midjourney, Adobe Firefly, and OpenAI's DALL-E on quality benchmarks. FLUX is widely used by developers, creative platforms, and enterprise media teams integrating generative imagery into products and workflows.\n\nBlack Forest Labs has raised $450 million in total funding at a $3.25 billion valuation — a remarkable outcome for a company founded less than a year before reaching that milestone. The valuation reflects investor conviction that the image generation infrastructure layer will accrue significant value as visual AI becomes embedded in creative software, marketing technology, and consumer media. With a world-class founding team, a widely adopted model family, and strong capital backing, Black Forest Labs is positioned as one of the defining foundation model companies in the generative visual AI space.

Full profile

AI Visibility Head-to-Head

25
Overall Score
18
#18
Category Rank
#15
59
AI Consensus
82
stable
Trend
stable
33
ChatGPT
20
19
Perplexity
18
36
Gemini
21
31
Claude
22
34
Grok
26

Track AI Visibility in Real Time

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