Protein structure prediction service
Robetta (bakerlab.org) scores 49 out of 100 on Brand Analyzer, placing it in the Early Stage tier among Healthcare brands, Education brands, Technology brands, in the 1st percentile of 15227 Healthcare brands.
Robetta was a free, web-based computational service developed by the Baker Lab for predicting protein structures, using advanced algorithms rooted in Rosetta software. It served researchers and scientists in structural biology and bioinformatics by providing tools for protein modeling and structure prediction. The service has since been discontinued due to software and hardware limitations, having been succeeded by newer deep learning-based alternatives for protein structure prediction.
| Brand Name | Robetta |
|---|---|
| Domain | bakerlab.org |
| Industry | Healthcare, Education |
| Main Competitors | AlphaFold (84/100), I-TASSER (63/100), SWISS-MODEL, Phyre2, ESMFold (63/100), RoseTTAFold (49/100) |
Moz Domain Authority 60/100 vs category average 41 / leader 95 - a strong backlink profile, so AI systems frequently encounter mentions of the brand.
Robetta appears on Wikipedia but without a dedicated company entity, so AI models can confuse it with similarly named subjects.
The homepage meta description reads "has been discontinued effective immediately due to software and hardware" (Meta description: 10 words (ideal length). OG description present and descriptive) - this is the summary AI engines are most likely to quote.
Structured data on the homepage: og:title, og:description. Adding Organization and FAQ schema would further help AI crawlers parse the brand's identity.
AI-crawler access: No robots.txt found (default: all bots allowed, but explicit file preferred) - robots.txt controls whether engines like GPTBot and ClaudeBot can read the site at all.
Social footprint: verified profiles on Instagram; no detected presence on X (Twitter), LinkedIn, Facebook, YouTube, GitHub - consistent profiles reinforce the brand's identity across the web.
0 Reddit mentions - community discussion signals real-world reputation to AI models.
Live results from asking a general-purpose AI assistant about the brand, checked October 2026.
When asked "What is Baker Lab?", Claude could identify the brand as of October 2026. Baker Lab is the research laboratory of biochemist David Baker at the University of Washington, renowned for pioneering work in computational protein design and structure prediction. It developed the Rosetta software suite and the RoseTTAFold deep learning model, which have drive Best known for Pioneering computational protein design and the RoseTTAFold AI model for protein structure prediction.
When asked "Best brands similar to Baker Lab?", Claude would recommend Robetta as of October 2026. It's a globally recognized leader in computational biology and protein design, frequently cited alongside DeepMind's AlphaFold as foundational to modern structural biology and drug discovery.
Common questions people ask in Google, ChatGPT, Claude, Gemini, Perplexity, and other AI search engines.
Robetta's main competitors in Healthcare: AlphaFold (84/100), I-TASSER (63/100), ESMFold (63/100), RoseTTAFold (49/100).
Sources: Brand Analyzer scan
Robetta has limited AI-search visibility, scoring 34/100 on Brand Analyzer's AI visibility composite (visibility 31, trust 37, recommendation 37). This estimates how likely AI engines like ChatGPT, Claude, Gemini and Perplexity are to know, trust, and recommend the brand.
Sources: Robetta official site
Robetta scores 37/100 on Brand Analyzer's AI recommendation signal, indicating it is less likely to be surfaced when AI assistants like ChatGPT suggest Healthcare options. Recommendation depends on crawlability, structured data, and category authority; a Wikipedia presence helps.
Sources: Robetta official site
Robetta was a free academic web service developed by the Baker Lab that provided computational tools for predicting protein structures. It was widely used by researchers in structural biology and bioinformatics before being discontinued due to software and hardware issues and succeeded by newer deep learning-based prediction methods.
Sources: Robetta official site
Robetta can improve AI discoverability by strengthening structured data (Organization and FAQ schema), maintaining an accurate Wikipedia/Wikidata entity, earning authoritative citations, and keeping content crawlable for AI bots. Brand Analyzer measures these as visibility, trust, and recommendation signals.
Sources: Robetta official site
Robetta offered a web-based protein structure prediction service, providing computational tools and algorithms developed by the Baker Lab for predicting protein structures. This service was offered free of charge to researchers in structural biology and bioinformatics before being discontinued.
Sources: Robetta official site
Robetta provided computational algorithms that allowed researchers to predict the three-dimensional structure of proteins from their amino acid sequences. It was built on technology developed by the Baker Lab and offered free access to these tools for scientific research purposes, particularly in structural biology and bioinformatics.
Sources: Robetta official site
Robetta was used by researchers and scientists in structural biology and bioinformatics who needed computational tools for predicting protein structures, prior to the service's discontinuation.
Sources: Robetta official site
Robetta is known for being a pioneering free online tool for protein structure prediction developed by the Baker Lab, used extensively by the structural biology research community prior to the rise of deep learning-based methods like AlphaFold. It represented an important step in computational structural biology before its discontinuation.
Sources: Robetta official site
Robetta scores 34/100 for AI visibility - how well ChatGPT, Claude, Perplexity and Google AI Overviews can discover, identify and cite the brand.
Robetta has a weak AI-visibility profile at 34/100 - a proxy for how readily ChatGPT, Perplexity and Google's AI Overviews can recognise and cite it. Its strongest area is trust (37/100) and its weakest is visibility (31/100). It benefits from a Wikidata knowledge-graph entry, a Moz Domain Authority of 60/100 and open access for AI crawlers (GPTBot, ClaudeBot, etc.). The main gaps holding it back: no clear Wikipedia entity to anchor it in LLM training data, thin schema.org structured data and no llms.txt to steer AI to its best pages. In a live check, Claude could already identify Robetta from memory (October 2026) - a sign these signals are paying off.
The score combines seven dimensions - name quality, digital presence, visual identity, messaging clarity, trust foundation, AI discoverability, and brand authority - into a single objective benchmark.
49 in October 2026, down from 76 in October 2026.
Ranked closest to Robetta: Antech Imaging (49/100), Zimmer Aesthetics (50/100), CHEST Foundation (American College of Chest Physicians) (49/100), Cognate BioServices (Now Part of Charles River) (49/100).
A step up - brands to learn from: Word of Mouth Technology (56/100), Werskincare (56/100).
Category leader: Booksy (96/100).
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