Real-Time Context Engine for Agentic AI
Shaped (shaped.ai) earns a Brand Analyzer score of 76 out of 100, placing it in the Brand-Ready tier among SaaS brands, Technology brands. Among 12358 SaaS brands analyzed, Shaped ranks in the 85th percentile (category average 69, leader 97). 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. Dimension scores: Name Quality 100/100, Digital Presence 82/100, Visual Identity 96/100, Messaging Clarity 100/100, Trust Foundation 74/100, AI Discoverability 77/100, Brand Authority 34/100.
Shaped (shaped.ai) is a SaaS technology platform that provides AI agents with precise, real-time context by delivering the right 10 results instead of 200 noisy ones. It positions itself as the only vector database with a feedback loop, offering personalized hybrid search and recommendations. Shaped charges $0.03 per answer compared to an estimated $1.50 for DIY alternatives, targeting developers and companies building AI agents, search, and recommendation systems.
| Brand Name | Shaped |
|---|---|
| Domain | shaped.ai |
| Industry | SaaS, Technology |
| Main Competitors | Pinecone, Weaviate (70/100), Qdrant, Milvus, Coveo (89/100), Algolia |
Moz Domain Authority 27/100 vs category average 28 / leader 99 - limited third-party links, so AI systems rarely encounter mentions of the brand.
Ranked #504,318 on the Tranco list of most-visited sites - modest traffic makes the brand easy for AI models to overlook.
No Wikipedia presence was found - a major gap, since Wikipedia is among the most heavily weighted sources in AI training data.
The homepage meta description reads "Shaped gives your AI agent the right 10 results instead of 200 noisy ones. $0.03 per answer vs $1.50 DIY. The same engine powers personalised search and recommendations." (Meta description: 28 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, og:image, og:type, Twitter cards, canonical. Adding Organization and FAQ schema would further help AI crawlers parse the brand's identity.
AI-crawler access: robots.txt present, no AI bot restrictions - robots.txt controls whether engines like GPTBot and ClaudeBot can read the site at all.
Social footprint: verified profiles on LinkedIn, Facebook, Instagram, GitHub; no detected presence on X (Twitter), YouTube - consistent profiles reinforce the brand's identity across the web.
0 Reddit mentions - community discussion signals real-world reputation to AI models.
Shaped scores 35/100 for AI visibility - how well ChatGPT, Claude, Perplexity and Google AI Overviews can discover, identify and cite the brand.
Shaped has a weak AI-visibility profile at 35/100 - a proxy for how readily ChatGPT, Perplexity and Google's AI Overviews can recognise and cite it. Its strongest area is recommendation likelihood (63/100) and its weakest is visibility (22/100). It benefits from a Wikidata knowledge-graph entry, a global traffic rank of #504,318 (Tranco) 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, a low Moz Domain Authority of 27/100 and thin schema.org structured data.
Common questions people ask in Google, ChatGPT, Claude, Gemini, Perplexity, and other AI search engines.
Shaped's main competitors include Pinecone, Weaviate (70/100), Qdrant, Milvus, Coveo (89/100). These companies compete in the SaaS space for similar customers, offering comparable products or services.
Sources: Shaped official site
Shaped and Coveo are competitors in SaaS. Brand Analyzer scores Shaped at 76/100 and Coveo at 89/100. They target overlapping audiences; the right choice depends on your specific needs and priorities.
Sources: Shaped official site
Popular alternatives to Shaped include Pinecone, Weaviate (70/100), Qdrant, Milvus, Coveo (89/100). Each is an established option in the SaaS space; the best fit depends on your specific needs, budget, and required features.
Sources: Shaped official site
Shaped offers a SaaS platform centered on an AI retrieval and ranking engine. Its core product provides personalized search and recommendations through a single unified engine that incorporates a feedback loop within a vector database. The service delivers precise context to AI agents at $0.03 per answer. It is designed for developers and companies building AI agents, search systems, and recommendation systems, offering real-time, high-accuracy ranked results.
Sources: Shaped official site
Shaped has limited AI-search visibility, scoring 35/100 on Brand Analyzer's AI visibility composite (visibility 22, trust 32, recommendation 63). This estimates how likely AI engines like ChatGPT, Claude, Gemini and Perplexity are to know, trust, and recommend the brand.
Sources: Shaped official site
Shaped delivers precise retrieval and ranking for AI agents, returning the right 10 results instead of 200 noisy ones. It powers personalized search and recommendations using the same underlying engine, offering real-time context to AI agents. Shaped positions its cost at $0.03 per answer, contrasting this with an estimated $1.50 per answer for do-it-yourself alternatives. Its core mechanism incorporates a feedback loop within a vector database to improve ranking accuracy over time.
Sources: Shaped official site
Shaped is a SaaS technology platform designed to give AI agents precise, real-time context. It describes itself as the only vector database with a feedback loop, built to support personalized hybrid search and recommendation systems. Rather than returning hundreds of noisy results, Shaped is engineered to surface the right 10 results for a given query, making it a specialized retrieval and ranking layer for AI-driven applications.
Sources: Shaped official site
Shaped scores 63/100 on Brand Analyzer's AI recommendation signal, indicating it is reasonably likely to be surfaced when AI assistants like ChatGPT suggest SaaS options. Recommendation depends on crawlability, structured data, and category authority.
Sources: Shaped official site
According to the known facts, Shaped targets developers and companies building AI agents, search systems, and recommendation systems. Its platform is oriented toward technical users who require precise retrieval and ranking at scale, particularly those evaluating the cost and complexity of building their own retrieval infrastructure versus using Shaped's managed service at $0.03 per answer.
Sources: Shaped official site
Shaped is known for being positioned as the only vector database with a feedback loop, offering high-performance agent context and personalized hybrid search. It is also notable for its cost efficiency, advertising $0.03 per answer versus $1.50 for DIY solutions. Its single engine handling both personalized search and recommendations is a distinguishing feature, as is its claim of superior ranking accuracy across every metric.
Sources: Shaped official site
Shaped 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: Shaped official site
Ranked closest to Shaped: Service Objects (76/100), ServiceNow (76/100), Shipit (76/100), shopVOX (76/100).
A step up - brands to learn from: Zyte (81/100), Zipline (81/100).
Category leader: Accenture (97/100).