seracare.com AI Visibility Report — 43% Score
A snapshot of how often major AI assistants mention seracare.com when answering buyer questions, plus a breakdown of the entity signals that drive those mentions.
5 search queries tested across 6 AI engines (30 total queries) on May 8, 2026.
- GoogleGoogle not checked
- BingNot found on Bing
- Brave SearchNot found on Brave Search
- WikipediaNot found on Wikipedia
- WikidataNot found on Wikidata
- Wayback MachineWayback Machine not checked
- IndexNowNot found on IndexNow
- Google Knowledge GraphGoogle Knowledge Graph not checked
“What are NGS reference standards exactly?”
“**NGS reference standards are well-characterized, stable genetic materials (e.g., DNA from cell lines, synthetic spike-ins, FFPE samples, or circulating cell-free DNA) used to calibrate, validate, optimize, and quality-control next-generation sequenc...”
“Which quality control materials for tumor profiling?”
“For tumor profiling, which typically involves genomic, proteomic, or molecular analysis of tumors (e.g., via NGS, PCR, or IHC), quality control materials are essential to ensure accuracy and reproducibility. Here are some key types and examples: ###...”
“Which quality control materials for tumor profiling?”
“Quality control (QC) materials are essential for ensuring the accuracy, reliability, and reproducibility of tumor profiling assays, which are crucial for personalized cancer treatment and diagnosis. These materials help validate and monitor the perfo...”
“Which quality control materials for tumor profiling?”
“# Quality Control Materials for Tumor Profiling Based on the search results, here are the main types of quality control materials (QCMs) available for tumor profiling: ## **Types of QCMs** 1. **Circulating Tumor DNA (ctDNA) Materials** - Plasma...”
“Which quality control materials for tumor profiling?”
“Quality control (QC) materials for tumor profiling often include well-characterized reference materials to ensure the accuracy, reliability, and reproducibility of molecular diagnostics. Common QC materials include: 1. **Synthetic DNA/RNA Standards*...”
“seracare.com versus Bio-Rad for assay validation?”
“Both SeraCare (now part of LGC Clinical Diagnostics) and Bio-”
seracare.com AI Visibility Analysis
Answer Engine Optimization (AEO) measures how often AI assistants cite your brand when answering real buyer questions. Unlike SEO, AEO isn't about ranking on a blue link — it's about being the answer.
A 43% score means, on average, seracare.com was mentioned in 43 out of every 100 relevant AI responses we tested. The industry benchmark for a well-optimized brand is 60% and up. Most brands score below 20% on their first audit.
The entity-presence checks above drive most of this score. LLMs are trained on — and cite from — Wikipedia, Wikidata, Bing, Brave, and the Google Knowledge Graph at disproportionate rates. Missing from one of those? You're likely missing from the answer.
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