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EKG Sprint for Life Sciences

Entity Knowledge Graph for Life Sciences

Investors, partners, and buyers ask ChatGPT, Gemini, Claude, and Perplexity about your company before they call or visit your site. And whatever AI answers becomes your company’s narrative.

We build entity knowledge graphs for life sciences: a digital trust foundation, traceable and verifiable. Your publications and credentials linked to primary sources—trust signals AI can read, extract, and cite. Your company—cited by AI—accurately and consistently.

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What AI Gets Wrong About Companies Like Yours

AI Reality Every Life Sciences Leader Needs to Know

AI answers pointed to the wrong source

0 %+
Error rate from the worst AI tool
0 %
Error rate from the best AI tool
0 %

Source: Columbia Journalism Review / Tow Center, 2025 · 8 AI search tools · 1,600 queries

Why Now

What Do Wrong AI Citations Cost Your Company?

In the AI era, people ask AI about your company first. AI answers confidently, even when it doesn't know. People believe it and move on. No complaint, no correction, no second call. The loss is silent, but it's real.

Do these sound familiar?

Lost deals

A buyer asks AI, gets the wrong answer, and never calls. You don't lose the deal—you never see it.

Lost partnerships

Business development screens you before the intro. If your science reads thin or wrong, the conversation ends before it starts.

An off-brand narrative

Someone asked AI about your company. They got a story your team never wrote—and never approved.

Investors who left the room

Investors run digital due diligence before the meeting. The wrong story shapes the conversation before you're in it.

Claims you never approved

AI states them as fact and attributes them to your company. They read as yours, wherever they came from.

Credibility AI can't see

Your publications, patents, and credentials are real. They're not in a structured form AI can read.

The Fix: An Entity Knowledge Graph

Build your digital trust foundation—your company and your science, traced to the source—so AI can read, extract, and cite you accurately.

The Digital Trust Foundation

What Is a Company Entity Knowledge Graph?

A company entity knowledge graph is your organization's verified record—your people, publications, patents, and credentials, each traceable to a primary source AI can read, extract, and cite.

In life sciences, "knowledge graph" usually means something else: a biomedical network of genes, proteins, and compounds built to accelerate discovery. This isn't that. A company entity knowledge graph maps your organization—who you are, who leads you, and what you've proven—so AI can read, extract, and cite your company correctly.

Every claim in life sciences gets checked, traced, and verified before it's trusted. Life sciences is a YMYL category—Your Money or Your Life—where the trust bar is the highest in business. That's exactly what earns AI citations.

What You Get

What the EKG Sprint Delivers

A single verified trust registry for your organization, documenting your leadership team and your breakthroughs.

Defined Entity Records

Your organization and leadership team's trust evidence, written and encoded in the structured markup AI reads, so it can extract and cite you as one consistent entity.

Encoded Traceable Claims

Your publications, patents, trials, and milestones, each linked to the public record that confirms it.

Brand-authored AI Trust File

Your verified registry authored into the file AI reads first — your llms.txt — rather than the platform default nobody wrote.

Digital Due Diligence

Your verified trust evidence trail—every claim with its source and verification date, in a document your team keeps.

Entity knowledge graph for life sciences — trust signals from publications, patents, and leadership credentials verified to primary sources, encoded into a knowledge graph AI reads, producing sourced pages and due-diligence-ready evidence
The Trust Evidence Source Registry: every publication, patent, and leadership credential verified to its primary source, encoded into your entity knowledge graph, and published so AI can read, extract, and cite your company accurately.
The Process

How the EKG Sprint Works

Eight weeks. Three steps. Your team approves every stage.

Compile → Verify → Publish

1

Compile

We compile your company's trust foundation registry, verifying every claim you provide: publications, patents, trials, credentials, milestones, and leadership history. So AI can read, extract, and cite your company accurately.

2

Verify

We trace each claim to its primary source and link it, so that language models can read and extract key entity information about your company, signaling trust to AI and improving citation accuracy.

3

Publish

We publish your verified record to your site: the company entity, your leadership team, and every claim linked to its source. From that point, AI has accurate material to read, extract, and cite.

Your organization's verified record, published for people and AI. Accurate and consistent.

Investment

How Much Does an EKG Sprint Cost?

The EKG Sprint starts at $35,000. Your budget range varies depending on a number of factors including:

Trust record depth

The number of publications, intellectual properties such as patents, trials, and case studies, and milestones to be included in your trust foundation registry.

Team expertise depth

The size of your leadership team and executive profiles with published work, and how deeply their work can be traced.

Content readiness

The richness of your existing web content in supporting a verified trust record.

How We Compare

Entity Knowledge Graph: A Sprint for Integrated Brand Messaging and Trust Signals in the AI Era

Most AEO/SEO agencies build entity records through engineering. We deliver integrated brand narrative, messaging, and schema markup—people-first messaging that amplifies strong trust signals for AI to read, extract, and cite accurately. Learn more about our proprietary Brand Voice Fingerprinting methodology.

AGILITY · ACCOUNTABILITY · ACCURACY

EKG Sprint Comparison at a Glance

  Typical AEO/SEO agency BrainLush
What's delivered Schema and technical markup Integrated brand narrative, messaging, and schema markup
Expertise Engineering and coding specialists Fractional CMO level, from strategy to execution
Method Engineering-led structuring Brand Voice Fingerprinting—trust signals built into the message itself
Built for AI extraction People first, for AI-era accuracy and consistency
Verification Content is structured. Claims are not checked. Digital due diligence—every claim traced and linked to a primary source

Who Is the EKG Sprint For?

EKG: The First Step to Accurate AI Visibility

  • Plan your pre-IPO journey
  • Raise capital investment
  • Build strategic partnerships
  • Expand business development
  • Control your brand narrative

EKG for Biotech, Medtech & Healthtech

  • Pre-IPO and public companies
  • Diagnostics and digital health companies
  • Growing companies and startups
  • Innovators and breakthrough science companies
  • Venture-backed life sciences companies
Why Hire BrainLush

AEO Strategist Who Builds Your Trust Foundation

Christy Hui, Founder and Fractional CMO of BrainLush, AEO strategist building company entity knowledge graphs for life sciences

Christy Hui, Founder & Fractional CMO

Over 25 years ago, I joined a tech startup team that scaled to an IPO, rising from a $500M valuation to a $20B market cap. That experience shaped my mission: science can change the world, but only if people can find it and understand it. AI now stands between your science and the people who matter. I build the trust foundation that makes AI read your company and your science accurately.

Read Christy's story →

Trusted by Innovators & Life Sciences Leaders

★★★★★

"Christy developed and implemented our rebranding strategy, messaging, website, partnerships, and marketing plans. She achieved strong results."

Russ Lebovitz, MD/PhD
Neuroscience Biotech Founder & CEO

★★★★★

"Christy excels at brand messaging and content creation. Her copywriting helped us articulate our platform's unique value in a way that reflects our true value."

Tony G.
CEO/Founder, Heart Health Startup

★★★★★

"I trust all Christy's work. From the big picture to small details, she was always thinking ahead—and she makes sure the ROI is fully met at the end."

R. Garcia
BioPharma Co.

FAQ About the Company Entity Knowledge Graph Sprint for Life Sciences

A company entity knowledge graph is the verified trust foundation AI reads before it answers a question about your company. Here’s what biotech, medtech, and healthtech leaders ask us most.

A company entity knowledge graph is a verified trust foundation and digital record for AI visibility. Your leadership team, publications, patents, and credentials, each traced to a primary source. One consistent version of your company for ChatGPT, Gemini, Claude, and Perplexity to read, extract, and cite.

The budget for a company entity knowledge graph sprint starts at $35,000 and follows the scope of the work. How much evidence we verify. How many executives we document. Whether your team compiles the records or we do. And whether your existing content is rich enough to carry a verified record. If you’d rather see where you stand first, start with a Custom AI Visibility Report.

The EKG Sprint runs eight weeks, from kickoff to published and live. Week one is records gathering. From there we verify every claim against its source and encode it across your site. Each stage comes back to you before the next one starts.

For an EKG Sprint, you give us your records and approve the work. You supply the publications, patents, credentials, and milestones, or we compile them for you. Your team reviews the registry before we build and signs off before anything goes live. The person who scopes your sprint does the work — a fractional CMO with 25+ years across tech, media, and life sciences marketing.

A company entity knowledge graph for life sciences maps your organization. A biomedical knowledge graph maps science — genes, proteins, compounds, built to accelerate discovery. Different tools, different jobs. One helps your researchers find a target. The other makes sure AI describes your company correctly when an investor asks.

When hiring an AI visibility partner, look for four things. Do they verify your claims against primary sources, or only restructure what your site already says? Is the price published, or is every quote “let’s talk”? Does the person who scopes the work do the work? And will they tell you when your content isn’t ready, instead of selling you the engagement anyway? More on AI visibility for life sciences.

An EKG does not guarantee AI citations, and be forewarned if anyone says otherwise. However, your company entity knowledge graph gives AI a blueprint of your company, your leadership team, and the verifiable, traceable evidence behind your work. Without an EKG, AI fills in the missing gaps about your company. For instance, Columbia Journalism Review found leading AI search tools pointed to the wrong source more than 60% of the time. More on AI citation accuracy in life sciences.

After your company entity knowledge graph is published, the foundation is built, documented, and yours to keep, with no ongoing commitment. What compounds it is depth — richer content, more evidence, re-encoded as your company grows. That’s our AEO Layer: monthly, optional, and scoped once you can see where you stand.

Book a Discovery Call →

Build Your Company's Entity Knowledge Graph

Compile → Verify → Publish

We specialize in building EKGs for biotech and medtech.

The digital trust foundation covering what your company does, who leads it, and what you've published and patented. Every claim traced and verified, so AI can read, extract, and cite it accurately.

Book a Discovery Call →