wellrank.ai
Doctors Data logo

Doctors Data

First cited by AI Jun 27, 2026
doctorsdata.com

Surfaced organically in AI answers about at-home lab testing. Not yet profiled.

Doctors Data is losing the AEO war.

Not cited in a single tracked AI answer since Jul 3, 2026, down from a peak of 3% visibility in at-home lab testing on Jun 29, 2026. This page stays public, and recovery shows here the day it happens.

AI Visibility

Visibility trend

At-home lab testing, daily share of AI answers mentioning Doctors Data, through Jul 6, 2026.

0.0%

Last cited Jul 3, 2026 · peak 3% on Jun 29

By engine

Where Doctors Data is strong, and where it is invisible.

  • No engine data yet.

Mention sentiment

Tone of AI mentions across all tracked answers.

  • 1 positive mentions
  • 1 neutral
  • 0 mixed or cautious

Recent AI answers mentioning Doctors Data

Google AIJun 29, 2026, 15:02 UTC
What is the best food sensitivity test that is not a scam?

That's a fantastic and very important question, as the world of "food sensitivity tests" is indeed rife with scientifically unproven methods and outright scams. Let's cut right to the chase: There is no single "best" commercial food sensitivity test kit (like those measuring IgG antibodies) that is scientifically validated and recommended by major medical organizations. Most of the popular direct-to-consumer food sensitivity tests are not considered reliable for diagnosing food sensitivities or intolerances. Here's why, and what are the evidence-based approaches: Why Most Commercial "Food Sensitivity" Tests Are Not Recommended Many direct-to-consumer tests measure IgG antibodies to various foods. While your body does produce IgG antibodies to foods you eat regularly (it's a normal immune response to exposure), scientific research has not shown that elevated IgG levels correlate with food sensitivities or intolerances. In fact, they may simply indicate that you've recently eaten that food. Leading medical organizations, including the American Academy of Allergy, Asthma & Immunology (AAAAI) and the Canadian Society of Allergy and Clinical Immunology (CSACI), do not recommend IgG testing for food sensitivities. What ARE the Best, Evidence-Based Approaches? Instead of relying on unproven tests, the most reliable methods for identifying food-related issues involve working with qualified healthcare professionals and using established diagnostic tools: For True Food Allergies (IgE-mediated reactions): See an Allergist What it is: A food allergy is a serious, immediate immune response (IgE antibodies) that can cause symptoms like hives, swelling, breathing difficulties, or anaphylaxis. How it's tested: Skin Prick Test: Tiny amounts of food allergens are pricked into the skin. A raised, red bump (wheal) indicates a possible allergy. Specific IgE Blood Test (RAST/ImmunoCAP): Measures the amount of IgE antibodies to specific foods in your blood. Oral Food Challenge (Gold Standard): Under strict medical supervision, you eat increasing amounts of the suspected food to confirm or rule out an allergy. Why it's best: These tests are scientifically validated and performed by medical specialists who can interpret results in the context of your medical history. Brands/Services: You won't buy a kit for this. You need to schedule an appointment with a board-certified Allergist. They will use clinical labs like Quest Diagnostics or LabCorp for blood tests. For Food Sensitivities and Intolerances (Non-Allergic Reactions): Elimination Diet Guided by a Registered Dietitian What it is: Food sensitivities and intolerances are non-allergic reactions that can cause digestive issues (bloating, gas, diarrhea), headaches, fatigue, or skin problems. They are often dose-dependent and can have delayed symptoms. How it's identified: Elimination Diet: This is the gold standard* for identifying food sensitivities. Under the guidance of a Registered Dietitian (RD or RDN), you temporarily remove suspected foods from your diet for a period (e.g., 2-4 weeks), and then systematically reintroduce them one by one to observe symptoms. Why it's best: It directly tests how your body* reacts to specific foods in a controlled manner. It's personalized and focuses on symptom resolution. Brands/Services: Seek out a Registered Dietitian (RD/RDN). Look for one specializing in gut health, IBS, or food intolerances. They will guide you through the process safely and effectively. You can often find RDs through your doctor, insurance provider's directory, or online platforms like the Academy of Nutrition and Dietetics (eatright.org). For Specific Intolerances (Lactose, Fructose, SIBO): Breath Tests What it is: These tests identify your body's inability to digest certain sugars (like lactose in dairy) or bacterial overgrowth in the small intestine (SIBO). How it's tested: Hydrogen Breath Test (Lactose, Fructose, SIBO): You drink a solution containing the suspected sugar (e.g., lactose) or a non-digestible sugar (for SIBO), and your breath is tested for hydrogen and methane gases. High levels indicate malabsorption or bacterial overgrowth. Why it's best: These are scientifically validated diagnostic tests for specific digestive issues. Brands/Services: These are usually ordered by a gastroenterologist or doctor and performed in a clinic or specialized lab. Gut Microbiome Analysis (Complementary Information, Not a "Sensitivity Test"): What it is: Stool tests that analyze the bacteria in your gut, looking at diversity, balance, and presence of specific beneficial or harmful microbes. Relevance to Sensitivities: While they don't directly tell you which food causes a sensitivity, an unhealthy gut microbiome (dysbiosis) can contribute to inflammation and digestive symptoms that mimic* sensitivities or make existing ones worse. Why it can be helpful (with caveats): It provides insights into overall gut health, which can be part of a broader strategy for managing digestive issues. The results need careful interpretation by a qualified professional. Brands/Services (with scientific backing, but use with professional guidance): Diagnostic (often ordered by doctors/functional practitioners): Genova Diagnostics (GI-MAP), Doctor's Data. These provide clinical-grade insights. Consumer-facing (more for wellness/research): Viome, Ombre Lab. These can provide interesting insights and personalized food recommendations, but their direct link to diagnosing specific "sensitivities" is still developing and should be seen as complementary, not primary, diagnostic tools. Always discuss results with an RD or doctor. In Summary: If you suspect food sensitivities or intolerances: Rule out true allergies first: See an Allergist. Identify sensitivities/intolerances: Work with a Registered Dietitian to implement a guided Elimination Diet. Investigate specific intolerances: Consult your doctor about breath tests for lactose, fructose, or SIBO. Consider gut health: If recommended by a professional, a stool test like Genova Diagnostics (GI-MAP) or Viome could provide additional context about your gut microbiome. Avoid any test that claims to diagnose food sensitivities based solely on IgG antibody levels, hair analysis, or muscle testing, as these are not scientifically supported. Your best investment will be in qualified professional guidance.

Mentioned in position 4 of 6

Read full answer with sources →
Google AIJun 27, 2026, 12:55 UTC
How much does a full biomarker panel cost?

The cost of a "full biomarker panel" can vary significantly, ranging anywhere from under $100 to over $2,000, depending on what specific biomarkers are included, whether it's ordered by a doctor or purchased directly, and if you have insurance coverage. Here's a breakdown by type of panel and common providers: Basic/Standard Physician-Ordered Panels What's Included: These typically cover essential markers like a Complete Blood Count (CBC), Comprehensive Metabolic Panel (CMP), Lipid Panel (cholesterol), Thyroid Stimulating Hormone (TSH), and Hemoglobin A1c (blood sugar). Cost: With Insurance: If deemed medically necessary by your doctor (e.g., for routine check-ups, monitoring a condition, or investigating symptoms), these are often largely or fully covered by insurance, leaving you with just a co-pay or deductible. Without Insurance (Cash Pay): You might pay anywhere from $50 - $300 for a basic set of tests at a lab like Quest Diagnostics or LabCorp. Many services allow you to purchase these directly online without a doctor's order, though interpretation is up to you. Direct-to-Consumer (DTC) Wellness Panels What's Included: These go beyond basic markers to include things like various hormone levels (testosterone, estrogen, cortisol), inflammatory markers (CRP), specific vitamin deficiencies (Vitamin D, B12), essential minerals, and often more in-depth lipid profiles. They are marketed for "optimization" or "wellness." Cost: These typically range from $150 to $800+, depending on the number and type of biomarkers. Everlywell: Offers a variety of at-home test kits. Their "Women's Health Test" or "Men's Health Test" (hormones) are around $199-$249. Their "Metabolism Test" or "Food Sensitivity Test" are similar. LetsGetChecked: Similar to Everlywell, they offer various health test panels for hormones, essential vitamins, and general wellness. Costs are in a similar range of $100-$300 for specific panels. InsideTracker: Known for its comprehensive analysis and personalized recommendations based on blood biomarkers (up to 43 biomarkers), DNA insights, and fitness tracker data. Their "Ultimate" plan (blood analysis of up to 43 biomarkers, genetic analysis, food/supplement recommendations) typically costs around $400-$700 for the first year, with subsequent blood tests costing less. QuestDirect/LabCorp OnDemand: These services from major lab companies allow you to order specific panels directly. A "General Wellness Panel" might cost $150-$300. Comprehensive/Advanced Biomarker Panels (Functional Medicine/Specialty Labs) What's Included: These are truly extensive and often include specialized tests like advanced gut microbiome analysis, organic acids, heavy metals, genetic markers (APOE4, MTHFR), specific nutrient levels (e.g., SpectraCell micronutrient analysis), detailed hormone metabolites (e.g., DUTCH Test), and inflammatory markers unique to specific conditions. These are often ordered by functional medicine doctors, naturopaths, or anti-aging specialists. Cost: These are significantly more expensive, often ranging from $500 to over $2,000 for a truly "full" panel or combination of panels. Viome: Specializes in gut microbiome and oral microbiome analysis, providing personalized food recommendations. Their "Health Intelligence" test is typically around $200-$400. DUTCH Test (Precision Analytical): A very comprehensive urine test for hormones and their metabolites. Typically costs $300-$500. SpectraCell Laboratories: Offers comprehensive micronutrient testing, looking at intracellular levels of vitamins, minerals, antioxidants, and amino acids. These can cost $400-$800. Great Plains Laboratory / Genova Diagnostics / Doctors Data: These labs offer a wide array of advanced functional tests (gut, organic acids, heavy metals, etc.). Individual tests can range from $200-$1000+ each. A "full panel" would likely involve multiple tests from these providers. Membership-Based Health Services What's Included: Some concierge medicine or tech-forward primary care services include regular biomarker testing as part of their membership fee, often with doctor interpretation and personalized health plans. Cost: The membership fees can range from $150-$300+ per month, which typically includes a certain number of blood panels per year, along with other services like unlimited access to doctors, personalized health coaching, and advanced screenings. Forward: A membership-based primary care service that includes regular biomarker testing, genetic analysis, and AI-driven health plans. Membership is typically $149/month. Key Factors Affecting Cost: Insurance Coverage: Most basic diagnostic tests are covered if medically necessary. Wellness-focused or "optimization" panels (especially DTC) are rarely covered by insurance. Number and Type of Biomarkers: The more specialized, rare, or numerous the biomarkers, the higher the cost. Included Services: Does the price just cover the lab test, or does it include a physician consultation, interpretation, and personalized recommendations? Provider: Direct-to-consumer companies often offer bundled pricing, while individual tests through a traditional lab can add up quickly. Recommendation: To get an accurate cost, you need to first define what "full" means to you. Are you looking for basic health markers, a deep dive into hormones and vitamins, or comprehensive functional medicine testing? For basic health indicators: Talk to your primary care physician about a routine physical and necessary blood work. For specific wellness insights (e.g., hormones, vitamins): Explore direct-to-consumer options like Everlywell, LetsGetChecked, or InsideTracker. Compare their specific panel offerings and what you want to measure. For a truly comprehensive functional assessment: Consult with a functional medicine practitioner who can recommend specific lab tests from providers like SpectraCell, Precision Analytical (DUTCH Test), or Viome, and help you interpret the results.

Mentioned in position 13 of 14

Read full answer with sources →

Competitive Landscape

Doctors Data vs the brands AI recommends alongside it

The real competitive set in At-home lab testing: brands the engines name in the same answers, ranked on the latest day.

BrandRankAI visibility
Doctors Data logo
Doctors DataThis brand
0.0%
Genova Diagnostics logo
Genova Diagnostics

2 shared answers

#42
1.7%
LabCorp logo
LabCorp

2 shared answers

#2
56.7%
Quest Diagnostics logo
Quest Diagnostics

2 shared answers

#4
50.0%
Viome logo
Viome

2 shared answers

#54
1.7%

Email me when overtakes Doctors Data

One email the day the ranks flip. Nothing else.

Sources cited around Doctors Data

The sites engines cite in answers mentioning this brand. Win these, win the answer.

    Track Doctors Data weekly

    One email a week: rank moves, new competitors, and the answers that changed. No noise.

    Work at Doctors Data? Get your AI Visibility Audit.

    See every buyer intent question your customers ask AI, which ones you are losing, who wins them instead, and the exact sources driving those answers. You will finally understand your buyer intent and what Propel would do to win it.