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SomaLogic

First cited by AI Jun 17, 2026
somalogic.com

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

SomaLogic is losing the AEO war.

Not cited in a single tracked AI answer since Jul 29, 2026, down from a peak of 3% visibility in at-home lab testing on Jul 12, 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 SomaLogic, through Aug 3, 2026.

0.0%

Last cited Jul 29, 2026 · peak 3% on Jul 12

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Where SomaLogic is strong, and where it is invisible.

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Mention sentiment

Tone of AI mentions across all tracked answers.

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

Recent AI answers mentioning SomaLogic

ChatGPTJul 25, 2026, 12:37 UTC
How often should I retest my blood biomarkers?

How often to retest blood biomarkers depends on which biomarker, your age, health status, medications, and whether results are normal or changed by treatment or lifestyle. Below are practical, commonly used intervals and reasons, plus recommended lab services you can use. General principles Get a baseline panel once (if you don’t already have one). That helps interpret future change. Retest sooner after a treatment or major lifestyle change (medication start/change, new supplement, large weight loss, new diagnosis). If results are abnormal or you’re high-risk, test more frequently; if stable and low-risk, test less often. Always discuss frequency and interpretation with your clinician before acting. Suggested intervals for common tests Comprehensive metabolic panel (CMP: liver, kidney, electrolytes): baseline, then every 6–12 months if stable; 2–6 weeks after starting or changing meds that affect liver/kidney. Lipid panel (cholesterol, LDL, HDL, triglycerides): baseline, 4–12 weeks after starting/changing statin or major diet change, then every 6–12 months until stable, otherwise every 1–4 years for low-risk adults depending on age and guidelines. Hemoglobin A1c: every 3 months if diabetic or changing diabetes meds; every 6 months if prediabetic or not at goal; annually if stable and low risk. Fasting glucose/insulin: baseline, 3 months after major weight change or med change; frequency similar to A1c. Complete blood count (CBC): baseline, then every 6–12 months if stable; sooner (2–8 weeks) if treating anemia or a hematologic condition. Thyroid tests (TSH ± free T4): 6–8 weeks after starting or changing thyroid meds, then every 6–12 months if stable. High-sensitivity CRP (inflammation): baseline, 4–12 weeks after intervention (weight loss, smoking cessation, meds) to assess change; not useful as a daily measure. Ferritin/iron studies: 8–12 weeks after starting iron repletion; baseline and then PRN for monitoring. Vitamin D (25-OH): baseline, then 8–12 weeks after starting supplementation to confirm repletion, thereafter 6–12 months if supplementing. Testosterone (men) / estradiol (women) and reproductive hormones: baseline; 6–12 weeks after therapy changes, then every 6–12 months. PSA (men): follow clinician guidance; often discussed around ages 55–69 and then individualized — commonly checked annually or every 2–4 years depending on risk. Advanced or specialized panels (genetic risk, proteomics, metabolomics): baseline and then only as directed by specialist — these are not generally repeated frequently. Timing/fasting notes Fasting (8–12 hours) for glucose and sometimes lipid testing (although many clinics accept non-fasting lipids). Draw morning samples for hormones like cortisol and testosterone for more consistent results. Where to get tests (brands/services) Quest Diagnostics or LabCorp — widely available clinical labs accepted by doctors and insurance; good for comprehensive, physician-ordered testing. Everlywell or LetsGetChecked — convenient at-home kits for common panels (cholesterol, A1c, thyroid), good for screening and convenience but review results with a clinician. InsideTracker or WellnessFX — consumer-focused panels with lifestyle-oriented interpretation and repeat testing programs; good if you want performance/optimization guidance. Thorne/Viome — sell targeted or integrative wellness tests (vitamin D, hormones, microbiome—Viome for microbiome); useful for supplement monitoring but interpret carefully. SomaLogic or Nightingale Health — advanced proteomics/metabolomics for research or high-end personalized profiling (expensive; not routine). Additional tips After a medication change or starting a supplement, plan a check at the interval listed above (e.g., 6–8 weeks for thyroid, 8–12 weeks for vitamin D). Keep a record of testing dates and results so trends are visible. If you use a direct-to-consumer lab kit, consider having abnormal or borderline results repeated at a clinical lab (Quest/LabCorp) and reviewed by your clinician. Discuss frequency with your primary care provider — they’ll tailor it to your risk profile and insurance considerations. If you tell me which specific biomarkers you’re tracking, your age and health conditions (or medications), I can give a tailored retesting schedule and suggest the best service for those tests.

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ChatGPTJul 14, 2026, 09:35 UTC
Which blood biomarkers actually matter for longevity?

Short answer: there’s no single “longevity” blood test. But several routinely measured biomarkers are strongly tied to long-term mortality and age-related disease risk — and they’re actionable. Below I list the highest‑value markers, what they indicate, rough “good” targets used in longevity medicine, how often to check them, and a few reputable labs/services you can use. Highest‑value biomarkers (why they matter and practical targets) Lipids / atherosclerosis risk LDL‑cholesterol (and non‑HDL): main driver of atherosclerotic cardiovascular disease. Lower is usually better for longevity. Practical targets: LDL <100 mg/dL for most people; <70 mg/dL if high risk. Non‑HDL <130 mg/dL. Apolipoprotein B (ApoB): better predictor than LDL mass for particle number. ApoB <80 mg/dL is commonly used as a target. Lipoprotein(a) [Lp(a)]: genetically determined risk factor — high Lp(a) markedly raises CVD risk; measured once to know baseline. Glycemia / metabolic health HbA1c: long‑term glucose control. Higher levels predict diabetes and vascular disease. Aim <5.7% for normal; many longevity clinicians prefer <5.5% if safe. Fasting glucose, fasting insulin, HOMA‑IR: help catch insulin resistance earlier than A1c. Inflammation & immune activation High‑sensitivity CRP (hs‑CRP): a robust predictor of cardiovascular events and mortality. Desirable <1 mg/L; 1–3 moderate; >3 high. (Research/optional) IL‑6 and TNFα are informative but less available clinically. Kidney & filtration markers Serum creatinine / eGFR: chronic kidney disease increases mortality risk. Cystatin C: more sensitive eGFR marker in some people and useful for combined eGFR equations. Urine albumin/creatinine ratio: early kidney damage predictor. Liver health / metabolic stress ALT, AST, GGT: elevated GGT especially correlates with metabolic disease and mortality risk. Hematology & frailty signals Complete blood count (CBC), especially hemoglobin and RDW (red cell distribution width). High RDW consistently predicts higher mortality and frailty. Cardiac stress NT‑proBNP or BNP: sensitive for occult heart strain/failure and predictive of outcomes even at “low” elevations. Nutrition / modifiable deficiencies 25‑hydroxy vitamin D (target commonly 30–50 ng/mL), B12, ferritin (iron stores) — extremes relate to poor outcomes. Thyroid TSH (with free T4/free T3 as needed): both low and high thyroid function affect aging/metabolism. Coagulation markers (in some situations) D‑dimer, fibrinogen: higher levels associate with clotting risk and mortality in older adults. Advanced/optional markers for a deeper view ApoB particle count, advanced lipoprotein testing. Lp‑PLA2, lipoprotein subfractions. Telomere length and epigenetic clocks (DNAm GrimAge, Horvath clocks): give a biological‑aging estimate (research/interpretive, not diagnostic). Proteomics/metabolomics (e.g., SomaLogic, Nightingale) can predict risk decades ahead but are mainly for research/precision programs. Which tests and services to use (reputable options) Clinical labs (standard, clinician‑grade) Quest Diagnostics and Labcorp — broad menu (lipids, ApoB, hs‑CRP, HbA1c, cystatin C, NT‑proBNP, vitamins). Your local hospital/academic center for specialty tests and nephrology/cardiology follow‑up. Consumer/precision wellness services (good for integrated interpretation) InsideTracker — aggregates labs, gives personalized targets and lifestyle interventions. Thorne WellConnect — at‑home sample kits tied to practitioners and actionable plans. Everlywell / LetsGetChecked — convenient at‑home collection for core panels, but verify what’s included. Advanced aging / research‑grade tests TruDiagnostic (epigenetic clocks), Life Length / TeloYears (telomere length), and SomaLogic or Nightingale Health for proteomics/metabolomics. How often to test Baseline: get a comprehensive baseline (CBC, CMP, lipid panel + ApoB/Lp(a), hs‑CRP, HbA1c, fasting glucose+insulin, vitamin D, TSH, urine albumin). Routine: annually for most healthy adults; every 3–6 months if you’re changing therapy (statins, weight loss, glucose management) or if abnormalities exist. Advanced tests (epigenetic/proteomic): once yearly or as recommended by the testing service — they’re best used to track trends over time. What to do with abnormal results Most of these markers are modifiable: diet (Mediterranean/plant‑forward), exercise (aerobic + resistance), sleep, smoking cessation, weight loss, and blood‑pressure control lower risk across markers. Medications (e.g., statins, antihypertensives, metformin) can be highly effective where appropriate — discuss with a clinician. Recheck after lifestyle changes or treatment adjustments to confirm improvement. Caveats Biomarkers are risk indicators, not guarantees. They must be interpreted in context (age, sex, family history, medications). Some advanced tests are still research-focused and add cost without clear, evidence‑based interventions. Always review results with a qualified clinician before starting or stopping medications. If you want, I can: Suggest a single “starter” lab panel you can order now (exact test names and typical targets), or Recommend which advanced test(s) make sense given your age, family history, and current health.

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ChatGPTJul 12, 2026, 12:17 UTC
How much does a full biomarker panel cost?

Short answer: it depends a lot — expect anywhere from about $50 for a few routine labs up to $1,000–5,000+ for very large proteomic/metabolomic research panels. Most “full” consumer wellness panels fall in the $150–600 range. Key factors that change cost Which biomarkers (basic chemistry, CBC, lipids, hormones, micronutrients, inflammatory markers, microbiome, proteomics/metabolomics, genetics). Who orders/does the test (doctor + insurance, direct-to-consumer lab, or specialty functional/proteomic company). Sample type (blood draw vs at‑home fingerstick/saliva/stool). Geography and lab pricing. Example price ranges and providers (names and why) Basic clinical set (CBC + CMP + lipid panel + A1c): $50–$300 if paying out of pocket. Major labs: Quest Diagnostics or LabCorp — widely available, tests ordered by a clinician or sometimes via employer/telehealth. Good if you want standard clinical results that many doctors will accept. Expanded wellness panels (add hormones, vitamin D, thyroid, inflammation markers): $150–$600. Direct‑to‑consumer options: InsideTracker, WellnessFX, Everlywell, LetsGetChecked — convenient, with interpretation and lifestyle guidance. Functional medicine / specialty panels (micronutrient testing, comprehensive hormone panels, advanced GI/stool tests): $200–$1,200. Providers: Genova Diagnostics, Vibrant Wellness — used by integrative clinicians; cover many niche markers not on routine labs. Advanced metabolomics / proteomics (research-grade panels, hundreds–thousands of biomarkers): $1,000–$5,000+ per sample. Providers: SomaLogic, Olink, Nightingale Health — used in research and specialized clinical programs; expensive but very high dimensional. Genetic testing (SNP panels / nutrigenomics): $100–$400 (23andMe, Ancestry, some clinical genetic labs), though interpretive services can add cost. Practical tips If you have health insurance, ask your clinician to order the tests — many routine panels are covered when medically indicated (your out‑of‑pocket cost will be lower). For general wellness tracking, DTC companies (InsideTracker, Everlywell, LetsGetChecked) balance price, convenience, and interpretation. For very comprehensive functional or proteomic testing, expect higher costs and plan to review results with an informed clinician. Shop around: LabCorp and Quest publish many prices, and DTC sites list package prices. Telehealth services often bundle physician ordering with lab draws. If you tell me which biomarkers you want measured (e.g., hormones, vitamins, inflammation, gut microbiome) and whether you’ll use insurance or want at‑home testing, I can recommend 2–3 specific panels and give approximate costs.

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ChatGPTJul 9, 2026, 09:36 UTC
Which blood biomarkers actually matter for longevity?

Short answer: the blood markers that most consistently predict long-term health and mortality are those that capture cardiometabolic risk, systemic inflammation, kidney/liver function, anemia/hematologic health, nutritional status, and (increasingly) cardiac biomarkers and advanced “omics” clocks. Below is a prioritized list, why each matters for longevity, what to watch for, and practical places to get them tested. Top priority markers (strongest evidence for predicting mortality/longevity) Lipids and lipoproteins Tests: standard lipid panel (total cholesterol, LDL-C, HDL-C, triglycerides) plus ApoB and/or LDL particle number (LDL‑P) and Lp(a) when possible. Why: atherosclerotic cardiovascular disease is the leading cause of death; ApoB/LDL‑P and Lp(a) are better single predictors of atherogenic particle burden than LDL‑C alone. Practical targets (general): lower ApoB and LDL‑P are better; Lp(a) ideally <30–50 mg/dL. Discuss risk thresholds with clinician. Glycemic control / insulin resistance Tests: HbA1c, fasting glucose, fasting insulin (or HOMA-IR); consider an oral glucose tolerance test or continuous glucose monitoring (CGM) if concerned about variability. Why: chronically elevated glucose/insulin resistance predicts diabetes, cardiovascular disease, and lower lifespan. Target: HbA1c <5.7% (non-diabetic); aim for fasting glucose in normal range and low fasting insulin. Systemic inflammation Tests: high-sensitivity C‑reactive protein (hs‑CRP); IL‑6 or fibrinogen are useful if available. Why: chronic low-grade inflammation accelerates many aging processes and predicts mortality. Practical: hs‑CRP <1 mg/L is low risk; 1–3 moderate; >3 mg/L higher risk. Kidney function Tests: serum creatinine + eGFR, cystatin C (if possible), urine albumin-to-creatinine ratio (ACR). Why: reduced kidney function and albuminuria strongly predict cardiovascular events and mortality. Cardiac biomarkers (especially in middle-aged/older adults) Tests: NT-proBNP and high-sensitivity troponin (hs‑Tn). Why: detect subclinical heart strain and predict future heart failure and death earlier than symptoms. Hematology / cellular health Tests: CBC with differential; pay attention to hemoglobin, hematocrit, and red cell distribution width (RDW). Why: anemia and elevated RDW are reproducible predictors of mortality across ages. Liver health Tests: ALT, AST, GGT, alkaline phosphatase, albumin. Consider nonalcoholic fatty liver disease risk if elevated (Fibrosis scores or imaging). Why: liver dysfunction and fatty liver disease are tied to metabolic syndrome and higher mortality. Micronutrients and metabolic markers Tests: 25‑OH vitamin D, B12, folate, ferritin (and transferrin saturation/iron if concerned), homocysteine. Why: deficiencies or iron overload increase disease risk and impair healthspan. Omega‑3 index Tests: RBC omega‑3 index (EPA+DHA). Why: higher omega‑3 index (commonly >8%) is associated with lower cardiac death risk. Emerging / research-grade but increasingly used ApoA1/ApoB ratio, advanced metabolomics or proteomics (e.g., Nightingale, Olink, SomaScan), NMR LipoProfile (for LDL‑P), and DNA methylation (epigenetic) clocks (e.g., Horvath/PhenoAge via TruDiagnostic). Why: offer refined risk estimates or biological-aging readouts, but interpret cautiously and with clinical context. How to prioritize testing and frequency Baseline for most adults: annual to every 2–3 years for the core panels (lipids, glucose/HbA1c, hs‑CRP, CBC, CMP for liver/kidney, vitamin D). If abnormal or higher risk, test more often. Cardiac biomarkers (NT‑proBNP/hs‑Tn) and Lp(a) can be useful once as a baseline in middle-aged/older adults or those with family history. Use trends over time — trajectories matter more than a single isolated value. Where to get tests and services (specific names) Standard clinical labs: Quest Diagnostics and LabCorp — broad test menus, widely accepted by clinicians and insurance. Direct-to-consumer / home kits: Everlywell, LetsGetChecked, HealthLabs — convenient for basic panels (verify which tests they offer). Longevity-focused services with interpretation and action plans: InsideTracker — integrates blood biomarkers, genetics, gives actionable lifestyle recommendations and target ranges. TruDiagnostic — DNA methylation/epigenetic clocks, useful if you want biological-age measures (research/interpretive). OmegaQuant — for omega‑3 index testing. Nightingale Health (or similar metabolomics providers) and SomaLogic/Olink (proteomics) for advanced profiling if you want deep phenotyping (usually expensive/research-focused). For advanced lipid particle testing: LabCorp’s NMR LipoProfile or Quest offers options via specialty labs. Practical points and caveats The most impactful things for improving these markers (and longevity) are proven: stop smoking, maintain healthy weight, regular aerobic + resistance exercise, Mediterranean-type diet, control blood pressure and lipids, treat diabetes and metabolic syndrome, adequate sleep and stress management. Single tests are less useful than repeat measurements and clinical context (age, family history, medications). Always review abnormal results with a clinician before acting. Some advanced tests (epigenetic clocks, metabolomics) are informative but still evolving for clinical decision-making — use them to guide lifestyle rather than as definitive medical diagnoses. If you have a family history of early heart disease or unusual lab abnormalities, see a preventive cardiologist or a clinician who focuses on metabolic/aging medicine. If you’d like, tell me your age, sex, medical history and any recent lab results you have and I can prioritize which markers matter most for you and suggest tests and target ranges to discuss with your clinician.

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ChatGPTJun 22, 2026, 09:35 UTC
How much does a full biomarker panel cost?

Short answer: it depends a lot on what you mean by “full.” Prices range from a few dozen dollars for basic blood panels to many hundreds or even thousands for broad, high‑resolution biomarker or “omics” panels. Typical price ranges (US, approximate) Basic individual tests (CBC, CMP, lipid panel, HbA1c): $10–$75 each if you pay cash at Labcorp/Quest or use a low‑cost clinic. Standard “full” lab panel / annual wellness panels (multiple routine tests bundled — CBC + CMP + lipids + thyroid, etc.): $100–$400 (cash prices vary by provider and package). Consumer health + interpretation packages (personalized reports with lifestyle recommendations): $150–$600. Advanced biomarker/omics panels (large proteomics, metabolomics, or multi‑hundred‑marker panels, or detailed cardiovascular risk profiling): $500–$3,000+ (highest end for research‑grade proteomics or multi‑omics). Epigenetic / DNA methylation “biological age” tests: ~$100–$400 depending on provider and clock used. How insurance affects cost If a clinician orders tests for a medical reason, insurance often covers them (copay/deductible applies). Direct‑to‑consumer (DTC) and wellness packages typically are not covered by insurance. Specific providers I recommend (and why) Quest Diagnostics / Labcorp — Widely available national lab networks; low cash prices for standard tests and many doctor‑ordered tests are covered by insurance. Everlywell / LetsGetChecked — At‑home sample collection kits with transparent pricing and quick results; good for convenience (STD, hormones, common blood panels). InsideTracker — Focuses on personalized interpretation and lifestyle recommendations; good if you want an evidence‑based guide to act on your results. WellnessFX (or similar health optimization services) — Combines labs + clinician review + lifestyle coaching; good for ongoing monitoring and coaching. TruDiagnostic — Well‑regarded for DNA methylation (epigenetic) age testing if you want biological age metrics. SomaLogic / Olink — Leaders in high‑throughput proteomics and deep biomarker discovery; used when you want a very large panel for research or specialty clinical insights (costs are high). Your primary care / concierge medicine / local hospital lab (e.g., Mayo Clinic, Cleveland Clinic) — Best if you need medically necessary ordering, comprehensive clinical oversight, or high‑quality specialty testing. If you tell me: which biomarkers you want measured (e.g., thyroid, lipids, vitamin D, sex hormones, inflammatory markers, epigenetic age, proteomics), and whether you want at‑home testing or clinician‑ordered labs, I can give a more precise price estimate and recommend a specific provider/package.

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ChatGPTJun 17, 2026, 13:04 UTC
How much does a full biomarker panel cost?

Short answer: it depends a lot on what you mean by “full.” Prices range from about $20–$200 for basic bloodwork up to $300–$1,000+ for very comprehensive panels, and $2,000–$10,000 for advanced proteomics/genomics or executive physicals. More detail and concrete options 1) Basic clinical panels (CBC, CMP/metabolic panel, lipid panel, HbA1c, TSH) Typical cash cost: $20–$150. Where: Quest Diagnostics or Labcorp (widely available; insurance often covers when ordered by a clinician). Why choose: cheap, commonly used, and usually a good first step for overall health screening. 2) Expanded “wellness” panels (adds vitamin D, B12, ferritin, CRP, insulin, extra hormones) Typical cost: $100–$400. Where: Direct-to-consumer services like InsideTracker, WellnessFX, Everlywell, LetsGetChecked. Why choose: convenient, includes interpretation and personalized recommendations (InsideTracker and WellnessFX emphasize science-backed recommendations). 3) Micronutrients, fatty acids, and specialty nutrition tests Typical cost: $200–$500. Where: SpectraCell (micronutrient testing), OmegaQuant (fatty acids). Why choose: useful when you suspect deficiencies not captured by standard labs. 4) Advanced cardiovascular and hormone testing (NMR lipoprotein profile, ApoB, advanced inflammatory markers, full sex-steroid panels) Typical cost: $150–$600. Where: Labcorp/Quest for many advanced tests; DUTCH Test (Precision Analytical) for comprehensive hormone metabolites. Why choose: if you need finer cardiovascular risk stratification or detailed hormone metabolism info. 5) Proteomics / large biomarker discovery / multi-omics Typical cost: $2,000–$10,000+. Where: SomaLogic (SomaScan), Olink, research/clinical specialty labs. Why choose: research-grade, not generally needed for routine health management. 6) Executive/annual physical packages Typical cost: $500–$3,000+, varies by clinic and included tests/imaging. Where: private clinics, concierge medicine providers. Why choose: includes imaging, specialist consults and a broad battery of tests. Practical tips Insurance: many tests are covered when ordered by a clinician for a medical reason; direct-to-consumer kits typically aren’t covered. If cost is a concern, start with core labs (CBC, CMP, lipid, HbA1c, TSH, vitamin D) then add targeted tests based on those results and symptoms. Ask for lab test CPT codes and shop cash prices at Quest/Labcorp or use online price-comparison tools. If you tell me what you want to screen for (general wellness, hormones, cardiovascular risk, nutrient deficiencies, or a specific symptom), I can recommend a specific package and give a tighter price estimate.

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