Transparency

PetStorie Data Sources

PetStorie is a general dog breed research site. Our guides are designed to help readers compare breeds, understand daily care trade-offs, and prepare better questions for veterinarians, trainers, breeders, rescues, and shelters.

Source Categories We Use

Named Reference Organizations

Individual guides now list the pages consulted for that article. The following organizations form the core reference set. A link in this list does not imply that the organization endorses PetStorie.

How Article Source Lists Work

A source appears on an article only when it was used to check material on that page. Each entry names the organization, page, URL, and access date. The source list supports the general breed-level statements in the guide; it does not certify the health or behavior of an individual dog.

Visual Materials

PetStorie uses locally hosted licensed photographs where an article provides an image credit. New editorial visuals may be AI-assisted illustrations and are labelled on the relevant guide. They are used to show general breed appearance or a care setting, never as proof of an editor's personal ownership, a veterinarian's assessment, a rescue case, or an individual dog's health or temperament.

Sources may disagree or describe a broad range. PetStorie keeps that uncertainty visible instead of turning a planning range into a guarantee. When a claim concerns a symptom, diagnosis, treatment, or individual safety decision, the article directs the reader to a veterinarian or qualified behavior professional.

Owner-reported sections are qualitative editorial syntheses. They are not presented as a statistically representative survey or as interviews conducted by PetStorie unless the page publishes the method and participant information needed to verify that claim.

Tool Methodology

Household Fit Data: From Labels to Decisions

The published breed data, breed directory, Finder, Selector, and calculator presets share the same published breed records. These records are an editorial synthesis of public sources, not original experiments or an owner survey. Sharing the labels does not make every tool's output the same kind of measurement.

What each decision tool does with breed information
ToolHow it uses the informationWhat to check next
Dog Breed Finder Orders research candidates using six shared labels, fixed editorial weights, and additional training, size, and activity penalties. Cards show matching labels and the largest ranking penalty instead of a numeric score. Label differences are symmetric: extra owner capacity can still lower the ranking. This is not a validated suitability measure. Complete the separate cooling, weekday care, and veterinary-access checks; unresolved plans remain visible above the candidates. These self-reported answers do not change the order or verify suitability. Read each caution, available field evidence, and full guide before discussing the individual dog.
Dog Breed Selector Displays two shared records and filters a shortlist by priority and grooming tolerance. The shortlist shows the first eight qualifying records in dataset order, not a best-to-worst ranking. Compare the owner cautions and follow each guide's sources; a shared label can hide different daily care needs.
Dog Cost Calculator Uses size, grooming, training, health-risk, and cost labels to set broad presets. Food spending is a separate user choice. Results explain the preset rules and additional planning buffer; dollar ranges are assumptions, not observed owner spending. Follow the result's field evidence and breed guide links, then use its quote checklist to check care costs, insurance exclusions, and emergency access for the individual dog.
Dog Fit Score Cards Uses separately maintained 1-to-5 editorial levels. These are not calculated from the shared low, medium, and high labels or the Finder score. Read the card's rubric and guide; a breed's position in the Finder cannot be converted into a score-card level.

Evidence and review limits: field-level evidence coverage is partial. The evidence notes below distinguish supported care facts from provisional category mappings and unvalidated cost assumptions. Each record links to its guide, where page-level sources can be checked, but a guide's source list does not validate every tool rule. The shared labels and tool methods are not professionally reviewed. Source checking is not veterinary or behavior-professional approval; see the editorial policy for review and attribution standards.

The Dog Fit Score Cards use whole-number editorial levels from 1 to 5. They are not survey percentages or medical risk predictions. The page publishes the rubric and explains how the direction changes between a fit score and a demand or risk score.

The Dog Cost Calculator uses broad United States planning ranges in 2026 US dollars. It shows the monthly categories included in the estimate and excludes purchase price, licensing, a specific emergency, and treatment of a diagnosed condition. Local quotes should replace every category before an owner makes a financial decision.

Household Fit Dataset: Field Evidence

6 of 66 published breed records have field evidence notes. Coverage is limited to the fields shown, not the whole record. This is an editorial synthesis of public guidance, not original research or an owner survey. The same notes are included in the Household Fit Dataset download.

A source can support a care concern without validating our category boundary. Exercise labels are not minute targets; grooming labels do not set salon bills; health labels are not disease probabilities. Cost categories remain unvalidated planning assumptions. A dataset update date does not mean every field was checked that day; use the dated notes and source access dates for the individual record.

Golden Retriever

Read the Golden Retriever guide

Read Golden Retriever field evidence and limits

Source check: 2026-10-12. Review status: not professionally reviewed.

Scope: Adult Golden Retriever household planning. Puppies, seniors, and dogs with symptoms need individual veterinary advice. Only the seven fields below were checked.

Confidence and mapping limits: Sources support care tasks and screening questions, not validated category boundaries. Health and training labels cannot rank individual dogs; cost remains an unvalidated assumption.

Exercise: high

Editorial synthesis. PDSA describes substantial daily activity with play and training. High signals time to plan, not a compulsory duration or safe endurance target for every dog. Ask a veterinarian about limitations.

Shedding: high

Editorial synthesis. PDSA describes considerable shedding and extra brushing during coat changes. High is a cleaning expectation, not a measured quantity of hair.

Grooming: medium

Editorial synthesis. PDSA advises brushing several times weekly, increasing during coat changes. Medium represents recurring home coat care; it does not specify salon visits or prices.

Training: easy

Editorial synthesis. PDSA describes responsiveness to reward-based teaching. Easy remains a provisional label, not a promise of reliable recall, calm behavior, or little training effort.

Health risk: high

Editorial synthesis. PDSA describes joint and eye concerns; GRCA recommends parental hip, elbow, eye, and heart screening. High flags planning attention, not measured disease prevalence or proof that Goldens are less healthy than breeds labelled medium. Discuss the individual dog's records with a licensed veterinarian.

Cost level: medium

Unvalidated planning assumption. PDSA lists food, preventive care, insurance, and paid support costs. Its UK estimates do not validate this category or the calculator's US ranges. Replace presets with local quotes; medium does not cap medical spending.

Caution: Needs daily activity, brushing, weight control, and health screening awareness.

Editorial synthesis. PDSA supports activity, coat care, and weight monitoring. GRCA explains how buyers can check parental screening records by registered name or number; clearances cannot exclude every future illness.

French Bulldog

Read the French Bulldog guide

Read French Bulldog field evidence and limits

Source check: 2026-10-05. Review status: not professionally reviewed.

Scope: Breed-level adult care planning; puppies, seniors, and dogs with symptoms need individual veterinary advice. Only the fields below have evidence notes.

Confidence and mapping limits: Sources support the care concerns, not a validated low/medium/high scale. Category boundaries remain editorial judgments.

Exercise: low

Editorial synthesis. PDSA recommends shorter sessions and warns about overheating. Its summary says a one-hour minimum while its exercise section says up to an hour. The low label is provisional, not a daily minute target or permission to skip activity; ask a veterinarian about the individual dog's tolerance.

Grooming: medium

Editorial synthesis. PDSA describes weekly brushing plus keeping facial folds clean and dry. Medium includes fold care, not just coat brushing; it does not establish professional grooming frequency or a salon price.

Health risk: high

Editorial synthesis. PDSA lists airway, eye, skin-fold, and spinal concerns; Cornell explains BOAS. High flags veterinary planning needs, not a disease probability or a prediction that every French Bulldog is affected.

Cost level: high

Unvalidated planning assumption. PDSA identifies ongoing care and potential veterinary bills, but its UK minimum is not evidence for a US dollar range or this high category. Obtain local care and insurance quotes; the calculator's reserve and food presets remain unvalidated.

Caution: Plan short activity sessions in cool conditions, ask a veterinarian about breathing and exercise tolerance, and check insurance exclusions and emergency care access.

Editorial synthesis. PDSA supports activity and coverage checks; Cornell describes variable airway impairment and respiratory emergencies. A breathing crisis requires immediate emergency veterinary care; this planning caution is not a treatment plan.

Pembroke Welsh Corgi

Read the Pembroke Welsh Corgi guide

Read Pembroke Welsh Corgi field evidence and limits

Source check: 2026-10-12. Review status: not professionally reviewed.

Scope: Adult Pembroke Welsh Corgi household planning, not Cardigan-specific advice. PDSA's broader Welsh Corgi page is used only alongside Pembroke parent-club material. Only the seven fields below were checked.

Confidence and mapping limits: Care requirements have source support; category boundaries remain provisional editorial judgments. Health labels are not prevalence estimates. The club FAQ is used for shedding and barking context, not its punitive training suggestions.

Exercise: medium

Editorial synthesis. PWCCA describes an energetic herder needing regular outings; PDSA gives a broad daily exercise guide. Medium does not mean short legs need little activity or prescribe minutes. Adapt activity to age and health with a veterinarian.

Shedding: high

Editorial synthesis. PWCCA describes substantial seasonal undercoat loss. High signals household cleaning and brushing needs, not a quantified shedding rate.

Grooming: medium

Editorial synthesis. PDSA describes several brushing sessions weekly; PWCCA notes extra work during undercoat shedding. Medium is a home-care allowance, not a professional grooming schedule or cost.

Training: easy

Editorial synthesis. PWCCA describes responsiveness to gentle teaching and recommends basic training. Easy does not remove the need to teach settling or manage herding behavior; individual dogs differ.

Health risk: medium

Editorial synthesis. PWCCA discusses hip and eye screening and other inherited conditions; PDSA also flags spinal-disc concerns in Welsh Corgis. Medium is provisional, not a lower disease probability than a high-labelled breed. Ask a licensed veterinarian to interpret individual and family records.

Cost level: medium

Unvalidated planning assumption. PDSA's UK cost categories include routine care but do not establish US bills or this medium category. Obtain local food, grooming, training, and insurance quotes; screening information from PWCCA cannot predict treatment spending.

Caution: Needs weight control, bark management, and mentally useful work.

Editorial synthesis. PWCCA advises weight management and training and describes alert barking. Plan teaching and enrichment; persistent or changing behavior warrants individual assessment by a veterinarian or qualified behavior professional. This caution does not endorse punishment.

Shiba Inu

Read the Shiba Inu guide

Read Shiba Inu field evidence and limits

Source check: 2026-10-12. Review status: not professionally reviewed.

Scope: Adult Shiba Inu household planning. Behavior, exercise tolerance, and care needs vary with the individual dog. Only the seven fields below were checked.

Confidence and mapping limits: Sources support activity, coat care, containment, and screening questions. The hard training and medium health labels remain provisional; they are not comparative research results. No source validates the cost category.

Exercise: medium

Editorial synthesis. Dogs Trust describes moderate activity with daily outings and enrichment. Medium is a planning category, not a minute target; adjust for age and health with veterinary advice.

Shedding: high

Editorial synthesis. Dogs Trust describes heavy shedding. High means planning for loose hair; it is not a measurement or an allergy-safety claim.

Grooming: medium

Editorial synthesis. Dogs Trust highlights shedding and gradual, positive handling practice. Medium includes coat care and learning to tolerate grooming; the source does not establish a salon schedule or price.

Training: hard

Editorial synthesis. NSCA stresses containment and realistic owner expectations; Dogs Trust recommends reward-based life skills. Hard is a provisional management label, not evidence of slower learning or an inability to train.

Health risk: medium

Editorial synthesis. NSCA recommends parental hip, eye, and patella checks. Dogs Trust recommends an individual veterinary discussion before purchase. Medium does not estimate disease probability or prove lower risk than a high-labelled breed; screening cannot guarantee future health.

Cost level: medium

Unvalidated planning assumption. Dogs Trust recommends discussing potential care costs with a vet; NSCA identifies contract and ownership expenses. Neither provides representative US spending or validates medium. Price training, secure containment, insurance, and routine care locally before relying on calculator presets.

Caution: Best for owners who accept independence, leash discipline, and secure fencing.

Editorial synthesis. NSCA supports secure off-lead areas and leash management elsewhere. Independence is an editorial description, not evidence that a Shiba tolerates long absences. Check the individual dog's history and your daily supervision plan.

Pug

Read the Pug guide

Read Pug field evidence and limits

Source check: 2026-10-05. Review status: not professionally reviewed.

Scope: Breed-level adult care planning; puppies, seniors, and dogs with symptoms need individual veterinary advice. Only the fields below have evidence notes.

Confidence and mapping limits: Sources support the care concerns, not a validated low/medium/high scale. Category boundaries remain editorial judgments.

Exercise: low

Editorial synthesis. PDSA advises shorter walks, play, and mental activity, with heat and breathing limits. Low describes an editorial activity category, not no exercise or a fixed safe duration; individual tolerance needs veterinary assessment.

Grooming: medium

Editorial synthesis. PDSA describes substantial shedding, at least weekly brushing, and careful drying of folds. Medium includes skin-fold care despite the short coat; it does not predict a monthly grooming bill.

Health risk: high

Editorial synthesis. PDSA identifies breathing, eye, and skin concerns; Cornell includes Pugs among breeds affected by BOAS. High calls for veterinary planning, not a prevalence estimate or a diagnosis.

Cost level: high

Unvalidated planning assumption. PDSA's UK minimum and list of expenses do not validate a high US cost category or prove Pugs cost more than Boston Terriers. Price local care and policy exclusions before relying on a calculator preset.

Caution: Needs weight control, heat avoidance, fold care, and veterinary attention for breathing or eye issues.

Editorial synthesis. PDSA connects weight, heat, folds, and eye care with ownership needs. Cornell supports urgent escalation: a breathing crisis needs immediate emergency veterinary care, not a routine appointment.

Boston Terrier

Read the Boston Terrier guide

Read Boston Terrier field evidence and limits

Source check: 2026-10-05. Review status: not professionally reviewed.

Scope: Breed-level adult care planning; puppies, seniors, and dogs with symptoms need individual veterinary advice. Only the fields below have evidence notes.

Confidence and mapping limits: Sources support the care concerns, not a validated low/medium/high scale. Category boundaries remain editorial judgments.

Exercise: medium

Editorial synthesis. PDSA describes lively play and heat limits. Its summary says a one-hour minimum while the exercise text says up to an hour. Medium is provisional, not evidence of greater exercise tolerance than a Pug or French Bulldog; discuss the individual dog with a veterinarian.

Grooming: low

Editorial synthesis. PDSA describes weekly coat grooming. Low refers to routine coat effort, not absence of eye, dental, nail, or other care; it is not a professional grooming quote.

Health risk: high

Editorial synthesis. PDSA identifies airway and eye concerns; Cornell includes Boston Terriers in its BOAS guidance. High is a care-planning flag, not a numerical comparison with the other two breeds or a diagnosis.

Cost level: medium

Unvalidated planning assumption. PDSA's cost categories exclude illness or injury treatment from the stated estimate. They do not validate medium or establish lower US lifetime costs than a Pug or French Bulldog. Replace presets with local quotes and the dog's medical history.

Caution: Avoid heat stress and watch breathing or eye issues with veterinary guidance.

Editorial synthesis. PDSA supports heat and eye cautions. Cornell explains respiratory impairment and emergency escalation; a breathing crisis requires immediate emergency veterinary care. A short coat and medium cost label do not remove that risk.

How We Use Data

PetStorie treats breed facts as planning ranges. A guide may describe a dog as high energy, heavy shedding, expensive to groom, heat sensitive, or difficult for first-time owners, but those labels are starting points. Individual dogs vary by genetics, age, health, training, environment, early socialization, and owner routine.

When we discuss health risks, the purpose is to help readers ask better questions and notice when professional care may be needed. We do not diagnose conditions, recommend medication, replace veterinary exams, or claim that every dog of a breed will develop a listed condition.

Personal dog ownership experience may influence which practical questions PetStorie highlights, such as grooming routines, daily exercise, cost surprises, and household fit. It is not used as proof for medical claims, breed-wide behavior claims, or health-screening recommendations.

Tool examples are illustrative planning scenarios unless they are identified as a documented first-hand owner note. They do not represent a survey, a case study, or the personal history of the editor. This distinction keeps examples useful without turning generated scenarios into evidence.

Public Breed Data Snapshot

The published breed dataset exposes the same editorial comparison labels used in the public breed directory. It includes only records whose full guide is live and source-reviewed. The JSON file is updated with the site and is provided for transparent comparison, citation, and error checking; it is not a scientific dataset, prevalence study, veterinary risk model, or substitute for evaluating an individual dog.

Labels such as low, medium, high, apartment, first-time, or experienced are deliberately broad. Anyone citing the dataset should link to this methodology, preserve the update date, and describe the values as PetStorie editorial planning labels. Linking and citation are encouraged; copying or republishing the complete dataset requires permission.

What We Avoid

Corrections

If a page appears outdated, unclear, or inconsistent with a reliable source, please report the page URL and concern through the contact page. We review correction requests for factual accuracy, reader safety, source clarity, and wording that may overstate certainty.