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Medical Disclaimer, Methodology & Limitations

event_available Effective date: June 6, 2026 update Last updated: June 6, 2026
On this page
  1. The disclaimer
  2. In an emergency
  3. What AllerTrac does
  4. The four result states
  5. How confidence works
  6. Important limitations
  7. Your responsibility
  8. Reporting data problems
  9. Contact

§ The disclaimer

AllerTrac is an ingredient-matching assistant. It does not diagnose, treat, cure, or prevent any condition. It does not determine whether a product is safe. Results depend on available ingredient text, OCR quality, product-data freshness, and the user's configured avoid-list. Always read the printed package label and consult a qualified healthcare professional for medical advice.

This wording is intentionally identical to the in-app disclaimer surfaced on results. The app and this page are kept in sync.

! In an emergency

emergency

AllerTrac is not an emergency tool. If you or someone in your care is having a severe allergic reaction (for example, difficulty breathing, swelling, or anaphylaxis), use your emergency medication (such as an epinephrine auto-injector) if prescribed and contact your local emergency services immediately. Do not rely on the app in an emergency.

1 What AllerTrac does

AllerTrac compares the ingredients, “may contain” notes, and shared-facility statements available for a product against the avoid-list you configure for each profile. Matching is performed by a deterministic rule engine: the same inputs always produce the same result. Artificial intelligence is never the authority for a risk result; at most it helps read or propose text, which you review.

Every result names the exact triggering ingredient, where it was found (ingredient list, “may contain”, or shared facility), the data source, and a confidence level.

2 The four result states

AllerTrac never says a product is “safe”, “approved”, or “all clear”. Instead it uses four states:

cancel
Flagged ingredient found
An item on your avoid-list was directly matched in the product text.
warning
Review before using
A precautionary note, an ambiguous term, or a conflict between data sources needs your judgement.
check_circle
No flagged ingredients found
Nothing on your avoid-list matched the available text. This is not a guarantee that the product is safe.
help
Not enough information
There was not enough readable ingredient text to evaluate (for example, a blurry photo or a product not in the database).

3 How confidence is determined

Confidence reflects the quality and freshness of the underlying data — for example, a recently verified barcode-database entry with a full ingredient list yields higher confidence than a sparse list or a low-quality label photo. A confidence level and, where available, a percentage are shown with every result.

4 Important limitations — please read

  • Data can be wrong or stale. Product databases (including crowd-sourced sources such as Open Food Facts) can be incomplete, outdated, or incorrect. Manufacturers change formulations without notice.
  • OCR is imperfect. Photographing a label can misread small, glossy, curved, or low-contrast text. Low-confidence reads are reported as “Review” or “Not enough information”, not guessed.
  • “No flagged ingredients found” ≠ safe. AllerTrac cannot detect cross-contamination it is not told about, cannot account for your individual tolerance thresholds, and cannot catch an allergen that is mislabelled or absent from the available text.
  • Source conflicts default to caution. When barcode/database data and the printed label disagree, AllerTrac asks you to trust the printed package and review.
  • Your configuration matters. Results are only as complete as the avoid-list and strictness settings you configure for each profile.
  • Not a medical device. AllerTrac provides organisational and ingredient-matching assistance only. It is not a medical device and does not provide medical advice, diagnosis, or treatment.

5 Your responsibility

You are responsible for your final decision about any product. Always read the printed package label before purchasing or consuming a product, and consult a qualified healthcare professional (such as an allergist) for medical advice about allergies, sensitivities, and emergency planning.

6 Reporting data problems

If you find wrong or missing ingredient data on a product, use “Report an issue” from any result, or email support@allertrac.com. Corrections help improve the underlying data but do not change your responsibility to verify the label.

7 Contact

support@allertrac.com · https://www.allertrac.com/support

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