आहारांक
AaharAnk v2.1
A Candidate Front-of-Pack Nutrition Labelling Framework
Proposal for Scientific Review and Maharashtra Pilot Consideration
Submitted to: Commissioner, Food and Drug Administration, Maharashtra
August 2026
PROPOSED: OPEN SOURCE — CC BY 4.0
अ
उत्तम
Higher Quality
आ
अच्छा
Good Quality
इ
ठीक
Moderate
ई
सोच-समझकर
Consume Mindfully
उ
कम खाएं
Limit Frequency
Important: AaharAnk is a candidate framework proposed for independent scientific evaluation, consumer testing, and regulatory consideration. It is not a government-approved, validated, or mandated system. Grade thresholds are provisional and require calibration against a representative Indian product dataset before use in production grading. The AaharAnk grade compares nutritional composition of eligible packaged foods under the stated methodology. It is not medical advice, does not determine individual dietary suitability, and does not replace the full nutrition and ingredient declaration.

1. Executive Decision Brief

This submission requests two specific actions from the Commissioner, FDA Maharashtra — not immediate endorsement or mandating:

  1. Commission an independent scientific review of the AaharAnk methodology, algorithm, and grade thresholds by a qualified food-science panel
  2. Support a controlled staged pilot study in Maharashtra to measure consumer comprehension, behaviour, and implementation feasibility before any policy recommendation is made to FSSAI

AaharAnk is being proposed as a public good. No commercial benefit is sought. The complete methodology is proposed to be released under Creative Commons Attribution 4.0 (CC BY 4.0), subject to legal review of the intellectual property model. The name and badge design will be protected by trademark solely to ensure accurate use — licensing is free for all compliant adopters.

2. The Public Health Imperative

101M
Indians estimated to have diabetes in 2021
ICMR-INDIAB1
136M
Indians estimated to have prediabetes in 2021
ICMR-INDIAB1
5.87M
Deaths attributed to NCDs per year in India — approximately 60% of all deaths
WHO NCD India2

The ICMR-INDIAB study1 estimated that in 2021, 101 million people in India had diabetes and 136 million had prediabetes. These are observation-period estimates, not current-year projections. The study also recorded hypertension prevalence at 35.5%, generalised obesity at 28.6%, and abdominal obesity at 39.5%.

Note on statistics: This submission uses estimates from the ICMR-INDIAB study as published. Figures for NCD mortality (60% of deaths) are drawn from WHO country data. Claims such as "India is the diabetes capital of the world" are not used here as they require a verified global comparison dataset not available in this document.

Diet-related NCDs impose an escalating burden on Indian households and the public health system. Ultra-processed food consumption in India grew significantly between 2012 and 2019, though precise percentage figures vary by study and measurement method. WHO recognises FOPL as an important policy tool to support consumers in making informed food choices.3

3. The Regulatory Context

2013
Delhi High Court directs FSSAI to formulate rules for food high in fat, sugar and salt (HFSS). [Primary source: Delhi HC order — citation to be confirmed]
2018
FSSAI first drafts FOPL regulations. Withdrawn after stakeholder consultation. [Primary source: FSSAI notification — citation to be confirmed]
2019–2022
Multiple consultation rounds. Over 14,000 stakeholder representations reported received. No consensus. [14,000+ figure from secondary sources — FSSAI official record outstanding]
September 2022
FSSAI proposes Indian Nutrition Rating (INR), 0.5–5 star scale. WTO notified (G/SPS/N/IND/288).4 Expert committee reportedly finds INR "unfit for finalization" — primary FSSAI committee record outstanding.
April 2025
Supreme Court (PIL by 3S and Our Health Society) directs FSSAI expert committee to submit recommendations within three months. [Primary source: SC order — official case number and URL to be inserted]
July 2025
Expert committee misses deadline. Extension sought.
30 January 2026
FSSAI compliance affidavit (Dr. Kavitha Ramasamy, Joint Director) proposes further research and systematic mapping.5
10 February 2026
Supreme Court bench (Justice JB Pardiwala, Justice KV Viswanathan) states it is expressed dissatisfaction and observed (per lawbeat.in reporting of the order) that "whatever exercise has been undertaken so far has not yielded any positive or good result."5 Four-week deadline reportedly given. [Direct quotation to be verified against official SC order text — case number outstanding]
13 March 2026
FSSAI files further affidavit, reportedly still deciding between tabular and pictorial format. [Source: adgully.com/lawbeat.in reporting — primary SC order to be confirmed]
July–August 2026
Supreme Court reportedly gives FSSAI a "last chance" (per LawBeat secondary reporting6). The bench reportedly stated "next time we will dictate the judgment" and directed FSSAI to reassess its framework with children's health as the central priority. [Quotations to be verified against official SC order before formal use] The PIL focuses on front-of-pack warnings for high sugar, salt, and saturated fat.
Clarification on July 2026 proceedings: The characterisation of a "Supreme Court direction to implement FOPL on July 15, 2026" cited in some public statements derives from MP Milind Deora's post on X (formerly Twitter), not from the official court order text.7 This submission uses cautious language consistent with verified reporting: the Supreme Court has pressed FSSAI urgently for action and warned of judicial intervention. The exact format of any mandated system remains a matter for government, expert, and regulatory determination.

4. Why Existing Options Are Insufficient for India

4.1 NutriScore (EU)

NutriScore is a well-studied front-of-pack system, validated for its European application, currently adopted by France, Germany, Belgium, the Netherlands, Luxembourg, Spain, and Switzerland. Its algorithm derives from the UK FSA Nutrient Profiling Model 2004/05.8 However, it is unsuitable for direct adoption by India for the following reasons:

Fair representation: NutriScore's limitations in an Indian context do not diminish its scientific validity for its original purpose. The case for AaharAnk does not require caricaturing competing systems.

4.2 Warning Labels (Chile model)

Nutrient-specific warning labels (high sugar, high sodium, high saturated fat) have been associated with reductions in purchase of flagged beverages in Chile following their 2016 implementation.10 Note: reported effect sizes vary by study and measurement method; purchase changes should not be equated with consumption changes without further evidence. However, warning labels only signal negative nutrients and do not communicate positive nutritional attributes. AaharAnk is proposed as a complement to, not a replacement for, warning labels. A hybrid system — five-level summary grade plus nutrient-specific warnings — is an option the validation programme will evaluate.

4.3 Indian Nutrition Rating (INR)

FSSAI's own expert committee found the proposed 0.5–5 star INR "unfit for finalization." No independent published assessment of the INR's scientific basis is available to this submission. Reports of withdrawal following 14,000+ representations (figure from secondary sources — primary FSSAI record outstanding) indicate significant stakeholder and technical concerns that any successor system must address.

5. AaharAnk — The Candidate System

5.1 Name and Concept

आहारांक (AaharAnk) is a coined Hindi/Sanskrit compound: आहार (aahar = food, nourishment) + अंक (ank = score, grade, number). The compound does not appear in any Hindi dictionary as a single term — it is an original creation. It means "Food Score."

5.2 The Five Grades

Grade Hindi Name English Label Meaning (Provisional)
अउत्तम (Uttam)Higher Nutritional QualityFavourable overall nutritional composition under this methodology
आअच्छा (Achha)Good Nutritional QualityGood overall nutritional composition under this methodology
इठीक (Theek)Moderate Nutritional QualityModerate nutritional composition — consume in balance
ईसोच-समझकरLower Nutritional Quality — Consume MindfullyBelow moderate composition — mindful consumption advised
उकम खाएंLowest Nutritional Quality — Limit FrequencyLowest composition profile under this methodology — limit frequency of consumption
Language note: Grade descriptors like "Higher Nutritional Quality" describe the product's nutritional composition as assessed by this methodology. They are not medical recommendations and do not imply that any food is "safe," "healthy," or "unhealthy" in absolute terms. Consumer comprehension of these descriptors must be tested before finalisation.

5.3 The AaharAnk Badge

अ
आ
Good
इ
ई
उ
Illustrative badge — Grade आ active. All five states shown in Technical Specification.

The badge displays all five grades simultaneously. The product's assigned grade appears at full opacity and slightly enlarged. Inactive grades appear at approximately 20% opacity. Minimum print width: 20mm. Minimum digital height: 14px.

5.4 Why Devanagari Script

Unresolved: Actual Devanagari literacy rates across Indian states vary significantly. Consumer comprehension testing across literacy levels, language groups, and regions is a mandatory requirement before the system can be characterised as "pan-Indian." This is a core deliverable of the proposed validation programme.

5.5 Pan-Indian Script Adaptability

Hindi / Marathi
अ   आ   इ   ई   उ
Tamil
அ   ஆ   இ   ஈ   உ
Telugu
అ   ఆ   ఇ   ఈ   ఉ
Kannada
ಅ   ಆ   ಇ   ಈ   ಉ
Bengali
অ   আ   ই   ঈ   উ
Gujarati
અ   આ   ઇ   ઈ   ઉ

6. Algorithm Summary

The complete algorithm, pseudocode, worked examples, and full point-allocation tables are in the accompanying AaharAnk v2.1 Technical Specification. This section provides a summary for senior review.

6.1 Declared Baseline Model

AaharAnk is derived from the UK Food Standards Agency Nutrient Profiling Model 2004/05 (Rayner M, Scarborough P, Stockley L. London: Food Standards Agency, 2004).8 This model was originally developed to regulate food marketing to children in the UK and has been in use since 2007. It is the same baseline used by NutriScore. The FSA-NPS algorithm is published academic work in the public domain — not patented or proprietary.

All departures from the FSA NPM 2004/05 are declared in the Model Change Register in the Technical Specification.

6.2 Core Formula

AaharAnk Score = N (Negative Points) − P (Positive Points)

Negative Components (N) — per 100g / 100ml

Energy (kJ)0–10 pts
Total Sugars (g)0–10 pts
Saturated Fat (g)0–10 pts
Sodium (mg)0–10 pts
Maximum N40 pts

Positive Components (P) — per 100g / 100ml

Dietary Fibre (g)0–5 pts
Protein (g)0–5 pts (FSA NPM max)
Fruit/Veg/Legumes (%)0–5 pts
Millet bonus (if eligible)+2 pts
Fermented food bonus (if eligible)+1 pt
Maximum P18 pts (eligible millet products)

Corrected score range: Theoretical minimum −18 (maximum P=18 for eligible millet product, zero N) to theoretical maximum +40 (maximum N, zero P). No operational range stated — requires Indian product dataset analysis.

6.3 Secondary Indicators (not incorporated into grade score)

IndicatorTriggerDisplayRationale
Contains Non-Sugar SweetenerAny NSS present in ingredients (acesulfame K, aspartame, sucralose, stevia, saccharin, etc.)Separate text disclosure alongside badgeWHO's 2023 conditional recommendation advises against using NSS as a means of achieving weight control or reducing NCD risk.11 The disclosure format is preferred over a grade penalty — penalising NSS in the primary score could perversely discourage manufacturers from reformulating away from added sugar.
High ProcessingProduct qualifies as NOVA Group 4Separate "High Processing" flag below badgeNOVA inter-rater reliability issues make it unsuitable as a primary grade modifier without a validated Indian decision tree. Displayed separately for transparency.

6.4 Provisional Grade Thresholds (General Foods)

Provisional only: These thresholds are provisional candidate values, provisionally adjusted without empirical calibration from NutriScore's inherited thresholds to account for the corrected score range (maximum N = 40, not 47). They require validation against a representative Indian product dataset of at least 500 products before use in production grading.
अ (Higher Quality) आ (Good Quality) इ (Moderate) ई (Lower) उ (Limit)
≤ 0 1 to 3 4 to 11 12 to 20 ≥ 21

7. Proposed Implementation Pathway

This proposal explicitly does not seek immediate mandate authority or pack-printing permission. A staged approach is proposed to build the evidence base needed for any policy recommendation.

StageTimelineActivitiesSuccess Criteria
Stage 1
Digital Pilot
Month 1–3 AaharAnk calculator deployed in a consumer app or retailer platform. Users can see grades for participating products. No physical badge yet. ≥1,000 product look-ups/week. No significant consumer complaints about grade accuracy.
Stage 2
Shelf Label Pilot
Month 4–6 Shelf edge labels in 3–5 consenting retail stores showing AaharAnk grades for stocked products. Labels clearly marked "proposed system — under evaluation." Retailer participation. Label visibility confirmed by store audit.
Stage 3
Comprehension Study
Month 4–6 Independent consumer research agency conducts comprehension study. Compare AaharAnk vowels against: Roman letters, star ratings, traffic lights, warning labels. Minimum 400 respondents across literacy/language groups. Published study report. ≥70% of respondents correctly identify अ as the most favourable grade and उ as least favourable.
Stage 4
Regulator Review
Month 7–9 FDA Maharashtra reviews pilot data. Independent scientific panel reviews algorithm. Anomaly products identified and grade disputes resolved. Written scientific review report. Anomaly list resolved.
Stage 5
Decision Point
Month 10+ Based on pilot evidence, FDA Maharashtra decides whether to recommend AaharAnk to FSSAI as a candidate FOPL framework for national consideration. Formal written recommendation to FSSAI (positive or negative). Either outcome is valid — the goal is evidence-based decision-making.

8. Governance Structure

AaharAnk's governance is designed to maintain scientific independence, public accountability, and freedom from commercial capture.

BodyRoleComposition
Scientific Advisory CouncilAlgorithm oversight, threshold calibration, annual review1 food scientist (nutrient profiling), 1 ICMR-affiliated nutritionist, 1 public health researcher, 1 consumer representative. Government observer invited — not assumed.
Nutrient Profiling Working GroupTechnical algorithm decisions and edge casesFood science specialists. No food industry membership in voting roles.
Consumer Testing Working GroupComprehension studies and feedback integrationResearch agency, consumer representative, regional language expert.
Methodology SecretariatVersion control, public repository, audit trailTechnical team. Minutes published within 30 days of every meeting.
Conflict of Interest CommitteeDisclosure review and appealsIndependent members. Industry funding must be declared and may trigger recusal.

9. Open-Source Commitment

AaharAnk is a public good — not a business.
The methodology, algorithm, and all supporting documentation are proposed to be released under Creative Commons Attribution 4.0 International (CC BY 4.0), subject to legal review of the intellectual property model. Any person, organisation, or government may use, share, and adapt the material for any purpose, including commercial purposes, provided attribution is given and the version used is identified.
Legal review required: The intellectual property model described above requires review by qualified Indian IP and food-regulatory legal counsel before final public claims are made. This submission reflects the proposed model, not a legally verified position.

10. The Ask

We respectfully request the Commissioner, Food and Drug Administration, Maharashtra to:

  1. Review the AaharAnk v2.1 Technical Specification for scientific validity and internal consistency
  2. Refer the methodology to an independent scientific panel for formal assessment
  3. Support a controlled staged pilot study in Maharashtra as described in Section 7
  4. Commission a consumer comprehension study comparing AaharAnk against alternative FOPL formats
  5. Consider submitting the pilot results to FSSAI as Maharashtra's evidence-based contribution to the national FOPL decision — whichever format the evidence supports

The system is proposed. The science is open. The evidence must be built together.

Contact:

Siddhesh Ghuge — Initiator, AaharAnk Framework

siddhesh@rapsap.com  |  +91-9867870802  |  Mumbai, Maharashtra

Conflict of Interest Disclosure: The initiator is also Founder and CEO of Rapsap Essential Retail Private Limited, which operates 13 supermarkets in the Mumbai Metropolitan Region. Rapsap may be among the first retailers to pilot AaharAnk on its shelves if the pilot is approved. This interest is disclosed in the interest of transparency. AaharAnk is proposed as a brand-agnostic open standard — no commercial exclusivity is sought or will be accepted.

Enclosures:
1. AaharAnk v2.1 — Technical Specification and Validation Protocol
2. AaharAnk v2.1 — Visual Identity System (pitch deck)

References

1 Anjana RM, Unnikrishnan R, Deepa M, et al. Metabolic non-communicable disease health report of India: the ICMR-INDIAB national cross-sectional study (ICMR-INDIAB-17). Lancet Diabetes Endocrinol. 2023;11:474–489. DOI: 10.1016/S2213-8587(23)00119-5

2 World Health Organization. Noncommunicable diseases: India country profile. WHO, 2023. https://www.who.int/india/health-topics/noncommunicable-diseases

3 World Health Organization. Guiding principles and framework manual for front-of-pack labelling for promoting healthy diets. WHO, 2019. https://www.who.int/publications/i/item/9789241513999

4 FSSAI/Ministry of Health. Draft notification on front-of-pack nutritional labelling. WTO notification G/SPS/N/IND/288. September 2022. https://fas.usda.gov/data/india-indias-fssai-publishes-draft-notification-front-pack-labeling-packaged-food-products

5 Supreme Court of India. Order in PIL by 3S and Our Health Society. Bench: Justice JB Pardiwala, Justice KV Viswanathan. 10 February 2026. Case: 3S and Our Health Society v. Union of India & Ors. (Writ Petition Civil). February 10, 2026 order. Supreme Court of India. [Official order text from Supreme Court website to be inserted — case number to be confirmed from official records.]

6 LawBeat. "Supreme Court gives FSSAI 'last chance' on front-of-pack warning labels." Published circa July–August 2026. https://lawbeat.in/top-stories/supreme-court-gives-fssai-last-chance-on-front-of-pack-warning-labels-for-high-sugar-salt-fat-foods-1621897 [Accessed August 2026] Note: This is secondary reporting. The primary source is the official Supreme Court order, which should be obtained and cited from sc.gov.in.

7 Deora M. Post on X (formerly Twitter). @milinddeora. July 15, 2026. [Characterises SC direction — not an official court order text.]

8 Rayner M, Scarborough P, Stockley L. Nutrient Profiles: Options for definitions for use in relation to food promotion and children's diets. London: Food Standards Agency, 2004. https://www.ndph.ox.ac.uk/food-ncd/files/about/uk-ofcom-nutrient-profile-model.pdf

9 Santé Publique France. Nutri-Score: conditions for use of the trademark. 2022. [Official NutriScore governance document. Operators prohibited from registering similar marks.] https://www.santepubliquefrance.fr/determinants-de-sante/nutrition-et-activite-physique/nutri-score

10 Taillie LS, Busey E, Mediano Stoltze F, Dillman Carpentier FR. Governmental policies to reduce unhealthy food marketing to children. Nutr Rev. 2019;77:787–816. [Chile warning label evidence. Note: reported percentage figures vary by study; citing publication rather than specific percentage.]

11 World Health Organization. Use of non-sugar sweeteners: WHO guideline. Geneva: WHO; 2023. https://www.who.int/news/item/15-05-2023-who-advises-not-to-use-non-sugar-sweeteners-for-weight-control