Effective Date: 16 September 2026

1. Purpose of This Disclaimer

ForeFind.com is an independent franchise research and discovery platform. ForeFind builds its franchise information database through three distinct sources: independent research from publicly available sources; information submitted directly by brand owners and their authorised representatives through ForeFind’s brand submission process, subject to validation; and derived data produced by ForeFind through its own proprietary analytical processes, scoring models, and editorial methodology.

This Disclaimer exists to clearly define the nature, scope, and limitations of all information published on ForeFind so that users understand what the platform provides, what it does not provide, and the basis on which they should use the information in their own decision-making.

Reading and understanding this Disclaimer before using any data from ForeFind for research or investment evaluation purposes is strongly recommended.

2. Nature of ForeFind’s Data

2.1 Sourced and Submitted Data

Some information on ForeFind is sourced from publicly available external sources including brand websites, official government filings, business directories, news publications, and other open-access platforms. ForeFind also incorporates information submitted directly by brand owners and their authorised representatives through the platform’s brand submission process. ForeFind does not independently audit or certify this information directly with the brands concerned before publication. Submitted information is validated by ForeFind against available public sources and internal quality standards before use, but validation does not constitute independent audit or certification of a brand’s claims.

2.2 Derived Data

A significant portion of the data displayed on ForeFind is produced by ForeFind itself through analytical processing, scoring models, rule-based classification systems, and editorial judgement applied to the sourced and submitted data. Derived data includes but is not limited to:

• FRI Score (Franchise Readiness Index) and its component sub-scores
• FRI Band labels (Investor Ready, Well Established, Growing, Early Stage, Emerging)
• Sub-category rank, rank display, and sub-category total
• Category Tier Label and Category Percentile
• Expected Monthly Revenue
• Rank history and rank trend data
• All classification fields such as business model, operation mode, setup complexity, seasonality, customer type, brand maturity, recession resistance and expansion velocity assessments

Derived data represents ForeFind’s editorial analysis and assessment. It is independently produced by ForeFind and is not sourced from or verified by the brands themselves.

2.3 Data May Not Be Current

ForeFind updates its data periodically, but franchise brand information changes frequently. Franchise counts, investment ranges, royalty structures, payback periods, and other commercial details may have changed since the data was last updated. Users should always verify current information directly with the brand.

3. What ForeFind’s Scores and Rankings Are

ForeFind’s FRI scores, sub-category rankings, tier labels, and all derived data points are editorial assessments and opinions produced by ForeFind. They are NOT certified ratings, regulatory assessments, audit outcomes, factual determinations, financial advice, or investment recommendations of any kind.

Specifically, ForeFind scores and rankings:

• Reflect ForeFind’s independent analytical assessment based on publicly available data and validated brand-submitted data at the time of scoring
• Are produced consistently using a defined methodology applied equally across all brands in each sub-category
• May differ from a brand’s own self-assessment or from assessments by other research providers
• Do not constitute a certification that a brand is safe, reputable, legally compliant, or investment-ready
• Do not constitute a negative finding or accusation if a brand scores low or is ranked low
• Are subject to change as data is updated or methodology is refined

The full scoring methodology is published separately at ForeFind.com/methodology.

4. Expected Monthly Revenue: Special Disclaimer

The “Expected Monthly Revenue” field shown on brand profiles is a category-level benchmark estimate only. It is NOT a revenue projection, forecast, promise, or guarantee for any individual brand, franchise unit, or investment.

This figure is calculated by ForeFind using average investment and revenue data collected from publicly available sources and, in some cases, from investment and revenue information submitted directly by brand owners through ForeFind’s brand submission process. ForeFind applies its own analytical methodology to this data to produce the sub-category level estimate. It does not account for:

• The specific brand’s actual trading performance or financial records
• Location-specific market conditions
• Operator capability, experience, or effort
• Local competition, regulatory environment, or economic conditions
• Seasonal variation or economic cycles
• Any franchisor-provided financial performance representations

Actual revenue achieved by any franchise unit may be substantially higher or lower than this estimate. This figure must not be used as the basis for any investment decision without independent financial verification.

If you are evaluating a franchise investment, ForeFind strongly recommends obtaining audited financial statements, speaking with existing franchisees, and consulting a qualified financial advisor.

5. ForeFind Is Not a Financial or Franchise Advisor

ForeFind is an information platform, not a licensed financial advisor, investment advisor, franchise broker, or business consultant. Nothing on ForeFind.com constitutes financial advice, investment advice, franchise advice, or a solicitation to invest.

Users who are considering a franchise investment should seek independent professional advice from qualified advisors including financial advisors, chartered accountants, franchise lawyers, and business consultants before making any decision.

ForeFind does not earn commission or referral fees from any brand listing on the platform. Rankings and scores are not influenced by any commercial relationship between ForeFind and any brand.

6. No Endorsement

The listing of any brand on ForeFind.com does not constitute an endorsement, recommendation, or approval of that brand by ForeFind. Equally, a brand’s absence from ForeFind does not constitute a negative judgment or disqualification.

Any brand name, logo, trademark, or image displayed on ForeFind is the property of the respective brand owner and is used for informational and editorial reference purposes only. Display of a brand’s assets on ForeFind does not imply any affiliation with or endorsement by ForeFind.

7. Third-Party Links and External Content

ForeFind may include links to brand websites, government portals, news sources, or other external resources. These links are provided for reference only. ForeFind does not control, endorse, or take responsibility for the accuracy, completeness, or reliability of content on any third-party website.

Accessing third-party websites through links on ForeFind is at the user’s own risk. ForeFind is not responsible for any loss or harm resulting from use of third-party content.

8. No Warranty

ForeFind is provided “as is” and “as available” without any warranty of any kind, express or implied, including but not limited to warranties of accuracy, completeness, fitness for a particular purpose, or non-infringement.

ForeFind does not warrant that:

• The platform will be available at all times or free from errors, interruptions, or technical issues
• Any information on the platform is accurate, complete, current, or suitable for any specific purpose
• The platform is free from viruses, malware, or other harmful components
• Any action taken on the basis of information from ForeFind will produce any particular outcome

9. Limitation of Liability

To the fullest extent permitted by applicable Indian law, ForeFind shall not be liable for any loss or damage of any kind arising from or in connection with:

• Your use of or reliance on any information, score, ranking, estimate, or label on the platform
• Any franchise or investment decision made following use of the platform
• Errors, inaccuracies, omissions, or outdated information in any content on the platform
• Your inability to access the platform or any feature of it
• Any third-party content, website, or resource linked from the platform
• Any breach of data security despite reasonable precautions by ForeFind

This limitation applies whether the claim arises in contract, tort, negligence, breach of statutory duty, or otherwise, and whether or not ForeFind has been advised of the possibility of such loss.

In no event shall ForeFind’s total aggregate liability to any user exceed INR 1,000 (Indian Rupees One Thousand) or the total fees paid by that user to ForeFind in the three months preceding the claim, whichever is lower.

10. Information for Brand Owners

ForeFind publishes information about franchise brands using publicly available sources and information submitted by brand owners. The following process applies to brand owners and their authorised representatives who wish to take action regarding their listing:

Ranking and Score Disputes: ForeFind’s FRI scores and sub-category rankings are independently produced editorial assessments and are not subject to revision based on a brand’s disagreement with its position. If you are dissatisfied with your ranking or score, you may request complete removal of your listing by contacting brands@forefind.com. ForeFind will process confirmed removal requests within 14 working days. The listing remains published until removal is confirmed and completed.

Factual Data Corrections: For other listing data including brand information, the About the Brand description, investment range, Expected Monthly Revenue, and similar fields, you may submit a correction or update request to brands@forefind.com. ForeFind will review such requests and, where the proposed change is accurate and independently verifiable, may update the information at its sole discretion. Submission of a correction request does not obligate ForeFind to make any change.

Intellectual Property Concerns: If you believe your intellectual property is being used incorrectly on ForeFind, contact legal@forefind.com with full details of your concern. ForeFind will review and respond within 14 working days.

11. Governing Law

This Disclaimer is governed by the laws of India. Any dispute arising from or relating to this Disclaimer shall be subject to the exclusive jurisdiction of the courts of Chennai, Tamil Nadu, India.

This Disclaimer is to be read alongside the ForeFind Terms of Use and Privacy Policy, all of which are incorporated by reference into each other.

12. Contact and Document Availability

Full Disclaimer URL:
ForeFind.com/disclaimer

Terms of Use:
ForeFind.com/terms-of-use

Privacy Policy:
ForeFind.com/privacy-policy

Legal Notices:
legal@forefind.com

Brand Queries:
brands@forefind.com

General Support:
support@forefind.com

This Disclaimer was last updated on 16th September 2026.

ForeFind reserves the right to update this Disclaimer at any time. Continued use of the platform after any update constitutes acceptance of the revised Disclaimer.