Street-Cred: A Tool for Estimating the Credibility of Small Businesses Using AI-Generated Ranking of Key Growth Indicators

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

The importance of credibility rating to the perceived growth of a business entity cannot be over-emphasized. A business’s customer attraction and retention are largely influenced by its reputation. Therefore, enabling structures to maintain that a business stays afloat, focusing on the business’s credibility is of great necessity. Small businesses are burgeoning and may be less concerned about setting aside funds to evaluate and reevaluate their growth in the industry. This paper solves the challenge of business visibility rating with Artificial Intelligence for small businesses with a growth mindset to scale based on an experimental simulation of an AI tool. We designed the tool to estimate a business’ credibility using AI-generated key growth indicators to rank a business across industry standard. The gamified tool estimates the credibility rating of a given business based on a series of question-answering plays. The questions are weighted, scored, and comparable to inquiries made at governmental parastatals toward creating a record of credible small businesses. The tool evaluation by small business respondents gives an 68% above average satisfactory level. The respondents were fascinated by the use of a gamified tool to learn about measures of business credibility. Small businesses can engage this tool for self-evaluation as a reflection of their business growth. This provides better knowledge support and monitoring with less human interference from concerned government agencies or departments that are implored to train them.

Original languageEnglish
Title of host publicationArtificial Intelligence and Knowledge Processing - 5th International Conference, Proceedings
EditorsHemachandran Kannan, Raul Villamarin Rodriguez, Manjeet Rege, Vincenzo Piuri, Abejide AdeIbijola, Miguel López González de León, Imed Ben Dhaou
PublisherSpringer Science and Business Media Deutschland GmbH
Pages280-286
Number of pages7
ISBN (Print)9783032147059
DOIs
Publication statusPublished - 2026
Externally publishedYes
Event5th International Conference on Artificial Intelligence and Knowledge Processing, AIKP 2025 - Hyderabad, India
Duration: 23 Oct 202525 Oct 2025

Publication series

NameCommunications in Computer and Information Science
Volume2804 CCIS
ISSN (Print)1865-0929
ISSN (Electronic)1865-0937

Conference

Conference5th International Conference on Artificial Intelligence and Knowledge Processing, AIKP 2025
Country/TerritoryIndia
CityHyderabad
Period23/10/2525/10/25

Keywords

  • AI-generated ranking
  • assistive tools
  • experimental simulation
  • key growth indicators
  • small businesses

ASJC Scopus subject areas

  • General Computer Science
  • General Mathematics

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