Highest-rated stocks similar to BFRG by NexusTrade rating

Ratings and dated fundamentals

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How these companies are related

Peer membership comes from the same related-company provider used by NexusTrade's stock research. The provider identifies related companies using news coverage and returns data. A related company can be a competitor or a thematic peer; this list does not imply identical products or financial exposure.

Peer membership was fetched 2026-10-12.

The rating determines the order after peer membership is selected. The anchor company is excluded. Companies without an eligible report rating or dated fundamentals are counted in coverage and left out of the ranked table.

What best means in this list

This list was refreshed on 2026-11-07 using existing company reports. The report date in each row is the date of the underlying analysis; refreshing the list does not create a new company report.

Best means the highest stored NexusTrade report ratings within this selection. Ratings use the product's 1-to-5 scale. The list sorts by rating from high to low, with ticker order breaking equal-rating ties. A rating summarizes a report; it does not predict a stock's return.

The peer set comes from the recorded related-company provider. Similarity defines which companies enter this comparison; it does not establish that they have equal business models, risk or expected returns.

What the leading companies do

The first 5 companies below lead the ratings in this snapshot; equal ratings are ordered by ticker. Their company profiles describe different businesses even when they share the Bullfrog AI Holdings, Inc. Common Stock (BFRG) selection.

These are company descriptions, not estimates of revenue from this theme. Industry membership does not identify a pure-play business or establish how much sales depend on it. Open the company profile and examine segment disclosures before treating an overlapping classification as equivalent exposure.

1. NICE Ltd (NICE): 4 / 5

   NICE Ltd., together with its subsidiaries, provides AI-powered cloud platforms for customer engagement, and financial crime and compliance worldwide. It offers CXone Mpower, an AI platform that enables enterprises to design, build, and operate customer service automation; and NICE Evidencentral, a digital evidence management and investigation platform for criminal justice system. The company also provides X-Sight, an open and flexible AI-cloud platform for the high-end market; and Xceed, an AI cloud platform for anti-money laundering and fraud prevention for small and mid-sized organizations. In addition, it offers data intelligence solutions enable organizations to turn raw data into comprehensive actionable intelligence to prevent and detect financial crimes. The company was formerly known as NICE-Systems Ltd. and changed its name to NICE Ltd. in June 2016. NICE Ltd. was incorporated in 1986 and is headquartered in Ra'anana, Israel.

2. DoubleVerify Holdings, Inc. (DV): 3.5 / 5

   DoubleVerify Holdings, Inc. provides media effectiveness platforms in the United States and internationally. The company provides data analytics that enable advertisers to increase the effectiveness and quality and return on their digital advertising investments. It offers DV Authentic Ad, a metric of digital media quality, which evaluates the existence of fraud, brand safety and suitability, viewability and geography for each digital ad; DV Authentic Attention that provides actionable and comprehensive data to drive campaign performance; Scibids AI, an AI-powered digital campaign optimization solutions. and Custom Contextual solution, which allows advertisers to match their ads to relevant content to maximize user engagement and drive campaign performance. In addition, the company provides DV Publisher suite, a solution for digital publishers to manage revenue and increase inventory yield by improving video delivery, identifying lost or unfilled sales, and aggregate data across all inventory sources; and DV Pinnacle, a service and analytics platform user interface that allows its customers to adjust and deploy controls for their media plan and track campaign performance metrics across channels, formats, and devices. Further, it offers software platform that is integrated across digital advertising ecosystem, including programmatic platforms, social media channels, and digital publishers. The company serves brands, publishers, and other supply-side customers covering various industry verticals, including consumer packaged goods, financial services, telecommunications, technology, automotive, and healthcare. The company was founded in 2008 and is headquartered in New York, New York.

3. ExlService Holdings, Inc. (EXLS): 3.5 / 5

   ExlService Holdings, Inc. operates as a data analytics, and digital operations and solutions company in the United States and internationally. The company operates through Insurance; Healthcare and Life Sciences; Banking, Capital Markets, and Diversified Industries; and International Growth Markets. It provides digital operations and solutions and analytics-driven services, such as claims processing, premium and benefit administration, agency management, account reconciliation, policy research, underwriting support, new business acquisition, policy servicing, premium audit, surveys, billing and collection, commercial and residential survey, and customer service using digital technology, artificial intelligence, machine learning, and advanced automation; digital customer acquisition services using a software-as-a-service delivery model through LifePRO and Life Digital Suite platforms; subrogation services; and Subrosource software platform, an end-to-end subrogation platform. In addition, the company offers health care services related to care management, utilization management, disease management, payment integrity, revenue optimization, and customer engagement. Further, it provides financial planning and analysis, management reporting, forecasting and decision support, data management, regulatory reporting and risk, and compliance services; reservations, customer, and fulfilment services; freight billing, collections, claims management, freight audit, freight scheduling, supply chain management, and revenue assurance services; residential mortgage lending, title verification and validation, retail banking and credit cards, trust verification, commercial banking, and investment management; merchandising, pricing, and demand forecasting; and digital operations and solutions. The company offers predictive and prescriptive analytics in the areas of customer acquisition and lifecycle management. The company was founded in 1999 and is headquartered in New York, New York.

4. Fair Isaac Corporation (FICO): 3.5 / 5

   Fair Isaac Corporation provides analytics software in the Americas, Europe, the Middle East, Africa, and the Asia Pacific. It operates through two segments, Scores and Software. The Scores segment offers business-to-business scoring solutions and services that give clients access to predictive credit and other scores that can be integrated into their transaction streams and decision-making processes, as well as business-to-consumer scoring solutions comprising myFICO.com subscription offerings. Its Software segment provides pre-configured analytic and decision management solution designed for various business needs or processes, such as account origination, customer management, customer engagement, fraud detection, and marketing, as well as associated professional services. This segment also offers FICO Platform, a modular software offering designed to support advanced analytic and decision use cases, as well as stand-alone analytic and decisioning software that can be configured by customers to address a wide range of business use cases. In addition, the company offers analytic and decisioning software comprising FICO Decision Modeler, FICO Blaze Advisor, FICO Xpress Optimization, FICO Analytics Workbench, FICO Data Orchestrator, FICO DMP Streaming, FICO Business Outcome Simulator, and FICO Decision Optimizer; pre-configured solutions consisting of FICO Fraud Solutions, FICO Originations, FICO Customer Communication Service, FICO Strategy Director, and FICO TRIAD Customer Manager; and professional services software, including FICO Implementation Services and FICO Analytic Services. It markets its products and services primarily through its direct sales organization and indirect channels, as well as online. The company was formerly known as Fair Isaac & Company, Inc. and changed its name to Fair Isaac Corporation in July 1992. Fair Isaac Corporation was founded in 1956 and is headquartered in Bozeman, Montana.

5. Innodata Inc. (INOD): 3.5 / 5

   Innodata Inc. operates as a data engineering company in the United States, the United Kingdom, the Netherlands, Canada, and internationally. The company operates through three segments: Digital Data Solutions (DDS), Synodex, and Agility. The DDS segment engages in the provision of artificial intelligence (AI) data preparation services; collecting or creating training data; annotating training data; and training AI algorithms for its customers, as well as AI model deployment and integration services. This segment also provides a range of data engineering support services, including data transformation, data curation, data hygiene, data consolidation, data extraction, data compliance, and master data management. The Synodex segment offers an industry platform that transforms medical records into useable digital data with its proprietary data models or client data models. The Agility segment provides an industry platform that offers marketing communications and public relations professionals to target and distribute content to journalists and social media influencers; and to monitor and analyze global news channels, such as print, web, radio, and TV, as well as social media channels. It serves banking, insurance, financial services, technology, digital retailing, and information/media sectors through its professional staff, senior management, and direct sales personnel. The company was formerly known as Innodata Isogen, Inc. and changed its name to Innodata Inc. in June 2012. Innodata Inc. was incorporated in 1988 and is headquartered in Ridgefield Park, New Jersey.

Valuation and company size within this selection

These summaries use the 49 displayed companies. Each company retains its own market observation date in the ratings table above. Medians are unweighted; they are not a sector index valuation.

Positive P/E and price-to-book values are summarized separately. Missing, zero and negative values are excluded from those medians, with the included count shown. A lower multiple alone does not establish better value: profitability, growth, debt and business mix can differ.

Other business classifications in the list

A company can appear in several product and revenue classifications. These overlapping memberships help identify different business mixes to investigate; they are not verified revenue shares or mutually exclusive subindustries.

Dates and coverage

Report dates range from 2025-12-31 to 2025-12-31. Market observations range from 2026-11-06 to 2026-11-06. These dates may differ across companies. Daily closes are not synchronized live quotes.

The selection includes 0 companies without a report, 0 with invalid latest rating metadata, 0 with older reports, 1 with missing required fundamentals and 0 with out-of-date market observations. Missing companies receive no substitute score.

How the ranking is built

The ranking uses the latest stored report at or before the refresh cutoff for each active eligible company. The report date, fiscal year/period and producing model remain visible. The latest invalid score is excluded; an older favorable score does not replace it. Publication policy stock-ratings-v1 accepts report ages up to 550 days and market observations up to 10 calendar days, with a positive close and market capitalization. Optional missing ratios remain not reported.

Report ages can differ substantially, particularly between annual and quarterly reports. Different producing models may also use different judgments. Read the date, fiscal period and model before comparing scores. Private report analysis and account data are not published here.

A refresh reads existing reports and market data. It does not rerun a model or create a new analysis. Compare business fundamentals and your own research constraints alongside the score before making a decision.