Hawk Search

What Hawk Search does

HawkSearch is an AI-powered product discovery and eCommerce search platform operated as a product line of Bridgeline Digital, Inc. (NASDAQ:BLIN), a publicly traded digital experience company headquartered in Woburn, Massachusetts with additional offices in New York, Chicago, California, Colorado, Florida, Michigan, North Carolina, and Texas. The platform specializes in solving complex search and discovery problems for B2B commerce environments, including unit of measure normalization, part-number/SKU search, customer-specific pricing and catalog personalization, and concept-based product matching; it also serves B2C retailers and content publishers with personalized recommendations, faceted navigation, and SEO-optimized dynamic pages. Its core technology stack combines natural language processing, computer vision, generative AI, recommendation engines, and emerging autonomous agent capabilities, delivered through a modular architecture organized into the Hawk AI Hub (Smart Search, Smart Response, Smart Agents, Search Assistant, Shopping Assistant), Search Hub, Merchandising Hub, and Developer Hub, supported by 16 pre-built Industry Accelerators.

The platform integrates with more than 20 commerce and CMS systems, including BigCommerce, Adobe Commerce, Salesforce Commerce Cloud, Shopify, Shopware, Optimizely, Sitecore, and WooCommerce, and is sold primarily through direct enterprise field sales complemented by channel partnerships (notably Znode and the Agentic Commerce Alliance), industry events (annual Customer Summit, virtual Insight summits), and a content-marketing-led demand generation engine. Revenue is generated through subscription SaaS contracts on annual billing cycles with quote-based enterprise pricing; pricing is not publicly disclosed. The platform serves 600+ enterprise and mid-market customers across verticals such as industrial distribution, electrical distribution, packaging, water treatment, technology manufacturing, and government (logos include HP, Oriental Trading Company, State Electric Supply, Berlin Packaging, Culligan, Adentra, BradyPlus, and the Golden Gate Bridge Highway and Transportation District). HawkSearch has been recognized as a Leader in the 2024 Gartner Magic Quadrant for Search and Product Discovery and ranked #1 in the B2B Search Use Case in both the 2024 and 2025 Gartner Critical Capabilities reports.

Name

Hawk Search

Legal name

Bridgeline Digital, Inc.

Website

https://hawksearch.com

Company type

Public

Founded year

2012

Operating status

Operating

Headcount range

11–50 employees

Short description

HawkSearch is an AI-powered product discovery and eCommerce search platform operated by Bridgeline Digital (NASDAQ:BLIN), serving 600+ enterprise and mid-market B2B and B2C customers across industrial distribution, manufacturing, retail, and government with specialized features such as unit-of-measure normalization, part-number search, and conversational AI assistants.

Ownership category

akta.pro rank

Product category

Enterprise Site Search and Product Discovery Software

akta.pro primary industry

B2B Marketplaces & Wholesale Platforms (BPAMAGAD)

akta.pro secondary industry

Wholesale/B2B Generalist Marketplaces (CRAFAAAF)

Keywords

• ECommerce search platform
• AI product discovery
• B2B site search
• Conversational commerce search
• Merchandising and recommendations

Headquarters

HQ city

Garden City

HQ country

United States

HQ region

North America

Offices9 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Marketing or Sales, Operations, Infrastructure

Revenue model

1. Subscription SaaS: HawkSearch operates as a SaaS platform providing AI-powered search and product discovery solutions on a subscription basis. The platform is deployed via integration with customer eCommerce platforms (BigCommerce, Adobe Commerce, Salesforce, Shopify, etc.) and likely follows annual or multi-year contract structures typical of enterprise SaaS.

Pricing tiers

Go-to-market motion3 records

Distribution channels4 records

Marketing channels8 records

Core offering

HawkSearch is an AI-powered site search and product discovery SaaS platform that integrates with major eCommerce and CMS systems to deliver conversational, visual, and semantic search, personalized recommendations, and rule-based merchandising for online stores. The platform is purpose-built for complex B2B and B2C catalogs with specialized capabilities including unit-of-measure normalization, part-number/SKU search, multilingual support, and 16 industry-specific accelerators. It is sold primarily through enterprise subscription contracts and deployed as a managed integration on top of customers' existing commerce stacks.

Product overview

HawkSearch is an AI-powered product discovery and eCommerce search platform offered by Bridgeline Digital (NASDAQ:BLIN). The platform is structured as a unified product with integrated modules and specialized hubs. The core architecture centers on Hawk AI Hub, which combines Smart Search (conversational AI), Smart Response (AI-generated answers), Smart Agents (autonomous agents), Search Assistant (conversational discovery), and Shopping Assistant (guided shopping). The platform is organized into specialized hubs: Search Hub (keyword search, measurement conversion, instant engage, dynamic targeting, multi-site management), Merchandising Hub (merchandising rules, recommendations, relevancy tuning, SEO traffic builder, personalization, usage reporting), and Developer Hub (API, SDKs, Rapid UI Framework). HawkSearch serves B2B and B2C eCommerce with industry-specific solutions through Industry Accelerators for verticals including Automotive, Industrial, Electrical, Medical, and Retail. The platform integrates with major eCommerce platforms including BigCommerce, Shopify, Adobe Commerce, Salesforce, and WooCommerce.

Differentiator

Problem solved

Functional benefit

Brands

• Hawk AI Hub: AI-powered search, answers and assistance suite for eCommerce
• Smart Search
• Smart Response
• Search Assistant
• Smart Agents
• HawkSearch Merchandising

Products and services

• Hawk AI Hub
• Smart Search
• Smart Response
• Smart Agents
• Search Assistant
• Shopping Assistant
• Recommendations
• Merchandising
• Keyword Search
• Measurement Conversion
• Personalization
• SEO Traffic Builder
• Multi-Site Management
• Relevancy Tuning
• Usage Reporting
• Rapid UI Framework
• Developer Hub (Flexible API & SDKs)
• Industry Accelerators

Quantifiable outcome

• Average order size increases over 25% with advanced recommendations
• +2 more outcomes

Named customers12 records

Segments4 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration20 records

AI capability11 records

Feature16 records

Partnerships

Nine partnerships are on record, tiered core and minor.

• ZnodecoreTechnology or Integration · 25 March 2026Partnership between HawkSearch AI-powered search platform and Znode B2B eCommerce platform designed for complex multi-channel commerce. The collaboration enables Znode's manufacturer and distributor customers to access HawkSearch's AI-driven product discovery, merchandising, and personalization tools across large B2B catalogs. This partnership expands HawkSearch's market reach within the enterprise B2B eCommerce sector and aligns with Znode's API-first, multi-channel commerce approach.
• Agentic Commerce Alliance (ACA)coreStrategic or Co-development Partner · 27 January 2026HawkSearch joined the Agentic Commerce Alliance, an open initiative dedicated to developing interoperable standards for autonomous agents in commerce. Initiated by Shopware, the alliance aims to create vendor-neutral, open standards enabling AI agents to work safely and consistently across platforms while respecting merchant control. HawkSearch contributes its expertise in AI-driven product discovery and merchandising intelligence to help establish transparency and interoperability standards for agentic commerce systems.
• XngageminorGTM or Marketing PartnerXngage CEO Joe Albrecht praised HawkSearch as a leader in B2B search space, with Optimizely recognizing how their B2B customers could benefit from the partnership. Joe Albrecht stated: 'When looking for a search partner, HawkSearch quickly distinguished itself as a leader in the B2B search space.'
• ISA (Industrial Supply Association)minorOthersActive member of leading eCommerce and digital commerce associations. Membership helps stay on top of industry trends and share insights with the community.
• HARDI (Heating, Air-Conditioning, and Refrigeration Distributors International)minorOthersActive member supporting HVAC/R distribution industry. Helps understand real challenges facing distributors.
• Blue HawkminorOthersActive member of Blue Hawk association supporting the building materials and related industries.
• B2B eCommerce AssociationminorOthersActive member supporting B2B eCommerce industry growth and best practices.
• Masters of B2BminorOthersActive member supporting B2B commerce professionals and industry advancement.
• NAW (National Association of Wholesaler-Distributors)minorOthersActive member supporting wholesale distribution industry with insights into distribution sector challenges.

Scale indicators4 records

Recent moves6 records

Expansion highlights5 records

Direct peers

• Algolia: Algolia is a leading AI-powered search and product discovery API platform serving both B2B and B2C eCommerce. It competes directly with HawkSearch in site search, recommendations, and personalization, with broader developer ecosystem and larger R&D footprint.
• Bloomreach: Bloomreach offers an AI-driven commerce search and personalization platform with Loomi AI. It competes head-to-head with HawkSearch in eCommerce search and product discovery, including B2B segments, and was also named a Leader in Gartner's Search and Product Discovery Magic Quadrant.
• Coveo: Coveo is an enterprise AI-search and relevance platform with strong presence in B2B commerce, customer service, and website search. It is a direct competitor in the AI-powered search category and was named a Leader in Gartner's Magic Quadrant alongside HawkSearch.
• Constructor.io: Constructor provides AI-powered product discovery, search, and recommendation technology for large enterprise retailers and B2B commerce. It is a direct competitor focused on clickstream-based personalization and was named a Visionary in Gartner's Magic Quadrant for Search and Product Discovery.
• Searchspring: Searchspring is a site search, merchandising, and product recommendation platform serving mid-market and enterprise eCommerce merchants. It competes directly with HawkSearch in on-site search and merchandising, with similar B2B and B2C customer base.
• Klevu: Klevu is an AI-powered eCommerce search and product discovery platform offering natural language processing, personalization, and recommendations. It serves B2B and B2C merchants on major platforms like Shopify, BigCommerce, and Adobe Commerce, overlapping directly with HawkSearch's target market.

Emerging players

• Syte: Syte specializes in visual AI for eCommerce product discovery, including image and concept search. It overlaps with HawkSearch's visual search and Smart Search capabilities but with a narrower visual-first focus rather than full search platform.

Broad incumbents

• Adobe (Sensei / Commerce AI): Adobe is a broad incumbent with Adobe Commerce (Magento) and Sensei/AI capabilities embedded in its commerce stack. While not a direct specialty competitor, Adobe's first-party AI search within Adobe Commerce represents both an integration partner and competitive threat to HawkSearch.
• Shopify (Search & Discovery): Shopify provides native AI-powered search and discovery within its commerce platform, including Shopify Magic and Search & Discovery app. As a key integration partner, Shopify's evolving native capabilities represent both distribution leverage and competitive risk for HawkSearch.
• Elastic (Elasticsearch): Elasticsearch is an open-source search and analytics engine used by enterprises to build custom search experiences. It serves as broad infrastructure that eCommerce teams may choose over specialty providers like HawkSearch for highly customized implementations.

Market position

Strengths5 records

Weaknesses4 records

Competitive moat6 records

Key risks5 records

Key highlights6 records

Customer concentration

• Xmobile.twitter.com/hawksearchAI
• YouTubeyoutube.com/channel/UCUOxJwxwsp-hAv3-gzigdDQ
• Facebookfacebook.com/Hwksearch
• LinkedInlinkedin.com/company/hawk-search
• Instagraminstagram.com/hawksearch

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Hawk Search