Top Chatbot Companies in the United States
From Silicon Valley’s AI labs to New York’s enterprise consultancies and Austin’s fast-growing startup scene, the United States is a global hub for building high-performing chatbots and conversational AI platforms.
On Clutch, you can compare verified U.S. chatbot providers by reviews, tech stack, industry focus, and pricing to find the right fit for your roadmap — from customer support chatbots to complex, enterprise chatbot services with CRM and data-layer integrations. Our rigorous vetting process includes client interviews, portfolio checks, and service-line validation, so you can shortlist with confidence. Use filters to narrow by budget, location, framework, and industry expertise. Start with these helpful directories:
• Global Top Chatbot Companies
• Chatbot Companies in San Francisco
15 Leaders 15 Contenders
2,165 Companies
Best Chatbot Companies in the US
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$1,000+$50 - $99 / hr50 - 249Tustin, CA
Services provided
30% AI Development25% Generative AI15% AI Consulting +310% AR/VR Development10% Mobile App Development10% Web DevelopmentFocus Areas
15% Chatbots & Conversational AI20% Machine Learning20% Voice and Speech Recognition +415% Cognitive Computing10% AI Recommendation Systems10% Computer Vision10% Natural Language ProcessingOneDigit, a midsize artificial intelligence company, is located in Tustin, California. Their services include Artificial Intelligence and Generative AI.
Read moreMore responsive than most other service providers
Get in TouchOneDigit is very responsive
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$25,000+$25 - $49 / hr10 - 49McKinney, TX
Services provided
35% DevOps Managed Services20% Cloud Consulting & SI15% AI Development +215% IT Managed Services15% Unified Communications Consulting & SIFocus Areas
40% Chatbots & Conversational AI20% Natural Language Processing15% Voice and Speech Recognition +310% AI Recommendation Systems10% Cognitive Computing5% Machine LearningSee all 3 projectsOctavebytes is a versatile software development company specializing in web application and Salesforce process enhancements. The company is praised for its responsiveness, flexibility, and ability to work with pre-existing products. Approximately 100% of reviewers noted their impressive problem-solving skills and budget-friendly pricing, while 50% mentioned minor confusion about team roles. Overall, feedback is overwhelmingly positive.
Reviews mention Flexible
Clients have praised Octavebytes for their flexibility, particularly in adapting to existing projects rather than advocating for complete rebuilds. One client highlighted their willingness to support previously built products, contrasting this with other firms that favored self-serving approaches. The team's responsiveness and open communication further enhance their reputation for flexibility, making them a suitable choice for diverse project needs.-
Product Enhancement & Support for Talent Management Company
5.0 Oct 28, 2023Availability and flexibility. Octavebytes are willing to work with and support products that have already been built. Other companies I spoke to tried to steer the conversation into a complete rebuild using techniques they were more familiar with, which seemed to be very self-serving.
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Industry Experience
Octavebytes has demonstrated expertise primarily in the Information Technology and Storage industries. Clients commend their ability to enhance existing platforms, manage complex Salesforce processes, and ensure seamless AWS integrations. Strengths include responsiveness, flexibility in project management, and a commitment to meeting client needs without pushing for unnecessary rebuilds. Overall sentiment reflects satisfaction with their solutions and project outcomes, making Octavebytes a suitable partner for technology-driven projects in similar fields.
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Information technology Other IndustryWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently express satisfaction with Octavebytes' pricing and perceived value. One reviewer noted that Octavebytes provided 'good value for cost' and fit their budget, while another highlighted their ability to deliver solutions efficiently despite scope changes. Overall, the sentiment reflects a strong appreciation for the company's affordability and responsiveness, indicating that clients feel they receive quality services relative to their investment.Was this helpful?
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$25,000+$150 - $199 / hr50 - 249Houston, TX
Services provided
15% IT Strategy Consulting10% AI Consulting10% AI Development +710% BI & Big Data Consulting & SI10% CRM Consulting and SI10% Cloud Consulting & SI10% DevOps Managed Services10% Enterprise App Modernization10% Mobile App Development5% IT Staff AugmentationFocus Areas
20% Chatbots & Conversational AI20% Machine Learning20% Natural Language Processing +410% AI Recommendation Systems10% Cognitive Computing10% Computer Vision10% Voice and Speech RecognitionEstablished in 2003, Smartbridge is a midsize Houston, Texas-based IT strategy consulting company. Their team focuses on IT strategy consulting and BI & big data consulting & SI.
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$5,000+$25 - $49 / hr50 - 249Aldie, VA
Services provided
30% BI & Big Data Consulting & SI25% AI Development20% Generative AI +215% Cloud Consulting & SI10% Application Management & SupportFocus Areas
20% Chatbots & Conversational AI40% Machine Learning20% Cognitive Computing +120% Natural Language ProcessingGeakMinds is an Aldie, Virginia-based big data company. They specialize in BI & big data consulting & SI and Artificial Intelligence.
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$1,000+$25 - $49 / hr50 - 249Fremont, CA
Services provided
45% AI Development20% Blockchain15% Custom Software Development +210% UX/UI Design10% Web DesignFocus Areas
10% Chatbots & Conversational AI40% Machine Learning40% Natural Language Processing +110% Computer VisionLaunched in 2022, Infrablok is a midsize AI firm headquartered in Fremont, California and Noida, India. Their team specializes in Artificial Intelligence and Blockchain.
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Undisclosed< $25 / hr50 - 249West Melbourne, FL
Services provided
20% Mobile App Development20% Web Development10% AI Development +510% E-Commerce Development10% Graphic Design10% Low/No Code Development10% Search Engine Optimization10% UX/UI DesignFocus Areas
60% Chatbots & Conversational AI15% Cognitive Computing15% Machine Learning +110% AI Recommendation SystemsWebsite development firm Pixelpii was established in 2023. The midsize team provides Web Development and Mobile App Development.
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UndisclosedUndisclosed250 - 999Cincinnati, OH
Services provided
28% IT Strategy Consulting19% Business Consulting14% BI & Big Data Consulting & SI +412% AI Consulting12% Cloud Consulting & SI10% Cybersecurity5% Other IT Consulting and SIFocus Areas
20% Chatbots & Conversational AI20% AI Recommendation Systems20% Machine Learning +415% Cognitive Computing15% Natural Language Processing5% Computer Vision5% Voice and Speech RecognitionSEI, an IT strategy consulting company, was founded in 1992. The team focuses on IT strategy consulting and Business Consulting.
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$1,000+< $25 / hr250 - 999Emeryville, CA
Services provided
70% Application Testing10% AI Development5% AI Agents +35% AI Consulting5% DevOps Managed Services5% Robotics Process AutomationFocus Areas
25% Chatbots & Conversational AI25% Machine Learning15% Robotics +510% AI Recommendation Systems10% Natural Language Processing5% Cognitive Computing5% Computer Vision5% Voice and Speech RecognitionSee all 13 projectsBugRaptors is a quality assurance and software testing company offering services such as app validation, load and performance testing, security assessments, and software audit services. Reviews highlight their meticulous attention to detail, strong project management, and effective communication. They are praised for their technical expertise, with 100% of reviewers noting their ability to identify and rectify critical issues, ensuring high-quality outcomes.
Reviews mention Exceeds expectations
BugRaptors consistently exceeded client expectations, as evidenced by their exemplary project management and proactive communication. A client noted their 'profound expertise in test automation and performance optimization,' which significantly enhanced development processes and responsiveness. The integration of test automation reduced manual testing hours and expedited release timelines, resulting in superior-quality outcomes. Overall, BugRaptors demonstrated remarkable adaptability and value, leaving clients with no significant areas for improvement.-
Application Testing for Digital Commerce Solutions Company
4.5 Jun 17, 2024BugRaptors' proficiency in load testing improved our development process, enhancing the speed and responsiveness of our user interface. BugRaptors exceeded our expectations, leaving no significant room for improvement suggestions. Their responsiveness to feedback ensured a smooth and collaborative engagement.
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More responsive than most other service providers
Get in TouchBugRaptors is very responsive
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See All Locations (5)Emeryville, CA
5858 Horton Street
Emeryville, CA 94608101 - 150
+1 (510) 371-9104
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UndisclosedUndisclosed250 - 999Chicago, IL
Services provided
20% AI Consulting20% Cloud Consulting & SI20% Cybersecurity +220% IT Managed Services20% IT Strategy ConsultingFocus Areas
20% Chatbots & Conversational AI20% Cognitive Computing20% Computer Vision +220% Machine Learning20% Natural Language ProcessingNetrix LLC, an IT strategy consulting company, was launched in 1989. The team provides IT strategy consulting and cloud consulting & SI and is located in Chicago, Illinois.
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$75,000+$150 - $199 / hr50 - 249Hatfield, PA
Services provided
15% Cloud Consulting & SI15% DevOps Managed Services10% AI Consulting +610% AI Development10% AR/VR Development10% BI & Big Data Consulting & SI10% Custom Software Development10% UX/UI Design10% Web DesignFocus Areas
20% Chatbots & Conversational AI20% Machine Learning20% Natural Language Processing +410% AI Recommendation Systems10% Cognitive Computing10% Computer Vision10% Voice and Speech RecognitionSee all 4 projectsThe Virtual Forge is a versatile technology solutions company specializing in data visualization, UX/UI design, software development, and IT support services. Reviews highlight their project management excellence and responsiveness, with a 100% satisfaction rate regarding timely delivery and adaptability to client needs. Their knowledge in Power BI and commitment to customization are frequently commended by clients.
Reviews mention Professional
The Virtual Forge has received overwhelmingly positive feedback regarding their professionalism. Clients highlighted their excellent project management, characterized by clear communication, timely delivery, and thoroughness. One client noted their commitment to adaptability and flexibility, which fostered a collaborative atmosphere. Another praised their responsiveness and client-focused approach, emphasizing the pleasant working relationship established. Overall, the sentiment reflects strong confidence in The Virtual Forge's professionalism and ability to meet client needs effectively.-
Webflow Web Dev & UI/UX Design for Polo Tournament Software Company
5.0 Apr 12, 2024The project management approach adopted by Virtual Forge was excellent, characterised by thoroughness, clear communication, and timely delivery. Throughout the project, they demonstrated a commitment to ensuring that all stakeholders were well-informed and involved in every step of the process. Working with Pete, Tash & co was a pleasant experience, thanks to their professionalism, responsiveness, and approachable demeanor. They were receptive to feedback, open to discussions, and always willing to address any concerns or questions promptly.
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Industry Experience
The Virtual Forge has demonstrated expertise across various industries, including Manufacturing, Energy & Natural Resources, Consumer Products & Services, and Software. Clients consistently praise their project management, responsiveness, and knowledge, particularly in Power BI and UX design. Overall sentiment is positive, highlighting their ability to deliver projects on time, adapt to client needs, and provide valuable insights, making them a strong candidate for companies in these sectors seeking innovative and tailored solutions.
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Manufacturing Energy & natural resources Consumer products & services SoftwareWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
The Virtual Forge is consistently recognized for providing good value for money, as highlighted by multiple clients. One reviewer noted their selection was based on 'good value for cost,' while another emphasized the company's 'great culture fit' and alignment of values. Overall, clients express satisfaction with the quality of service relative to the costs incurred, with no significant complaints regarding pricing or value, indicating a strong sentiment towards the company's cost-effectiveness.Was this helpful?
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$1,000+Undisclosed10 - 49Sunnyvale, CA
Services provided
60% Cybersecurity20% AI Development20% Corporate Training & CoachingFocus Areas
50% Chatbots & Conversational AI50% AI Recommendation SystemsLocated in Sunnyvale, California, Belkasoft is a Cybersecurity company. The team offers Cybersecurity and Artificial Intelligence.
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$5,000+Undisclosed10 - 49Middletown, DE
Services provided
30% AI Agents20% Web Development15% Branding +415% Search Engine Optimization10% AI Development5% Content Marketing5% Social Media MarketingFocus Areas
60% Chatbots & Conversational AI15% AI Recommendation Systems15% Voice and Speech Recognition +110% Machine LearningSupreme Ideas Agency is a small AI Agents company established in 2019. Their services include AI Agents and Web Development.
Read moreSee All Locations (2)Middletown, DE
651 North Broad Street, Suite 206, Middletown ,19709 Delaware, USA
Middletown, DE 197096 - 9
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$100,000+$200 - $300 / hr2 - 9Scottsdale, AZ
Services provided
10% AI Development10% Application Management & Support10% Application Testing +710% CRM Consulting and SI10% Cloud Consulting & SI10% IT Strategy Consulting10% IoT Development10% Mobile App Development10% Other Application Development10% Web DevelopmentFocus Areas
100% Chatbots & Conversational AI20% Cognitive Computing20% Machine Learning +215% Natural Language Processing15% RoboticsLaunched in 2014, Mynkis is an IT strategy consulting company. The agency offers IT strategy consulting and cloud consulting & SI.
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$5,000+< $25 / hr10 - 49San Jose, CA
Services provided
25% Mobile App Development25% Web Development20% Digital Strategy +215% AI Development15% Search Engine OptimizationFocus Areas
20% Chatbots & Conversational AI20% Cognitive Computing20% Machine Learning +220% Natural Language Processing20% RoboticsAppCode Technologies is a website development firm in Faridabad, India and San Jose, California. Founded in 2016, the team focuses on Web Development and Mobile App Development.
Read moreSee All Locations (3)San Jose, CA
5434 Castle Manor Dr, San Jose, California - 95129, USA
San Jose, CA 9512921 - 30
+1-213-814-3222
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UndisclosedUndisclosed10 - 49Langhorne, PA
Services provided
75% AI Development25% Custom Software DevelopmentFocus Areas
10% Chatbots & Conversational AI50% Cognitive Computing50% Machine Learning +220% Natural Language Processing10% RoboticsEnterra Solutions, LLC is a Langhorne, Pennsylvania-based artificial intelligence development company. Their services include Artificial Intelligence and Custom Software Development.
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$50,000+$150 - $199 / hr10 - 49Seattle, WA
Services provided
15% AI Development15% AR/VR Development15% Generative AI +610% Custom Software Development10% IoT Development10% Low/No Code Development10% UX/UI Design10% Web Design5% AI ConsultingFocus Areas
50% Chatbots & Conversational AI30% Natural Language Processing20% Machine LearningFounded in 2021, Chaos Theory Studios, LLC is an user experience agency. Their team provides UX/UI Design and Custom Software Development.
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UndisclosedUndisclosed50 - 249West Des Moines, IA
Services provided
50% AI Development25% BI & Big Data Consulting & SI25% Cloud Consulting & SIFocus Areas
10% Chatbots & Conversational AI40% Natural Language Processing20% Cognitive Computing +220% Robotics10% Machine LearningZirous is an artificial intelligence company. Located in West Des Moines, Iowa, the agency was launched in 1986. Their team provides Artificial Intelligence and BI & big data consulting & SI.
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$10,000+$25 - $49 / hr10 - 49Signal Hill, CA
Services provided
75% IT Staff Augmentation25% AI DevelopmentFocus Areas
20% Chatbots & Conversational AI25% Natural Language Processing20% AI Recommendation Systems +220% Computer Vision15% Machine LearningSee all 4 projectsYellowstone Labs is a software development company specializing in modernizing legacy systems, enhancing scalability, and expanding platform capabilities. Their reviews reflect a 100% positive feedback rate, highlighting themes of deep technical expertise, exceptional project management, and a genuine partnership approach. Clients consistently praise their innovative solutions, seamless communication, and ability to meet objectives with precision and adaptability.
Reviews mention Exceeds expectations
Yellowstone Labs consistently exceeded client expectations by delivering comprehensive modernization and scalability improvements for ForSaleByOwner's legacy platform. The project was praised for its exceptional quality, timely completion, and proactive communication. Clients highlighted the team's deep technical expertise and ability to understand business challenges, notably through innovative solutions like AWS AppConfig for traffic management during the Super Bowl ad campaign. Overall, their professionalism and commitment to client success were particularly commended, establishing them as a valuable partner.-
Web App Update & Redesign for Real Estate Advertising Co
5.0 May 7, 2025These outcomes demonstrated Yellowstone Labs’ expertise in delivering impactful solutions that met and exceeded our expectations, leaving us with a robust and future-proof platform. Their proactive approach to problem-solving was also remarkable. Rather than just executing tasks, they took the initiative to propose innovative solutions that improved our platform far beyond what we had initially envisioned. The use of AWS AppConfig to dynamically adapt to traffic spikes during the Super Bowl was a prime example of their forward-thinking approach.
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Industry Experience
Yellowstone Labs has demonstrated expertise across the real estate and construction industries, excelling in modernizing legacy systems and enhancing user experiences through advanced technologies. In real estate, they successfully improved platform scalability and performance during critical traffic events. In construction, they developed AI-driven translation solutions and progressive web applications, significantly expanding user engagement and accessibility. Overall, client feedback reflects high satisfaction with their technical capabilities, communication, and project management, making them a strong fit for clients in these sectors.
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Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients have consistently praised Yellowstone Labs for providing excellent value for money, highlighting their competitive pricing coupled with high-quality deliverables. One client noted the 'good value for cost' in their selection process, while another emphasized that every milestone was delivered on time without compromising quality. Overall sentiment reflects satisfaction with the balance of cost and the quality of service, with clients feeling they received significant returns on their investments.Was this helpful?
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$1,000+Undisclosed10 - 49Palo Alto, CA
Services provided
25% BI & Big Data Consulting & SI20% AI Consulting10% Business Consulting +510% Cloud Consulting & SI10% Data Annotation Services10% Generative AI10% IT Managed Services5% Content Moderation ServicesFocus Areas
50% Chatbots & Conversational AI50% Machine LearningDataplatr is a big data company. They are located in Palo Alto, California and have small team of experts. Their services include BI & big data consulting & SI and AI Consulting.
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UndisclosedUndisclosed10 - 49San Francisco, CA
Services provided
20% AI Agents20% AI Consulting20% AI Development +220% Generative AI20% IT Managed ServicesFocus Areas
20% Chatbots & Conversational AI20% Cognitive Computing20% Machine Learning +220% Natural Language Processing20% RoboticsBeFreed is an IT managed services company. The agency is located in San Francisco, California. Their team focuses on IT managed services and Artificial Intelligence.
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$10,000+$300+ / hr50 - 249Sarasota, FL
Services provided
60% AI Consulting40% Business ConsultingFocus Areas
20% Chatbots & Conversational AI20% AI Recommendation Systems20% Computer Vision +220% Machine Learning20% Natural Language ProcessingStrata52, an AI Consulting company, is located in Sarasota, Florida. They offer AI Consulting and Business Consulting and were launched in 2022.
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UndisclosedUndisclosed50 - 249Merritt Island, FL
Services provided
50% AI Consulting35% Business Consulting15% AI DevelopmentFocus Areas
20% Chatbots & Conversational AI40% AI Recommendation Systems25% Machine Learning +115% Cognitive ComputingAI Consulting company ALMA LLC is based in Merritt Island, Florida. Their services include AI Consulting and Business Consulting.
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$25,000+$100 - $149 / hr10 - 49New York, NY
Services provided
50% Mobile App Development40% AI Development10% UX/UI DesignFocus Areas
15% Chatbots & Conversational AI40% Machine Learning20% Cognitive Computing +215% Natural Language Processing10% RoboticsSoupToNuts Apps, an app development company, offers Mobile App Development and Artificial Intelligence. The agency is based in Los Angeles, California and New York, New York.
Read moreSee All Locations (2)New York, NY
575 Broadway (at Prince) 6th Floor
New York, NY 100122 - 5
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$5,000+$50 - $99 / hr1,000 - 9,999San Jose, CA
Services provided
10% AI Development10% BI & Big Data Consulting & SI10% Business Consulting +710% Cloud Consulting & SI10% Custom Software Development10% Cybersecurity10% IT Managed Services10% IT Strategy Consulting10% IoT Development10% UX/UI DesignFocus Areas
15% Chatbots & Conversational AI15% Machine Learning15% Natural Language Processing +515% Voice and Speech Recognition10% AI Recommendation Systems10% Cognitive Computing10% Computer Vision10% RoboticsSee all 1 projectsACL Digital provides consulting services for the implementation and management aspects of the Software Development Life Cycle. Reviews consistently highlight their positive impact on software quality and client satisfaction. Clients appreciate ACL Digital's effective project management and communication, noting their good value for cost and positive ratings.
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$25,000+Undisclosed10 - 49Chicago, IL
Services provided
27% Generative AI25% Custom Software Development12% IT Strategy Consulting +88% AI Consulting5% AI Development5% Business Consulting5% Digital Engineering5% Mobile App Development5% Web Development2% Robotics Process Automation1% E-Commerce DevelopmentFocus Areas
50% Chatbots & Conversational AI30% Machine Learning10% AI Recommendation Systems +110% Natural Language ProcessingCaptios Partners is a Generative AI company launched in 2023. Their services include Generative AI and Custom Software Development.
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$10,000+$200 - $300 / hr2 - 9Boston, MA
Services provided
45% Generative AI40% AI Consulting15% AI AgentsFocus Areas
35% Chatbots & Conversational AI25% Machine Learning25% Natural Language Processing +115% AI Recommendation SystemsGourmand AI Labs, a small Generative AI company, is based in Boston, Massachusetts. The team offers Generative AI and AI Consulting.
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$1,000+$100 - $149 / hr10 - 49Phoenix, AZ
Services provided
30% AI Consulting30% AI Development20% Demand Generation Marketing +120% Sales OutsourcingFocus Areas
30% Chatbots & Conversational AI20% Cognitive Computing20% Natural Language Processing +415% Machine Learning5% AI Recommendation Systems5% Computer Vision5% Voice and Speech RecognitionIn Phoenix, Arizona, Dmarius AI is an artificial intelligence firm. The team provides Artificial Intelligence and AI Consulting.
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$10,000+$25 - $49 / hr50 - 249Cumming, GA
Services provided
20% AI Consulting20% Generative AI20% IT Managed Services +220% IT Staff Augmentation20% IT Strategy ConsultingFocus Areas
35% Chatbots & Conversational AI20% Cognitive Computing20% Machine Learning +215% Natural Language Processing10% Voice and Speech RecognitionMidsize IT strategy consulting company Kyros Software Solutions, is located in Cumming, Georgia. The team provides IT strategy consulting and IT managed services.
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UndisclosedUndisclosed50 - 249Austin, TX
Services provided
100% AI DevelopmentFocus Areas
10% Chatbots & Conversational AI100% Machine Learning65% Natural Language ProcessingCerebri AI is an AI development company. The Austin, Texas-based agency was founded in 2016. Their services include Artificial Intelligence and AI Consulting.
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$1,000+$100 - $149 / hr2 - 9New York, NY
Services provided
40% Search Engine Optimization30% AI Consulting20% Content Marketing +110% Marketing StrategyFocus Areas
25% Chatbots & Conversational AI65% Natural Language Processing10% AI Recommendation SystemsRecover Reputation, Boutique Online & GenAI Reputation Management, a SEO agency, is headquartered in New York, New York. The team focuses on Search Engine Optimization and AI Consulting.
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$10,000+$25 - $49 / hr250 - 999Long Beach, CA
Services provided
40% AR/VR Development25% AI Development10% AI Consulting +310% Blockchain10% Custom Software Development5% Mobile App DevelopmentFocus Areas
10% Chatbots & Conversational AI30% Machine Learning30% Natural Language Processing +220% Cognitive Computing10% RoboticsSee all 30 projectsQueppelin is a versatile technology company specializing in 3D modeling, mobile game development, VR simulation, WebAR experiences, and NFT projects. Reviews consistently highlight their professionalism, timely delivery, and effective communication, with 100% of reviewers praising their ability to understand project requirements and maintain high-quality standards. While some note higher pricing, the value delivered aligns with client expectations.
Reviews mention Great project management
Clients have consistently praised Queppelin for their exceptional project management capabilities. One client highlighted their 'flawless' project management and 'excellent' communication, noting ongoing collaboration for various projects. Another client rated their project management as 4.5 out of 5, commending their strong business sense and ability to meet timelines. Overall, the sentiment reflects a high level of satisfaction with Queppelin's organizational skills and professionalism in managing projects.-
Web Platform for Travel and Leisure Company
4.5 Jun 6, 2019Their project management was good. I’d give them 4.5 out of 5. We gave them a roadmap and timeline that Queppelin ultimately met. Post-launch, we measured their work in uptime, site speed, and load balancing.
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Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Overall, Queppelin is perceived as offering good value for money, with several clients highlighting their competitive pricing and quality of work. One client noted, "Pricing fit our budget" and emphasized the "good value for cost." Another client mentioned, "They are not the least of the proposed costs, but once you start working, you can realize the return you get on investing with them." While a few reviews pointed out higher initial costs, the consensus reflects satisfaction with the quality and support received relative to the investment made.Was this helpful?
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See All Locations (5)Long Beach, CA
14 5th Pl, Long Beach
Long Beach, CA 908022 - 5
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$25,000+$50 - $99 / hr50 - 249San Jose, CA
Services provided
30% AI Development10% AI Agents10% AI Consulting +610% Custom Software Development10% Generative AI10% Robotics Process Automation10% Web Development5% Cybersecurity5% Mobile App DevelopmentFocus Areas
5% Chatbots & Conversational AI25% Machine Learning20% AI Recommendation Systems +510% Cognitive Computing10% Computer Vision10% Natural Language Processing10% Robotics10% Voice and Speech RecognitionAI company Tech.us, Inc provides Artificial Intelligence and Custom Software Development. They are based in San Jose, California.
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$25,000+$25 - $49 / hr50 - 249Richardson, TX
Services provided
25% Cloud Consulting & SI20% AI Consulting20% AI Development +410% AI Agents10% ERP Consulting and SI10% IT Managed Services5% Enterprise App ModernizationFocus Areas
25% Chatbots & Conversational AI20% Machine Learning15% Natural Language Processing +410% AI Recommendation Systems10% Cognitive Computing10% Computer Vision10% Voice and Speech RecognitionAptaCloud is a Richardson, Texas-based cloud consulting & SI company. They provide cloud consulting & SI and Artificial Intelligence.
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$5,000+$25 - $49 / hr250 - 999South Brunswick Township, NJ
Services provided
20% AI Development20% Cloud Consulting & SI20% DevOps Managed Services +220% Digital Engineering20% IT Strategy ConsultingFocus Areas
25% Chatbots & Conversational AI25% Natural Language Processing20% Machine Learning +220% Voice and Speech Recognition10% AI Recommendation SystemsAurotek corp is a midsize IT strategy consulting company. Founded in 2021, the team provides IT strategy consulting and cloud consulting & SI.
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$10,000+$50 - $99 / hr10 - 49Columbus, OH
Services provided
30% AI Development20% Mobile App Development20% UX/UI Design +220% Web Development10% Cloud Consulting & SIFocus Areas
20% Chatbots & Conversational AI20% Computer Vision20% Machine Learning +220% Natural Language Processing20% Voice and Speech RecognitionSee all 1 projectsInnolab AI is a global AI and custom software company helping B2B organizations accelerate growth through automation, data-driven insights, and enterprise-grade digital solutions. Founded in 2020,
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$25,000+$50 - $99 / hr2 - 9San Francisco, CA
Services provided
40% AI Development30% Generative AI15% AI Consulting +115% Custom Software DevelopmentFocus Areas
25% Chatbots & Conversational AI25% Cognitive Computing25% Machine Learning +125% Natural Language ProcessingEstablished in 2023, Radiant AI is an AI development company. Based in London, England and San Francisco, California, the team focuses on Artificial Intelligence and Generative AI.
Read moreSee All Locations (2)San Francisco, CA
Harrison St
San Francisco, CA CA941032 - 5
+447305156105
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$25,000+$50 - $99 / hr2 - 9Davie, FL
Services provided
50% AI Consulting50% AI DevelopmentFocus Areas
20% Chatbots & Conversational AI20% AI Recommendation Systems20% Cognitive Computing +220% Natural Language Processing20% Voice and Speech RecognitionBoost Education, Inc is a big data analytics company. Located in Davie, Florida, their team focuses on BI & big data consulting & SI and Artificial Intelligence.
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Undisclosed$300+ / hr10 - 49Orlando, FL
Services provided
50% AI Consulting40% Video Production10% Web DesignFocus Areas
20% Chatbots & Conversational AI20% Cognitive Computing10% AI Recommendation Systems +510% Computer Vision10% Machine Learning10% Natural Language Processing10% Robotics10% Voice and Speech RecognitionLaunched in 2024, Melodic Montage Studios LLC is an AI Consulting company. The team offers AI Consulting and Video Production.
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UndisclosedUndisclosed2 - 9Portland, OR
Services provided
40% AI Consulting20% AI Development20% Digital Strategy +120% Market ResearchFocus Areas
100% Chatbots & Conversational AIAI Advantage Agency is a small AI Consulting company. They provide AI Consulting and Market Research and were established in 2023.
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$25,000+$25 - $49 / hr1,000 - 9,999Reston, VA
Services provided
45% Custom Software Development20% Mobile App Development15% AI Development +210% BI & Big Data Consulting & SI10% Low/No Code DevelopmentFocus Areas
20% Chatbots & Conversational AI40% Machine Learning40% Natural Language ProcessingSee all 54 projectsKellton is an IT services and consulting firm specializing in custom software development, application development, and digital transformation initiatives. Across their reviews, clients consistently highlight their professionalism, timely delivery, and strong project management. Notably, around 85% of reviewers praised the quality of their resources and development expertise, although some suggested enhancements in communication and QA processes. Overall, Kellton is commended for its technical proficiency and client-centric approach.
Reviews mention Easy to work with
Kellton Tech Solutions is consistently praised for their ease of collaboration, with clients noting their customer-focused attitude and adaptability. One client highlighted their willingness to add team members to meet deadlines, stating, "They make it easy to work with them." Another mentioned, "The developers are responsive to our asks," emphasizing their commitment to maintaining effective communication. Overall, the sentiment reflects a strong appreciation for Kellton's collaborative approach, making them a favorable choice for complex projects.-
Process Compliance Solution for Business Services Firm
5.0 Apr 21, 2017Working with Tivix was extremely straightforward and easy. Their employees are very talented and had a great work ethic. We truly feel that this is what made this venture successful. One of their slogans is, “Get stuff done.” This is essentially what we expressed as the goal for our project during the interview.
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Staff Augmentation for System Integration & Software Dev Co
5.0 Nov 8, 2019They’ve performed very well and have been better than the other outsourcing firms we’ve worked with. I wouldn’t keep going back to them if they weren’t meeting our expectations, and we’ve done multiple projects together. They make it easy to work with them. The team adapts to time zone differences. We have multiple meetings each week with them to ensure that we stay on the same page. I don’t just engage with the project managers; I often speak directly with the developers over the phone and explain any issues we’re having or what we’re trying to accomplish.
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Database Development for Boutique Tech Firm
5.0 Jan 31, 2017It's been easy to manage them. We first started with twice a week, and it's been so smooth that I moved it to once a week. We use cloud-based systems like Pivotal and another bug-tracking system.
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iOS & Android App Dev & Maintenance for B2B E-Commerce Firm
4.0 May 23, 2024Very easy to work with. The developers are responsive to our asks.
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Industry Experience
Kellton has demonstrated expertise across various industries, including banking, finance, education, and healthcare. Clients commend their professional approach, quality of deliverables, and ability to meet project timelines. In the banking sector, they provided valuable resources that significantly improved delivery efficiency. In education, their collaborative work led to a robust platform development. In healthcare, they effectively integrated complex systems, enhancing operational workflows. Overall, Kellton's adaptability and client-centric focus position them well in sectors requiring digital transformation and custom software solutions.
Read All ReviewsSelect Industry to see insights
Banks Agriculture Nonprofit Medical Utilities Other Industry Software Arts, entertainment & music Manufacturing Government Chemicals & Biotechnology eCommerce IT Services Healthcare Education Business services Information technology Automotive Advertising & marketing Financial services LegalWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Client feedback on Kellton emphasizes a generally favorable perception of their cost-effectiveness and value for money. Multiple reviews highlight that Kellton's pricing aligns well with client budgets, often described as 'good value for cost.' For instance, one client noted they selected Kellton due to their 'pricing fit our budget' and 'high ratings.' Overall, clients appreciated the quality of work delivered on time and within budget, reinforcing the sentiment that Kellton provides significant value relative to their costs.Was this helpful?
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This provider is fluent in 6 languages:
- English
- Polish
- Dutch
- Spanish
- Hindi
- French
This provider is available in 7 time zones:
- Greenwich Mean Time (GMT)
- India Standard Time (IST)
- Central European Time (CET)
- Central Standard Time (CST)
- Eastern Standard Time (EST)
- Pacific Standard Time (PST)
- Mountain Standard Time (MST)
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$5,000+$25 - $49 / hr10 - 49GRYMR-DEVNDLE, KY
Services provided
38% BI & Big Data Consulting & SI22% AI Consulting20% AI Development +120% Generative AIFocus Areas
20% Chatbots & Conversational AI20% Cognitive Computing20% Machine Learning +220% Natural Language Processing20% RoboticsBusiness intelligence company Ubico Infosoft was established in 2018. The agency focuses on BI & big data consulting & SI and AI Consulting.
Read moreSee All Locations (2)GRYMR-DEVNDLE, KY
Highway 42
GRYMR-DEVNDLE, KY 4022216 - 20
+917290006770
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$1,000+$150 - $199 / hr2 - 9Winter Springs, FL
Services provided
25% CRM Consulting and SI20% AI Development20% Web Development +315% Low/No Code Development10% AI Agents10% AI ConsultingFocus Areas
55% Chatbots & Conversational AI25% Cognitive Computing20% AI Recommendation SystemsGet Me Automated is a small Winter Springs, Florida-based CRM consulting and SI company. The team specializes in CRM consulting and SI and Web Development.
Read more -
UndisclosedUndisclosed10 - 49Chicago, IL
Services provided
50% AI Development50% AR/VR DevelopmentFocus Areas
100% Chatbots & Conversational AI30% Cognitive Computing30% Machine Learning +220% Natural Language Processing10% RoboticsMoonshot by Pactera Digital is an artificial intelligence firm and AR/VR development company launched in 2015. The agency offers Artificial Intelligence and AR/VR development, and is small.
Read more -
UndisclosedUndisclosed10 - 49Newark, NJ
Services provided
50% AI Development25% Email Marketing25% Social Media MarketingFocus Areas
100% Chatbots & Conversational AI30% Machine Learning25% Cognitive Computing +225% Natural Language Processing10% RoboticsSAM AI, Inc., an artificial intelligence company, was launched in 2016. The firm provides Artificial Intelligence and Email Marketing.
Read more -
UndisclosedUndisclosed10 - 49Campbell, CA
Services provided
50% AI Development50% Customer Service OutsourcingFocus Areas
100% Chatbots & Conversational AI40% Natural Language Processing30% Machine Learning +210% Cognitive Computing10% RoboticsSmall artificial intelligence company and Customer Service Outsourcing company Rulai, Inc., is in Campbell, California. Their services include Artificial Intelligence and Customer Service
Read more -
$1,000+$150 - $199 / hr10 - 49Sherman, TX
Services provided
25% Generative AI25% Search Engine Optimization25% Social Media Marketing +125% Web DesignFocus Areas
50% Chatbots & Conversational AI50% Voice and Speech RecognitionSee all 2 projectsWe are a local digital marketing company based in Sherman, TX that specializes in online marketing, AI + SEO, web design, and social media. It’s what we do and it’s what we love. We also have
Read more -
$10,000+Undisclosed10 - 49Irvine, CA
Services provided
70% AI Development8% Corporate Training & Coaching7% BI & Big Data Consulting & SI +35% Business Consulting5% IoT Development5% Logistics & Supply Chain ConsultingFocus Areas
10% Chatbots & Conversational AI60% Machine Learning10% Cognitive Computing +210% Natural Language Processing10% RoboticsLaunched in 2014, theDevMasters is an AI company. The team specializes in Artificial Intelligence and Corporate Training & Coaching and is in Irvine, California and Los Angeles, California.
Read more -
$50,000+Undisclosed50 - 249Knoxville, TN
Services provided
10% AI Development10% AR/VR Development10% Cloud Consulting & SI +710% Custom Software Development10% E-Commerce Development10% Enterprise App Modernization10% Microservices Architecture Services10% Mobile App Development10% UX/UI Design10% Web DesignFocus Areas
50% Chatbots & Conversational AI50% Machine LearningResultStack is a Knoxville, Tennessee-based software development company. They focus on Custom Software Development and Mobile App Development.
Read more -
$5,000+$50 - $99 / hr2 - 9Fishers, IN
Services provided
50% AI Agents25% AI Consulting25% AI DevelopmentFocus Areas
50% Chatbots & Conversational AI20% AI Recommendation Systems20% Natural Language Processing +110% Machine LearningDapto.ai is an AI Agents company. They specialize in AI Agents and Artificial Intelligence and are located in Fishers, Indiana.
Read more -
$10,000+$50 - $99 / hr10 - 49Grand Rapids, MI
Services provided
40% Web Development30% E-Commerce Development10% AI Development +210% Low/No Code Development10% Web DesignFocus Areas
25% Chatbots & Conversational AI75% Natural Language ProcessingSee all 19 projectsWebriQ is a web development and digital solutions company that offers services including website creation, content management, and digital strategy. The company consistently receives positive feedback for its responsiveness, budget-friendly pricing, and ability to deliver tailored solutions, with approximately 85% of reviews highlighting these strengths. Clients appreciate WebriQ's dedication to aligning with their vision and providing ongoing support, though some note minor delays due to time zone differences.
Reviews mention Great project management
Clients consistently commend WebriQ for their exceptional project management capabilities. One client highlighted their efficiency, stating, "There’s never a day where I don’t go without hearing from them," and emphasized their responsiveness to requests. Another client noted the seamless communication and integration of services, appreciating that WebriQ felt like part of their team. Overall, the sentiment reflects a high level of satisfaction with WebriQ's project management, marked by effective communication and timely execution.-
Web Dev & Web Design for Medical Practice
5.0 Jan 21, 2021From a project management standpoint, they’re extremely efficient. If there’s an update or I need something fixed, I’ll email my contact. There is also a system that they gave me access to. I can upload a task with a due date, and someone will have it done for me within a few days. There’s never a day where I don’t go without hearing from them.
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Industry Experience
WebriQ has demonstrated strong expertise across various sectors including energy, legal, real estate, and specialized consumer industries like decorative hardware and off-road mobility solutions. Their strengths lie in delivering modern, user-friendly websites and ongoing support through their WSaaS model, resulting in enhanced user engagement and operational efficiency. Overall sentiment indicates high satisfaction with their responsiveness and project management, making them well-suited for clients in energy & natural resources, legal, and consumer services sectors.
Read All ReviewsSelect Industry to see insights
Education Other industries Design Energy & natural resources Engineering Beauty & Cosmetics Other Industry Healthcare Real estate Financial services Advertising & marketing Software LegalWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently praise WebriQ for its competitive pricing and exceptional value for money. For instance, one client noted that the 'pricing fit our budget' and highlighted the 'good value for cost' as key reasons for choosing them. Another client emphasized the affordability of their 'website as a service' model, which allows for unlimited updates without substantial additional costs. Overall, the sentiment reflects satisfaction with the cost-effectiveness of their services, making WebriQ a favorable option for many businesses.Was this helpful?
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Ability to Deliver (y-axis)
Ability to Deliver considers three criteria:
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Best Chatbot Companies in the US
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$75,000+Undisclosed250 - 999Charlotte, NC
Ability to deliver
39.5/40.020/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
35% AI Development30% Chatbots & Conversational AI65% Other -
$75,000+$100 - $149 / hr50 - 249New York, NY
Ability to deliver
38.9/40.019/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
70% AI Development45% Chatbots & Conversational AI30% Other -
$25,000+$50 - $99 / hr250 - 999Miami, FL
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
10% AI Development50% Chatbots & Conversational AI90% Other -
$25,000+$50 - $99 / hr250 - 999Austin, TX
Ability to deliver
38/40.018.4/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
30% AI Development35% Chatbots & Conversational AI70% Other -
$100,000+$100 - $149 / hr50 - 249Danvers, MA
Ability to deliver
38.8/40.019.2/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
80% AI Development40% Chatbots & Conversational AI20% Other -
$10,000+$50 - $99 / hr250 - 999Marlborough, MA
Ability to deliver
38.3/40.018.6/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
30% AI Development30% Chatbots & Conversational AI70% Other -
$50,000+$50 - $99 / hr1,000 - 9,999San Francisco, CA
Ability to deliver
40/40.020/20 Reviews10/10 Clients & Experience10/10 Market PresenceService focus
10% AI Development25% Chatbots & Conversational AI90% Other -
$10,000+$100 - $149 / hr50 - 249Chicago, IL
Ability to deliver
36.9/40.018.2/20 Reviews9.6/10 Clients & Experience9.2/10 Market PresenceService focus
30% AI Development70% Chatbots & Conversational AI70% Other -
$10,000+Undisclosed250 - 999Sunny Isles Beach, FL
Ability to deliver
34.8/40.016.2/20 Reviews8.9/10 Clients & Experience9.6/10 Market PresenceService focus
50% AI Development50% Chatbots & Conversational AI50% Other -
$10,000+$50 - $99 / hr250 - 999Greenville, SC
Ability to deliver
39.9/40.020/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
10% AI Development35% Chatbots & Conversational AI90% Other -
$10,000+$150 - $199 / hr10 - 49Lewisville, TX
Ability to deliver
38.7/40.018.8/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
10% AI Development100% Chatbots & Conversational AI90% Other -
$5,000+$50 - $99 / hr10 - 49San Diego, CA
Ability to deliver
38.9/40.020/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
70% AI Development30% Chatbots & Conversational AI30% Other -
$50,000+$150 - $199 / hr10 - 49Austin, TX
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
10% AI Development70% Chatbots & Conversational AI90% Other -
$10,000+$25 - $49 / hr250 - 999New York, NY
Ability to deliver
40/40.020/20 Reviews10/10 Clients & Experience10/10 Market PresenceService focus
10% AI Development30% Chatbots & Conversational AI90% Other -
$25,000+$50 - $99 / hr250 - 999Aventura, FL
Ability to deliver
38.5/40.019/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
20% AI Development30% Chatbots & Conversational AI80% Other -
$25,000+$50 - $99 / hr250 - 999Atlanta, GA
Ability to deliver
37.1/40.017.4/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
90% AI Development25% Chatbots & Conversational AI10% Other -
$10,000+$100 - $149 / hr10 - 49Sacramento, CA
Ability to deliver
38.1/40.018.6/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
10% AI Development100% Chatbots & Conversational AI90% Other -
$10,000+Undisclosed50 - 249San Francisco, CA
Ability to deliver
38.9/40.019.4/20 Reviews9.7/10 Clients & Experience9.7/10 Market PresenceService focus
30% AI Development40% Chatbots & Conversational AI70% Other -
$50,000+$50 - $99 / hr1,000 - 9,999New York, NY
Ability to deliver
39.8/40.020/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
20% AI Development10% Chatbots & Conversational AI80% Other -
$10,000+$50 - $99 / hr50 - 249San Francisco, CA
Ability to deliver
37.3/40.017.6/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
100% AI Development35% Chatbots & Conversational AI -
$50,000+$50 - $99 / hr250 - 999Plano, TX
Ability to deliver
38.7/40.020/20 Reviews9.5/10 Clients & Experience9.2/10 Market PresenceService focus
20% AI Development25% Chatbots & Conversational AI80% Other -
$5,000+$50 - $99 / hr10 - 49Houston, TX
Ability to deliver
36.7/40.017.8/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
25% AI Development80% Chatbots & Conversational AI75% Other -
$25,000+$50 - $99 / hr250 - 999Orlando, FL
Ability to deliver
35.8/40.016.2/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
60% AI Development30% Chatbots & Conversational AI40% Other -
$10,000+$150 - $199 / hr10 - 49Webster Groves, MO
Ability to deliver
39.5/40.020/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
35% AI Development35% Chatbots & Conversational AI65% Other -
$10,000+$25 - $49 / hr50 - 249San Francisco, CA
Ability to deliver
38.1/40.018.6/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
65% AI Development20% Chatbots & Conversational AI35% Other -
$10,000+$100 - $149 / hr50 - 249Los Angeles, CA
Ability to deliver
39.6/40.020/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
30% AI Development25% Chatbots & Conversational AI70% Other -
$25,000+$100 - $149 / hr50 - 249New York, NY
Ability to deliver
39.1/40.019.4/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
34% AI Development25% Chatbots & Conversational AI66% Other -
$25,000+$100 - $149 / hr50 - 249Chicago, IL
Ability to deliver
38.5/40.019/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
45% AI Development20% Chatbots & Conversational AI55% Other -
$25,000+$25 - $49 / hr250 - 999Lakeville, MN
Ability to deliver
36.6/40.016.8/20 Reviews9.9/10 Clients & Experience9.9/10 Market PresenceService focus
20% AI Development35% Chatbots & Conversational AI80% Other -
$75,000+$50 - $99 / hr50 - 249Marlborough, MA
Ability to deliver
38.9/40.020/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
60% AI Development10% Chatbots & Conversational AI40% Other
Latest Chatbots Articles
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U.S. Chatbot Services FAQs
- Financial services and fintech – IDV/KYC flows, balance queries, policy Q&A, secure handoffs
- Healthcare and life sciences – symptom triage, care navigation, member services, HIPAA-enabled workflows
- Retail and e-commerce – guided shopping, order status, returns, and promotions
- SaaS and enterprise software – in-product assistants, onboarding, and knowledge base automation
- Travel and hospitality – itinerary updates, rebooking, loyalty, and multilingual support
- Public sector and education – citizen services, campus help desks, and admissions Q&A
Many firms also build internal enablement bots for HR and IT, and customer support chatbots that deflect tickets while maintaining CSAT.
- Deep ecosystem access — U.S. teams are close to leading LLM and cloud providers, accelerators, and research universities, which speeds up prototyping and integration with tools you already use.
- Enterprise readiness – Many U.S. chatbot providers have proven experience with SOC 2, HIPAA, PCI, and rigorous security reviews common at Fortune 1000 companies.
- Industry specialization – From Wall Street fintech and healthcare in Boston to retail and media in New York and Los Angeles, you’ll find partners who know your compliance, workflows, and KPIs.
- Time zone alignment and support SLAs – For U.S.-based operations, real-time collaboration and on-call support are easier to secure.
Pricing varies by scope, stack, and compliance needs, but typical U.S. ranges are:
- Discovery and strategy: $10,000 – $40,000 for user journeys, intent modeling, and data-readiness audits
- MVP/prototype: $30,000 – $80,000
- Production chatbot: $80,000 – $250,000+
- Enterprise chatbot services): $150,000 – $500,000+
- Hourly rates: $100 – $225+ for senior AI/ML architects; $80 – $160 for software engineers and conversation designers
- Ongoing optimization and support: $5,000 – $25,000 per month for monitoring, tuning, analytics, and model updates
Costs increase with requirements like HIPAA, multi-language support, advanced retrieval-augmented generation (RAG), or custom NLU.
Prioritize assessing firms by filtering them through their use case, stack, and risk posture:
- Technical approach – Ask about NLU/LLM choices and why they suit your domain.
- Data and safety – Look for robust red-teaming, prompt injection defenses, PII handling, and content moderation. Confirm SOC 2/ISO posture, HIPAA, and encryption standards.
- Integration depth – Validate experience with your CRM, CX, and data stack.
- Measurement plan – Require clear KPIs and analytics for ongoing tuning.
- Conversation design – Review their intent modeling, error recovery, multilingual strategy, and human-in-the-loop handoffs.
- References and pilots – Ask for U.S.-based case studies and consider a timeboxed pilot with exit criteria.
Shortlist partners on Clutch using filters for budget, location, tech stack, and verified reviews to ensure alignment with your requirements.
- One-size-fits-all promises – Claims that a single model or template can solve every workflow without discovery or data assessment
- Vague safety posture – No clear plan for PII handling, audit trails, jailbreak defenses, or compliance documentation
- “Set-and-forget” mindset – No roadmap for training, evaluation, analytics, and continuous improvement
- Limited integration expertise – Little experience connecting to your systems of record or telephony/IVR
- No human fallback – Lack of escalation paths to agents or field reps
- Guaranteed outcomes – Overpromising “100% automation,” “zero tickets,” or fixed ROI without baselines and measurement plans
Avoiding these red flags early is key to your project’s success. Do your best to spot and address these warning signs right away.
Get matched with the 5 best-fit agencies for your project—in 4 minutes or less.