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Featured
What are Featured Providers?
$5,000+$150 - $199 / hr2 - 9Serves United StatesServices provided
See all 7 projectsQwerry is a market research solutions provider renowned for its expertise in survey analysis, consumer insights, and market data research. The company consistently receives highly positive feedback, with 100% of reviewers praising its professionalism, thoroughness, and tailored approach to client needs. Commonly highlighted aspects include their effective project management, detailed data analysis, and the ability to offer actionable insights, making them an invaluable partner for strategic decision-making.
$5,000+$150 - $199 / hr2 - 9Serves United StatesServices provided
See all 41 projectsMap and Fire is a market research firm specializing in providing comprehensive market research solutions, including survey analysis and consumer insights. The company is praised for its strong project management, timely delivery, and valuable consumer insights. Approximately 100% of reviewers highlight the firm's dedication to understanding specific business needs, with many noting their ability to align marketing data and analysis with client objectives.
$25,000+Undisclosed10 - 49Serves United StatesServices provided
See all 8 projectsAntedote is a Market Research Solutions firm specializing in Consumer Insights, Market Trend Analysis, and Marketing Data Analysis. The company consistently receives positive feedback for its professionalism, effective communication, and ability to deliver insightful, actionable results. Approximately 100% of reviews highlight their deep understanding and expertise in qualitative and quantitative research, with no significant areas for improvement mentioned by clients.
$10,000+$150 - $199 / hr10 - 49Serves United StatesServices provided
See all 8 projectsGraphos Product is a branding and web strategy company specializing in crafting go-to-market strategies and developing distinctive brand identities. With a focus on delivering a seamless client experience, 100% of reviews highlight their personalized engagement and strong alignment with client values. Clients consistently praise their professional integrity and high-quality deliverables, with no negative feedback reported.
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$1,000+$50 - $99 / hr10 - 49St. Petersburg, FL
Services provided
Email Marketing company MedicalProspects focuses on Email Marketing and Direct Marketing. They were founded in 2026.
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$1,000+$25 - $49 / hr10 - 49Los Angeles, CA
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Final Outreach is an Email Marketing company. They focus on Email Marketing and Marketing Strategy and were established in 2025. The company is headquartered in Los Angeles, California.
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Featured
What are Featured Providers?
$10,000+$150 - $199 / hr2 - 9Serves United StatesServices provided
See all 28 projectsPlanBeyond is a market research company specializing in Market Research Solutions, Consumer Insights, and Data Analysis. Reviews indicate a 100% satisfaction rate, with clients praising PlanBeyond's exceptional project management, clear communication, and insightful recommendations. Approximately 90% of reviewers highlighted their ability to tailor Market Research Analysis to meet specific client needs, showcasing their expertise in Market Trend Analysis and Marketing Data Analysis.
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$1,000+$100 - $149 / hr2 - 9Olmsted Falls, OH
Services provided
See all 1 projectsRail Trip Strategies is a marketing consultancy firm that specializes in increasing awareness and booking meetings for eCommerce and marketing tech companies. Feedback is overwhelmingly positive, with 100% of reviewers praising their cost-effectiveness and cultural alignment. Clients highlight their impressive work quality and fair pricing, with no suggestions for improvement noted.
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$5,000+UndisclosedFreelancerDurham, NC
Services provided
See all 1 projectsProdUx Design is a consultancy firm specializing in refining product development processes and go-to-market strategies. They received overwhelmingly positive feedback, with 100% of reviewers praising their expertise in aligning processes with industry standards and their strategic insight. Clients valued their ability to deliver on time and their proactive communication, though improvements were suggested in documentation detail and frequency of check-ins during critical phases.
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$10,000+$100 - $149 / hr2 - 9Atlanta, GA
Services provided
Caren West PR is a public relations agency. Founded in 2005, the team specializes in Public Relations and Branding.
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$10,000+$100 - $149 / hr2 - 9Sausalito, CA
Services provided
Kindred Creative Group is a branding firm. The Sausalito, California-based firm was founded in 2009. Their team specializes in Branding and Advertising.
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UndisclosedUndisclosed2 - 9Lowell, MA
Services provided
Located in Lowell, Massachusetts, StitchDX is a small SEO agency. Their services include Search Engine Optimization and Web Design.
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$5,000+$100 - $149 / hr2 - 9Bexley, OH
Services provided
Marcy Design is a web design company. Located in Bexley, Ohio, the agency was founded in 1988. Their services include Web Design and Advertising.
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UndisclosedUndisclosed2 - 9Fairhope, AL
Services provided
Located in Fairhope, Alabama, Portside Advertising is an Advertising company. Their services include Advertising and Branding.
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UndisclosedUndisclosed2 - 9Seattle, WA
Services provided
Product Design company Pillar Product Design LLC is in Seattle, Washington. Their services include Product Design and UX/UI Design.
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UndisclosedUndisclosed2 - 9Duluth, MN
Services provided
Creative Arcade is a small graphic design agency located in Duluth, Minnesota. Their services include Graphic Design and Web Development.
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Undisclosed$50 - $99 / hr2 - 9Canfield, OH
Services provided
Founded in 1991, mcconnell marketing is a graphic design agency. Their team focuses on Graphic Design and Print Design.
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$1,000+$100 - $149 / hrFreelancerSpokane, WA
Services provided
Larkin SEO: White Label, a Content Marketing company, focuses on Content Marketing and Digital Strategy. The firm is located in Spokane, Washington and Chula Vista, California.
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UndisclosedUndisclosed50 - 249Sheridan, WY
Services provided
Launched in 2022, Performance Marketing agency is an Advertising company. The firm specializes in Advertising and Branding, and is midsize.
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UndisclosedUndisclosed50 - 249Altamonte Springs, FL
Services provided
Innovant Solutions Inc. Is a branding agency. The team focuses on Branding and Market Research and is located in Altamonte Springs, Florida.
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$5,000+$100 - $149 / hr50 - 249Tempe, AZ
Services provided
Faraya, a software development company, was launched in 2019. The firm focuses on Custom Software Development and Artificial Intelligence, and is midsize.
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$10,000+Undisclosed2 - 9Cleveland, OH
Services provided
Lake Digital is an Advertising company launched in 2015. In Cleveland, Ohio and Nashville, Tennessee, the team provides Advertising and Pay Per Click.
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$25,000+Undisclosed2 - 9San Francisco, CA
Services provided
MacKenzie is an Advertising company. Located in San Francisco, California, the company offers Advertising and Branding.
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UndisclosedUndisclosed2 - 9New York, NY
Services provided
Kalyna Marketing LLC is a Marketing Strategy company. Their team is in New York, New York and offers Marketing Strategy and Content Marketing.
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$5,000+$100 - $149 / hr2 - 9Clive, IA
Services provided
Machine Marketing LLC is a social media marketing agency. Founded in 2023, the team provides Social Media Marketing and Digital Strategy. The firm is located in Clive, Iowa.
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$1,000+UndisclosedFreelancerMonterey, CA
Services provided
See all 4 projectsBrickman Marketing is a public relations and marketing firm specializing in promoting events, businesses, and organizations through press releases, social media, and strategic partnerships. Clients consistently praise Wendy Brickman for her energy, responsiveness, and deep community connections, highlighting her ability to significantly increase event attendance and sponsorship revenue. Overall, 100% of reviews are positive, noting her exceptional organizational skills and dedication.
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$1,000+$100 - $149 / hr2 - 9Montgomery, IL
Services provided
Nice2Link, LLC is a SEO services firm. Their small team is based in Montgomery, Illinois. Their services include Search Engine Optimization and Web Design.
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$1,000+Undisclosed2 - 9Sherrills Ford, NC
Services provided
Headquartered in Sherrills Ford, North Carolina, Medi Marketing is a SEO services firm. Their services include Search Engine Optimization and Web Design.
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$1,000+UndisclosedFreelancerTraverse City, MI
Services provided
See all 2 projects4Humans is a web development company renowned for its exceptional design ideas and efficient project delivery. The majority of reviews, including 100% positive feedback, highlight their ability to understand client needs and provide innovative solutions. Clients praise their unique design elements and effective communication, resulting in successful projects, such as generating 19 discovery calls within 24 hours of a website launch.
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$5,000+$150 - $199 / hr10 - 49Naperville, IL
Services provided
Design Resource Center is a Packaging Design company launched in 1990. The agency provides Packaging Design and Branding, and is small.
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$5,000+$150 - $199 / hr10 - 49Roswell, GA
Services provided
User experience company Human Spark is headquartered in Roswell, Georgia. They offer UX/UI Design and Branding.
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UndisclosedUndisclosed10 - 49Austin, TX
Services provided
Launched in 2014, tfleads is a small Austin, Texas-based Advertising company. Their services include Advertising and Market Research.
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UndisclosedUndisclosed10 - 49Dallas, TX
Services provided
Alpha Business Images, LLC is a small Advertising company based in Dallas, Texas. Their services include Advertising and Marketing Strategy.
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$5,000+Undisclosed10 - 49Indianapolis, IN
Services provided
Email Marketing company DemandCurveMarketing was founded in 2017. The company focuses on Email Marketing and Digital Strategy, and is small.
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UndisclosedUndisclosed10 - 49Dearborn, MI
Services provided
The greatest on the planet is a small Dearborn, Michigan-based Advertising company. Their services include Advertising and Branding.
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UndisclosedUndisclosed10 - 49Brentwood, CA
Services provided
Superior Tech Solutions, an Advertising company, was established in 1995. The firm provides Advertising and Branding, and is small.
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UndisclosedUndisclosed10 - 49Washington, DC
Services provided
Launched in 2016, Magonova & Partners is a small public relations firm. Their services include Public Relations and Marketing Strategy.
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$50,000+$200 - $300 / hr10 - 49Bee Cave, TX
Services provided
Bold Narratives is a branding agency located in Bee Cave, Texas. Established in 2023, the team focuses on Branding and Marketing Strategy.
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UndisclosedUndisclosed10 - 49Lewes, DE
Services provided
Tectanic is an Advertising company based in Lewes, Delaware and Lewes, Delaware. The team focuses on Advertising and Marketing Strategy.
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$5,000+$50 - $99 / hr10 - 49Los Angeles, CA
Services provided
See all 2 projectsDecide Branding Agency offers branding and web design services, focusing on creating brand identity and websites. Clients highlight their excellent communication, timely delivery, and talented team, making them stand out as a reliable partner. The agency is praised for its positive culture and alignment with client values, with no noted areas for improvement.
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$1,000+$50 - $99 / hr10 - 49Newark, DE
Services provided
Branding firm U.CAN.BE LLC was founded in 2013. The small team provides Branding and Market Research.
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$1,000+$50 - $99 / hr10 - 49Doral, FL
Services provided
KOI STUDIO is a branding firm. The Doral, Florida-based agency offers Branding and Product Design.
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$1,000+$25 - $49 / hr2 - 9Cleveland, OH
Services provided
Established in 2021, Constellar User Design Solutions, LLC, a small UX design agency, is in Cleveland, Ohio. Their team provides UX/UI Design and Web Design.
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$25,000+$100 - $149 / hr10 - 49Boston, MA
Services provided
See all 5 projectsCaptains of Industry is a full-service marketing and branding agency specializing in strategic consulting, video production, and digital marketing. Reviews highlight their ability to integrate seamlessly with client teams and deliver impactful results, such as increased revenue and brand engagement. They received overwhelmingly positive feedback, with 100% of reviewers praising their expertise and creativity, though some noted the high cost of services.
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Undisclosed$50 - $99 / hr2 - 9Kissimmee, FL
Services provided
SoFriendly is an UX company. Their team is located in Kissimmee, Florida. The company specializes in UX/UI Design and Web Design.
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$25,000+$100 - $149 / hr2 - 9Austin, TX
Services provided
Progress UX Research is an user experience company established in 2006. The team provides UX/UI Design and Digital Strategy and is located in Austin, Texas and Seattle, Washington.
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$5,000+$100 - $149 / hr2 - 9Edina, MN
Services provided
Integrated Advertising Network is a small Edina, Minnesota-based Advertising company. The team focuses on Advertising and Public Relations.
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$1,000+$100 - $149 / hr2 - 9Fort Worth, TX
Services provided
Founded in 2004, BrandEra is a small Fort Worth, Texas-based branding company. Their services include Branding and Public Relations.
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$5,000+$100 - $149 / hr2 - 9Chicago, IL
Services provided
World Headquarters is an UX company based in Chicago, Illinois. Established in 2004, the team offers UX/UI Design and Branding.
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$10,000+$100 - $149 / hr2 - 9Baltimore, MD
Services provided
Advertising company B Creative Group was founded in 2004. The company provides Advertising and Branding.
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$1,000+$100 - $149 / hr2 - 9Fort Lauderdale, FL
Services provided
Search Eclipse is a SEO services firm founded in 2017. The team offers Search Engine Optimization and Advertising and is located in Fort Lauderdale, Florida and Fort Lauderdale, Florida.
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$1,000+$150 - $199 / hr2 - 9Huntsville, AL
Services provided
Established in 2007, Marketing on the Web is a small Advertising company. Their services include Advertising and Pay Per Click.
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UndisclosedUndisclosed2 - 9Boise, ID
Services provided
Founded in 2012, Branched Roots is a graphic design agency. The firm offers Graphic Design and Web Design, and is small.
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UndisclosedUndisclosed2 - 9Roswell, GA
Services provided
Branding company Full Tilt Consulting is headquartered in Roswell, Georgia. They specialize in Branding and Marketing Strategy.
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UndisclosedUndisclosed2 - 9Los Angeles, CA
Services provided
Generation Marketing, a Digital Strategy company, was established in 2018. The team offers Digital Strategy and Marketing Strategy.
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Get My MatchesWhy Trust Clutch
At Clutch, we believe trust is the foundation of every business relationship. Our mission is to help buyers make confident, data-backed decisions informed by real client experiences.
Every review on Clutch undergoes a rigorous, human-led verification process to make sure it’s valid. Our team of specialists confirms the identity of each reviewer, ensures the project is legitimate, and only publishes reviews that meet our strict criteria.
Verification doesn’t stop at the point of publication. Our Trust & Safety team routinely audits older reviews against our guidelines. When reviews fall short of our standards, we remove them.
We evaluate service providers using a structured methodology that combines:
- In-depth client interviews and ratings
- Comprehensive project details
- Market presence
- Portfolio examples and industry recognition
This data powers tools like the Leaders Matrix, which helps you compare agencies directly. Our research team curates rankings by weighing verified reviews most heavily, so the most trusted and experienced providers rise to the top.
Using this unique combination of verified client feedback and provider-supplied insights, Clutch distills the most important details into clear, digestible summaries so you have everything you need to make confident, informed decisions quickly.
We take fraud seriously. Providers who violate our guidelines may face lower rankings, restricted visibility, or removal from the platform altogether.
Clutch’s commitment to transparency is ongoing. We’re constantly refining our systems to protect the integrity of reviews and support you in finding the right agency.
Top Market Research Companies in the United States
From New York’s media and finance corridors to Silicon Valley’s tech labs and Chicago’s consumer brands, the United States is a global hub for high-caliber market research. Clutch makes it easier to find a partner you can trust.
Our listings are powered by verified client reviews, detailed service profiles, industry focus, and transparent case studies. Whether you need B2B buyer interviews, consumer surveys, UX testing, or a full mixed-methods study, you can filter by budget, location, methodology, and industry to find the right fit. Many U.S. firms also offer bilingual (English–Spanish) recruiting and nationwide panels, plus expertise in regulations like CCPA and HIPAA for compliant research in sensitive sectors.
Start with the full list or browse top metros:
• Top Market Research Companies
• Market Research Companies in Los Angeles
List of the Top 15 United States Market Research Firms
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$5,000+$150 - $199 / hr2 - 9Torrance, CA
Ability to deliver
38/40.018.8/20 Reviews10/10 Clients & Experience9.2/10 Market PresenceService focus
75% Market Research25% Other -
$10,000+$150 - $199 / hr2 - 9Seattle, WA
Ability to deliver
36.4/40.017.8/20 Reviews9/10 Clients & Experience9.6/10 Market PresenceService focus
80% Market Research20% Other -
$10,000+$150 - $199 / hr2 - 9Burbank, CA
Ability to deliver
35.3/40.017.2/20 Reviews10/10 Clients & Experience8.1/10 Market PresenceService focus
100% Market Research -
$10,000+$150 - $199 / hr10 - 49Alexandria, VA
Ability to deliver
36.1/40.016.8/20 Reviews10/10 Clients & Experience9.3/10 Market PresenceService focus
55% Market Research45% Other -
$25,000+$200 - $300 / hr2 - 9Lawrence, MA
Ability to deliver
34.8/40.017.2/20 Reviews10/10 Clients & Experience7.5/10 Market PresenceService focus
100% Market Research -
$25,000+Undisclosed10 - 49San Francisco, CA
Ability to deliver
33.4/40.016.6/20 Reviews8.7/10 Clients & Experience8.1/10 Market PresenceService focus
100% Market Research -
$5,000+$150 - $199 / hr2 - 9Washington, DC
Ability to deliver
33.6/40.017.4/20 Reviews9.7/10 Clients & Experience6.5/10 Market PresenceService focus
65% Market Research35% Other -
$10,000+Undisclosed10 - 49Bellevue, WA
Ability to deliver
31.7/40.016.6/20 Reviews8.4/10 Clients & Experience6.7/10 Market PresenceService focus
100% Market Research -
$1,000+Undisclosed2 - 9New York, NY
Ability to deliver
31.2/40.016.4/20 Reviews9.8/10 Clients & Experience5/10 Market PresenceService focus
80% Market Research20% Other -
$10,000+$150 - $199 / hr2 - 9San Diego, CA
Ability to deliver
29.9/40.016/20 Reviews8/10 Clients & Experience5.9/10 Market PresenceService focus
70% Market Research30% Other -
$1,000+Undisclosed50 - 249San Francisco, CA
Ability to deliver
30.1/40.016.6/20 Reviews7.7/10 Clients & Experience5.8/10 Market PresenceService focus
45% Market Research55% Other -
$1,000+$100 - $149 / hr2 - 9Chicago, IL
Ability to deliver
28.5/40.016.2/20 Reviews7.2/10 Clients & Experience5.2/10 Market PresenceService focus
80% Market Research20% Other -
$50,000+$200 - $300 / hr50 - 249Atlanta, GA
Ability to deliver
33.4/40.016.2/20 Reviews8.1/10 Clients & Experience9.1/10 Market PresenceService focus
30% Market Research70% Other -
$5,000+$200 - $300 / hr10 - 49Los Angeles, CA
Ability to deliver
32.4/40.017.6/20 Reviews7.4/10 Clients & Experience7.4/10 Market PresenceService focus
40% Market Research60% Other -
$10,000+$200 - $300 / hr10 - 49Chicago, IL
Ability to deliver
37.7/40.018.2/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
15% Market Research85% Other -
$5,000+$100 - $149 / hr50 - 249Atlanta, GA
Ability to deliver
37.6/40.018/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
10% Market Research90% Other -
$10,000+Undisclosed2 - 9Austin, TX
Ability to deliver
35.5/40.016.8/20 Reviews9.8/10 Clients & Experience8.9/10 Market PresenceService focus
25% Market Research75% Other -
$10,000+$100 - $149 / hr250 - 999New York, NY
Ability to deliver
30.1/40.016.2/20 Reviews8.1/10 Clients & Experience5.8/10 Market PresenceService focus
25% Market Research75% Other -
$5,000+Undisclosed2 - 9Mount Pleasant, SC
Ability to deliver
36/40.016.4/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
20% Market Research80% Other -
$5,000+$150 - $199 / hr50 - 249Costa Mesa, CA
Ability to deliver
35.7/40.016.6/20 Reviews9.8/10 Clients & Experience9.3/10 Market PresenceService focus
15% Market Research85% Other -
UndisclosedUndisclosed2 - 9Gloucester, MA
Ability to deliver
30.8/40.015.6/20 Reviews9.3/10 Clients & Experience5.9/10 Market PresenceService focus
45% Market Research55% Other -
$5,000+$150 - $199 / hr2 - 9Raleigh, NC
Ability to deliver
37.4/40.017.8/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
10% Market Research90% Other -
UndisclosedUndisclosed250 - 999Dunwoody, GA
Ability to deliver
33/40.015.6/20 Reviews9/10 Clients & Experience8.3/10 Market PresenceService focus
15% Market Research85% Other -
$5,000+$150 - $199 / hr50 - 249Miami, FL
Ability to deliver
36.3/40.017.2/20 Reviews10/10 Clients & Experience9.2/10 Market PresenceService focus
10% Market Research90% Other -
$1,000+$50 - $99 / hr2 - 9Los Angeles, CA
Ability to deliver
35.1/40.016.2/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
20% Market Research80% Other -
$10,000+$150 - $199 / hr1,000 - 9,999San Francisco, CA
Ability to deliver
33.5/40.016.2/20 Reviews8.1/10 Clients & Experience9.2/10 Market PresenceService focus
10% Market Research90% Other -
$5,000+$50 - $99 / hr10 - 49Oakland Park, FL
Ability to deliver
36.4/40.018.4/20 Reviews8.6/10 Clients & Experience9.5/10 Market PresenceService focus
10% Market Research90% Other -
$10,000+Undisclosed10 - 49New York, NY
Ability to deliver
24.8/40.016.2/20 Reviews3.4/10 Clients & Experience5.2/10 Market PresenceService focus
75% Market Research25% Other -
$25,000+Undisclosed2 - 9Boise, ID
Ability to deliver
34.2/40.016.6/20 Reviews8.3/10 Clients & Experience9.3/10 Market PresenceService focus
20% Market Research80% Other -
$1,000+$50 - $99 / hr50 - 249Orlando, FL
Ability to deliver
35.4/40.019.2/20 Reviews7.8/10 Clients & Experience8.3/10 Market PresenceService focus
10% Market Research90% Other
United States Market Research FAQs
U.S. agencies bring proximity to the audiences you need to understand, from enterprise IT buyers to multicultural consumer segments. They’re skilled at recruiting representative samples across regions, income brackets, and languages, including Spanish-speaking respondents and hard-to-reach B2B roles.
You’ll also benefit from familiarity with U.S. compliance, such as CCPA for data privacy, HIPAA for health-related studies, COPPA for research involving minors, and state-specific incentives rules. Many U.S. firms integrate seamlessly with popular North American analytics stacks and can translate findings into go-to-market moves that fit U.S. channels, pricing norms, and retail or B2B buying cycles.
Start by outlining your project’s specific goals and requirements. Then, go to Clutch to find trusted firms and evaluate them on:
- Research methodology — Can they defend their sampling frame, weighting, and screeners for bias?
- Recruiting strength — Do they access the exact roles or segments you need (e.g., US cardiologists, enterprise CISOs, Spanish-dominant consumers)?
- Proven deliverables — Look for clear insights, prioritized recommendations, and executive-ready reporting.
- Data integrity — Fraud detection, panel quality controls, and duplicate prevention.
- Compliance and security expertise — CCPA, HIPAA, SOC 2, anonymization, and consent workflows.
- Approach to ROI — Will they connect findings to positioning, pricing, product, or GTM decisions?
Pricing depends on methodology, sample size, and audience complexity. On Clutch, most market research firms charge:
- Quick-turn online survey (n=300–1,000, gen pop): $5,000 – $25,000
- Qual-only project (e.g., 6–12 in-depth interviews or 2–4 focus groups): $12,000 – $45,000
- Mixed methods (quant + qual) for a defined segment: $40,000 – $150,000+
- Brand tracker (quarterly/ongoing): $8,000 – $30,000 per wave
- Hourly consulting: $125 – $250+
- Niche B2B recruiting or healthcare professionals typically adds premium costs and incentives
The budget also varies by market. Projects sourced in NYC, SF Bay Area, or Boston may price higher than in secondary metros. Ask for an itemized estimate covering recruitment, incentives, programming, moderating, analysis, and deliverables.
U.S. market research firms cover consumer and B2B sectors. Common strengths include:
- Technology and SaaS
- Healthcare and life sciences
- Financial services and fintech
- Consumer packaged goods and retail
- E-commerce and marketplaces
- Manufacturing and industrial
- Media, entertainment, and gaming
- Automotive and mobility
- Guaranteed outcomes or “statistically significant” promises without a power analysis
- Vague sampling sources or inability to explain panel quality and fraud checks
- Scripted moderation with no probing; no discussion guides or pilot test
- Thin deliverables (raw charts only) or no business implications/recommendations
- Weak data governance: unclear PII handling, missing consent logs, no HIPAA/CCPA awareness
- Unwillingness to share screeners, instruments, or weighting logic
- Overreliance on convenience samples for niche B2B roles
- Refusal to detail incentive structure or respondent verification steps
Don’t underestimate these red flags, even if some of them may feel inconsequential at first glance. Make sure to identify and avoid these warning signs right away.