Top Social Media Marketing Companies in San Jose
San Jose sits at the center of Silicon Valley’s innovation corridor, surrounded by global tech names like Adobe, Cisco, and PayPal and fueled by talent from San José State University and nearby Stanford. That energy makes the city a hotbed for cutting-edge social media marketing—whether you need TikTok creatives for a SaaS launch or LinkedIn campaigns targeting enterprise buyers.
Clutch curates and verifies San Jose agencies through in-depth client reviews, service-line audits, and performance metrics, so you can shortlist partners with confidence. Use our filters to narrow results by budget, platform expertise, industry, and more, then compare side-by-side before you hire.
Looking beyond San Jose? Explore these related directories for a broader search:
• Top Social Media Marketing Companies
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Featured
What are Featured Providers?
$10,000+$150 - $199 / hr10 - 49Serves San Jose, CAServices provided
See all 14 projectsFresh Content Society is a social media management company specializing in social media marketing, online branding, and digital marketing services. They consistently receive high praise, with over 95% of reviews highlighting their efficiency, expertise in social media strategy, and ability to deliver positive results, such as increased engagement and follower growth. Reviewers frequently commend their understanding of client needs and adaptability to various industries.
$1,000+$100 - $149 / hr250 - 999Serves San Jose, CAServices provided
See all 175 projectsIgnite Visibility is a digital marketing agency specializing in Social Media Management, Social Media Strategy, and Online Branding. The company has received predominantly positive feedback, with approximately 89% of reviews highlighting strong communication, strategic thinking, and timely execution of campaigns. Clients frequently praise their ability to drive engagement and improve brand visibility across social media platforms. However, there was one notable negative review citing issues with project management and communication.
$5,000+$100 - $149 / hr50 - 249Serves San Jose, CAServices provided
See all 73 projectsSociallyin is a digital marketing agency specializing in social media marketing strategies, including social media management, advertising, and online branding. Across reviews, 100% of clients praised their project management and creative storytelling combined with data-driven optimizations. Approximately 50% noted improved engagement and conversions, highlighting Sociallyin's ability to effectively elevate brand presence and social media campaign efficiency.
$10,000+$200 - $300 / hr10 - 49Serves San Jose, CAServices provided
See all 5 projectsIron Roots is a digital marketing agency specializing in social media management and strategy, online branding, and social media advertising. Reviewers consistently praise their strategic insights and timely project delivery, resulting in increased engagement and growth in online presence. Impressively, 100% of reviewers noted their responsive communication, and over 80% highlighted Iron Roots' proactive and collaborative approach.
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UndisclosedUndisclosed50 - 249Emeryville, CA
Services provided
Midsize media planning and buying agency Just Global, is headquartered in Emeryville, California and Austin, Texas. Their services include Media Planning & Buying and Social Media Marketing.
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$1,000+$50 - $99 / hr2 - 9San Francisco, CA
Services provided
See all 6 projectsPassionfruit Creative is a boutique digital marketing agency specializing in Social Media Marketing and Online Branding. With a strong focus on social media campaigns, strategy, and advertising, they have consistently impressed clients by increasing engagement and understanding niche markets. An impressive 100% of reviews highlight their innovative ideas and excellent project management skills, making them a recommended partner for businesses prioritizing sustainability and impact.
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Featured
What are Featured Providers?
$5,000+$150 - $199 / hr50 - 249Serves San Jose, CAServices provided
See all 374 projectsDisruptive Advertising is a digital marketing company specializing in social media marketing, paid advertising, and online branding. Reviews indicate a high level of client satisfaction, with 100% of reviewers praising their responsiveness and effective communication. The company is noted for its ability to increase lead volume and improve digital strategy execution, though some mention room for improvement in creative strategy.
$10,000+$100 - $149 / hr10 - 49Serves San Jose, CAServices provided
See all 13 projectsSocial House, Inc. is a social media marketing agency specializing in Social Media Strategy, Social Media Advertising, and Online Branding. Across various reviews, clients praise the company for its impressive content creation, strategic insights, and ability to drive engagement. 100% of the reviewers commend their project management, timely delivery, and responsiveness, highlighting their effective communication and creativity in producing on-brand, engaging content.
$50,000+$150 - $199 / hr10 - 49Serves San Jose, CAServices provided
See all 16 projectsHotspex Media is a digital marketing agency specializing in Social Media Marketing, providing services such as social media advertising, digital branding, and campaign management. Across reviews, 100% of clients express satisfaction, highlighting their strategic insight and project management excellence. A notable 60% commend their attention to detail and consultative approach, with multiple reviews praising the team's responsiveness and adaptability to client needs.
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$5,000+$100 - $149 / hr10 - 49San Mateo, CA
Services provided
Video production company Rickhouse Media was launched in 2017. The agency specializes in Video Production and Video Marketing.
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$1,000+$150 - $199 / hr2 - 9Pleasanton, CA
Services provided
Golden Gate SEO is a SEO services firm based in Pleasanton, California and. The team focuses on Search Engine Optimization and Social Media Marketing.
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$10,000+$100 - $149 / hr250 - 999San Francisco, CA
Services provided
Hotwire is a midsize public relations firm launched in 2000. Their team focuses on Public Relations and Social Media Marketing.
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$1,000+< $25 / hr50 - 249San Francisco, CA
Services provided
Ampush is a Mobile & App Marketing and social media marketing company. The San Francisco, California-based team focuses on Mobile & App Marketing and Social Media Marketing.
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UndisclosedUndisclosed2 - 9San Carlos, CA
Services provided
Aerial Canvas is a Content Marketing company. The team specializes in Content Marketing and Graphic Design, and the company is headquartered in San Carlos, California.
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Featured
What are Featured Providers?
$1,000+$100 - $149 / hr10 - 49Serves San Jose, CAServices provided
See all 18 projectsOnline Optimism is a dynamic digital marketing agency with a focus on social media management, social marketing, and digital branding. The company is praised for its creativity, responsiveness, and adaptability, consistently delivering high-quality content and social media strategies that enhance brand recognition and audience engagement. Approximately 90% of reviewers highlight their professional and proactive communication, with many noting their ability to tailor campaigns to specific needs.
$50,000+$150 - $199 / hr50 - 249Serves San Jose, CAServices provided
See all 10 projectsinBeat Agency specializes in Social Media Marketing and influencer campaigns, excelling in UGC content creation, micro-influencer marketing, and online branding. Their reviews reflect a 100% positive response, highlighting professionalism, timely delivery, and strategic collaboration. Notably, 83% of reviewers praised their ability to generate high-quality leads and effective social media strategies. Their comprehensive digital marketing solutions cater to diverse business needs.
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$1,000+$300+ / hr50 - 249Walnut Creek, CA
Services provided
See all 1 projectsWaltz Publishers offers a range of professional ghostwriting services, including eBook creation, book editing, and marketing. Their team of experienced writers helps bring ideas to life, from rough
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$1,000+$25 - $49 / hr50 - 249San Francisco, CA
Services provided
Collectively Inc, a midsize social media marketing company, is based in San Francisco, California and New York, New York. Their services include Social Media Marketing and Branding.
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UndisclosedUndisclosed250 - 999San Francisco, CA
Services provided
See all 1 projectsPhoenix Ghostwriting offer a comprehensive range of ghostwriting services, including book illustrations and marketing. Our team conducts meticulous research with unwavering dedication to ensure your
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$10,000+$150 - $199 / hr50 - 249San Francisco, CA
Services provided
PAN is a midsize Content Marketing company launched in 1995. Their team provides Content Marketing and Social Media Marketing.
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$50,000+$100 - $149 / hr1,000 - 9,999San Francisco, CA
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Event Marketing company Jack Morton Worldwide is based in Boston, Massachusetts and Melbourne, Australia. They specialize in Event Marketing and Branding.
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UndisclosedUndisclosed250 - 999San Mateo, CA
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Social media marketing agency Rakuten Advertising was launched in 1996. Based in San Mateo, California and City of London, England, the team offers Social Media Marketing and Pay Per Click.
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UndisclosedUndisclosed2 - 9San Jose, CA
Services provided
Tykio. Is a PR agency. The small San Jose, California-based team focuses on Public Relations and Digital Strategy. The firm was established in 2018.
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$1,000+Undisclosed10 - 49San Francisco, CA
Services provided
Prospectly is a social media marketing firm. They specialize in Social Media Marketing and Email Marketing and were founded in 2019. The firm is in San Francisco, California.
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$25,000+$150 - $199 / hr10 - 49Sausalito, CA
Services provided
See all 12 projectsDDW is a branding and design agency that excels in creating brand identities, packaging designs, and marketing solutions across various industries. Their reviews highlight their responsiveness, creativity, and ability to meet deadlines. Approximately 90% of reviewers praised their project management and strategic approach, with many emphasizing their collaborative nature and willingness to exceed expectations. While a couple of reviews mentioned minor communication challenges, the overall feedback is overwhelmingly positive, showcasing DDW as a reliable and innovative partner for branding and design needs.
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$10,000+$150 - $199 / hr2 - 9Pleasanton, CA
Services provided
Located in Pleasanton, California, Engage PR is a PR firm. They specialize in Public Relations and Content Marketing and were established in 2006.
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$50,000+Undisclosed50 - 249San Francisco, CA
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Retina is a branding firm. Launched in 2012, their team focuses on Branding and Marketing Strategy.
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$5,000+Undisclosed50 - 249San Francisco, CA
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See all 1 projectsSparkpr is a public relations company that offers services intended to enhance product awareness through media engagement. However, feedback from RapidX indicates significant dissatisfaction with Sparkpr's performance, as they reportedly lacked genuine media connections and failed to secure promised media coverage. Only 0% of the reviews were positive, with 100% expressing disappointment, highlighting issues with overpromising, underdelivering, and insufficient project management.
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$10,000+$150 - $199 / hr50 - 249San Francisco, CA
Services provided
M/H VCCP is a social media marketing company headquartered in San Francisco, California and New York, New York. They focus on Social Media Marketing and Advertising.
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Undisclosed$100 - $149 / hr10 - 49Sausalito, CA
Services provided
See all 2 projectsWebSight Design is a web development company offering services in website design, SEO, and IT-related support. Reviews highlight their exceptional service, with 100% of feedback being positive, noting their ability to exceed expectations and their integral role in clients' success. Frequent mentions of their artistic and creative approach, as well as strong client relationships, underline their capability and reliability.
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$5,000+$50 - $99 / hr2 - 9San Francisco, CA
Services provided
See all 1 projectsSapiens Growth Marketing Agency specializes in web design, rebranding, and content development, offering services that align with clients' strategic objectives and budgets. Their reviews indicate overwhelmingly positive feedback, with clients appreciating their attentiveness and adaptability, resulting in unanimously positive public reactions to project outcomes. However, some suggest earlier implementation of project management protocols could enhance efficiency.
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UndisclosedUndisclosed10 - 49Mill Valley, CA
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See all 12 projectsE29 Marketing is a full-service digital marketing agency with expertise in social media marketing and online branding. Receiving overwhelmingly positive feedback, clients praise their strategic approach, proactive project management, and impactful social media campaigns, with 100% satisfaction reported. Notably, E29 is recognized for their deep industry knowledge and partnership-focused client relations, reflected in their capacity to foster significant brand growth and engagement.
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$1,000+< $25 / hr10 - 49Dublin, CA
Services provided
Easiio Systems, Inc is a web development firm. Their small team of employees is located in Dublin, California. Their team provides Web Development and Mobile App Development.
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$5,000+$100 - $149 / hr2 - 9Castro Valley, CA
Services provided
SEO PRO is a SEO agency. Their team is located in Castro Valley, California. The company provides Search Engine Optimization and Social Media Marketing.
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$5,000+$100 - $149 / hr2 - 9Pleasanton, CA
Services provided
Based in Pleasanton, California, Terzetto Digital is an Advertising company. They offer Advertising and Digital Strategy and were founded in 1995.
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$5,000+Undisclosed10 - 49San Francisco, CA
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Digital Strategy company Social Tribe focuses on Digital Strategy and Social Media Marketing. They were launched in 2010.
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$50,000+Undisclosed10 - 49San Francisco, CA
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PPC agency Growth Pilots was founded in 2014. In San Francisco, California, the team focuses on Pay Per Click and Digital Strategy.
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$5,000+$100 - $149 / hr2 - 9Oakland, CA
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Digital Strategy and social media marketing firm Telegraph Analytics specializes in Digital Strategy and Social Media Marketing. They are headquartered in Oakland, California.
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UndisclosedUndisclosed50 - 249San Francisco, CA
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SHIFT Communications, a PR firm, was launched in 2003. Located in Boston, Massachusetts and San Francisco, California, the team provides Public Relations and Social Media Marketing.
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$1,000+$300+ / hrFreelancerSan Francisco, CA
Services provided
ChristineHueber.com, a small social media marketing firm, is based in San Francisco, California. The team specializes in Social Media Marketing.
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$10,000+$50 - $99 / hr1,000 - 9,999San Francisco, CA
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AKQA is a CRM consulting and SI company. In San Francisco, California and London, England, the firm was founded in 1994. Their team provides CRM consulting and SI and E-Commerce Development.
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$5,000+$100 - $149 / hr2 - 9San Ramon, CA
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ObjectiveMinds, a small Digital Strategy company, is based in San Ramon, California. Their services include Digital Strategy and Social Media Marketing.
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$1,000+$100 - $149 / hr10 - 49San Francisco, CA
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Goal Viral is a social media marketing company. The team focuses on Social Media Marketing and Content Marketing and is in San Francisco, California.
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$5,000+$150 - $199 / hr10 - 49Pleasanton, CA
Services provided
THEDAS INC is a Pleasanton, California-based branding company. They offer Branding and Advertising and were founded in 2025.
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$5,000+$100 - $149 / hr2 - 9Dublin, CA
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Web design agency 360 Web Designs was founded in 2004. The team offers Web Design and Web Development.
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UndisclosedUndisclosed50 - 249Berkeley, CA
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NFT Kreator , a Digital Strategy company, was established in 2020. The team specializes in Digital Strategy and Social Media Marketing.
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$1,000+$50 - $99 / hr10 - 49Dublin, CA
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Web design agency Yaadvi Brand Creators Inc. Was established in 2020. The team provides Web Design and Branding and is headquartered in Dublin, California.
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$50,000+Undisclosed10 - 49Mill Valley, CA
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Sway Group is a social media marketing agency. Launched in 2011, the team specializes in Social Media Marketing. The agency is headquartered in Mill Valley, California.
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UndisclosedUndisclosed50 - 249Morgan Hill, CA
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Midsize Event Marketing company Centrospex, is headquartered in Singapore, Singapore and Bonville, Australia. Their services include Event Marketing and Sales Outsourcing.
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UndisclosedUndisclosed10 - 49San Ramon, CA
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CP Communications is a web design agency. They were established in 1982 and focus on Web Design and Web Development.
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$1,000+$50 - $99 / hr50 - 249San Francisco, CA
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Midsize web design company Exploride Web Design, is based in Bluffdale, Utah and San Francisco, California. Their services include Web Design and Branding.
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UndisclosedUndisclosed50 - 249Hayward, CA
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ValueLinked, Corp. Is a social media marketing agency. They were established in 2012, and their services include Social Media Marketing and Business Consulting.
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UndisclosedUndisclosed2 - 9San Leandro, CA
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Direct Images Interactive is a video production agency. Headquartered in San Leandro, California, the company was founded in 1987. Their services include Video Production and Web Design.
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UndisclosedUndisclosed250 - 999San Francisco, CA
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Launched in 2016, Alpha Cube is an other IT consulting and SI company. The midsize team offers other IT consulting and SI and Branding.
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$1,000+$25 - $49 / hr50 - 249San Francisco, CA
Services provided
Equivity is a graphic design company. Founded in 2014, the team focuses on Graphic Design and Marketing Strategy.
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UndisclosedUndisclosed2 - 9Danville, CA
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Kollao Creative is a Content Marketing and social media marketing agency founded in 2018. The team provides Content Marketing and Social Media Marketing.
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$1,000+Undisclosed2 - 9South San Francisco, CA
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Founded in 2021, Titanology is a small South San Francisco, California-based social media marketing firm. Their services include Social Media Marketing and Digital Strategy.
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UndisclosedUndisclosed2 - 9San Francisco, CA
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Established in 2016, Bredfor is a social media marketing company. The agency specializes in Social Media Marketing.
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$1,000+Undisclosed2 - 9Tracy, CA
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SEO company Devine Solutions Group-Marketing Agency was established in 2015. The small team focuses on Search Engine Optimization and Web Design.
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List of the Top 13 San Jose Social Media Marketing Agencies
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$5,000+$200 - $300 / hr10 - 49Campbell, CA
Ability to deliver
28/40.016.6/20 Reviews6.6/10 Clients & Experience4.7/10 Market PresenceService focus
40% Social Media Marketing60% Other -
$25,000+$150 - $199 / hr50 - 249Palo Alto, CA
Ability to deliver
30.8/40.015.8/20 Reviews10/10 Clients & Experience5/10 Market PresenceService focus
20% Social Media Marketing80% Other -
$1,000+$100 - $149 / hr2 - 9San Jose, CA
Ability to deliver
29.5/40.016.2/20 Reviews8.5/10 Clients & Experience4.8/10 Market PresenceService focus
35% Social Media Marketing65% Other -
$5,000+Undisclosed10 - 49Sunnyvale, CA
Ability to deliver
29.2/40.016.8/20 Reviews6.9/10 Clients & Experience5.5/10 Market PresenceService focus
10% Social Media Marketing90% Other -
$5,000+$25 - $49 / hr50 - 249Santa Clara, CA
Ability to deliver
23.2/40.016.4/20 Reviews3.1/10 Clients & Experience3.7/10 Market PresenceService focus
20% Social Media Marketing80% Other -
UndisclosedUndisclosed10 - 49Cupertino, CA
Ability to deliver
23.8/40.016.2/20 Reviews3.6/10 Clients & Experience4/10 Market PresenceService focus
10% Social Media Marketing90% Other -
$5,000+$100 - $149 / hr10 - 49San Jose, CA
Ability to deliver
22/40.016.2/20 Reviews1.8/10 Clients & Experience4/10 Market PresenceService focus
15% Social Media Marketing85% Other -
$5,000+$150 - $199 / hr2 - 9San Jose, CA
Ability to deliver
21.6/40.016.2/20 Reviews0.1/10 Clients & Experience5.3/10 Market PresenceService focus
15% Social Media Marketing85% Other -
UndisclosedUndisclosed10 - 49San Jose, CA
Ability to deliver
20.8/40.016.8/20 Reviews0/10 Clients & Experience4/10 Market PresenceService focus
15% Social Media Marketing85% Other -
$50,000+< $25 / hr50 - 249San Jose, CA
Ability to deliver
19.8/40.016.4/20 Reviews0/10 Clients & Experience3.4/10 Market PresenceService focus
15% Social Media Marketing85% Other -
$1,000+$50 - $99 / hr2 - 9San Jose, CA
Ability to deliver
20.9/40.015.6/20 Reviews1.4/10 Clients & Experience3.9/10 Market PresenceService focus
10% Social Media Marketing90% Other -
$5,000+$25 - $49 / hr50 - 249San Jose, CA
Ability to deliver
20.1/40.014.6/20 Reviews1.4/10 Clients & Experience4/10 Market PresenceService focus
10% Social Media Marketing90% Other -
$1,000+< $25 / hr1,000 - 9,999San Jose, CA
Ability to deliver
13/40.00/20 Reviews10/10 Clients & Experience3/10 Market PresenceService focus
15% Social Media Marketing85% Other -
$10,000+$100 - $149 / hr10 - 49San Jose, CA
Ability to deliver
4.2/40.00/20 Reviews0/10 Clients & Experience4.2/10 Market PresenceService focus
50% Social Media Marketing50% Other -
UndisclosedUndisclosed50 - 249Milpitas, CA
Ability to deliver
0/40.00/20 Reviews0/10 Clients & Experience0/10 Market PresenceService focus
50% Social Media Marketing50% Other -
$1,000+$100 - $149 / hr10 - 49Fremont, CA
Ability to deliver
25.2/40.016.2/20 Reviews5/10 Clients & Experience4/10 Market PresenceService focus
20% Social Media Marketing80% Other -
UndisclosedUndisclosed1,000 - 9,999San Jose, CA
Ability to deliver
7.5/40.00/20 Reviews3/10 Clients & Experience4.5/10 Market PresenceService focus
10% Social Media Marketing90% Other -
$5,000+Undisclosed10 - 49Santa Clara, CA
Ability to deliver
9/40.00/20 Reviews4.9/10 Clients & Experience4.1/10 Market PresenceService focus
15% Social Media Marketing85% Other -
$10,000+$25 - $49 / hr50 - 249San Jose, CA
Ability to deliver
3.7/40.00/20 Reviews0/10 Clients & Experience3.7/10 Market PresenceService focus
30% Social Media Marketing70% Other -
$1,000+$25 - $49 / hr50 - 249Sunnyvale, CA
Ability to deliver
4.9/40.00/20 Reviews1.4/10 Clients & Experience3.4/10 Market PresenceService focus
25% Social Media Marketing75% Other -
UndisclosedUndisclosed50 - 249San Jose, CA
Ability to deliver
3/40.00/20 Reviews0/10 Clients & Experience3/10 Market PresenceService focus
30% Social Media Marketing70% Other -
$5,000+$50 - $99 / hr50 - 249Sunnyvale, CA
Ability to deliver
5.6/40.00/20 Reviews2.2/10 Clients & Experience3.4/10 Market PresenceService focus
20% Social Media Marketing80% Other -
$1,000+$25 - $49 / hr50 - 249San Jose, CA
Ability to deliver
7.7/40.00/20 Reviews4.7/10 Clients & Experience3/10 Market PresenceService focus
10% Social Media Marketing90% Other -
$5,000+Undisclosed50 - 249Milpitas, CA
Ability to deliver
4.9/40.00/20 Reviews0/10 Clients & Experience4.9/10 Market PresenceService focus
20% Social Media Marketing80% Other -
UndisclosedUndisclosed1,000 - 9,999San Ramon, CA
Ability to deliver
29.1/40.020/20 Reviews4.6/10 Clients & Experience4.5/10 Market PresenceService focus
35% Social Media Marketing65% Other -
$10,000+$50 - $99 / hr10 - 49Mountain View, CA
Ability to deliver
4.5/40.00/20 Reviews0/10 Clients & Experience4.5/10 Market PresenceService focus
25% Social Media Marketing75% Other -
$10,000+$100 - $149 / hr50 - 249San Jose, CA
Ability to deliver
7/40.00/20 Reviews2.6/10 Clients & Experience4.4/10 Market PresenceService focus
10% Social Media Marketing90% Other -
$25,000+$300+ / hr250 - 999San Jose, CA
Ability to deliver
5.4/40.00/20 Reviews1.8/10 Clients & Experience3.7/10 Market PresenceService focus
10% Social Media Marketing90% Other
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San Jose Social Media Marketing FAQs
Local expertise is crucial, especially for brands looking to make an impact in the cit or region. Working with a hometown social media marketing team gives you:
- Immediate access to Silicon Valley’s tech ecosystem for joint events, influencer partnerships, and beta launches.
- On-site strategy sessions—ideal if your headquarters or investors are also in the Bay Area.
- Insight into regional audience nuances (think Bay Area sustainability culture or startup-centric messaging).
For B2B brands, San Jose agencies often specialize in LinkedIn ABM campaigns that speak directly to decision-makers at nearby Fortune 500 or high-growth tech firms.
Hourly rates generally range from $125 – $225 depending on the agency’s size and specialization. Typical monthly retainers fall between $4,000 – $15,000 for services like content creation, paid social management, community moderation, and analytics.
On the other hand, project-based engagements (e.g., a three-month product launch) can start around $12,000 and scale upward with ad spend, platform count, and creative complexity. Before signing any contract, make sure to request a detailed quote for your project to review the cost breakdown and ensure financial viability.
Given the city’s economy, tech dominates—SaaS, cybersecurity, semiconductors, and AI startups. However, agencies here also excel in:
- E-commerce and DTC gadgets
- Green tech and clean energy
- Healthcare technology and med-device
- Professional services (VC, legal, consulting)
- Education technology spawned from nearby universities
- Define clear requirements and KPIs (CPL, ROAS, follower growth).
- Request case studies that mirror your goals—preferably in the same vertical.
- Ask about platform certifications (Meta Blueprint, TikTok Academy, LinkedIn Marketing Labs).
- Confirm reporting cadence and tools (e.g., Sprout Social, Tableau).
- Check Clutch reviews for client retention and communication style.
A shortlist of 3–5 agencies usually provides enough contrast in approach and pricing. Take advantage of the resources and filters available on Clutch to guide your search for the ideal team.
- “One-size-fits-all” packages with no discovery phase.
- Promises of overnight virality or guaranteed follower counts.
- Lack of transparency about ad spend versus management fees.
- No in-house creative talent; everything is outsourced overseas without oversight.
- Minimal understanding of data privacy rules (important when targeting users in California under CCPA).
Don’t ignore red flags, even if the vendor offers enticing fees or promises. The best way to avoid headaches in the future is to identify warning signs early.