Skip to content
New: the dataset now includes 2,277 company profiles and every supplied review record. See the methodology →
◎ RankGlobal mapped
GumGum logo

GumGum

Computer Vision · Natural Language Processing · Predictive AnalyticsSanta Monica, USAFounded 2008

GumGum provides AI-driven contextual advertising solutions that analyze billions of open-web signals to deliver video-rich and high-impact ads tailored to consumer mindsets without relying on personal data.

4.8
Average rating
10
Mapped reviews
100%
Profile coverage

Company & commercials

Primary category
Computer Vision
Team size
250+ employees
Typical budget
$100K+
Primary industry
Retail, Wholesale & Consumer Goods
Provider overview

A clear view of what GumGum does best.

Structured from supplied company information and mapped to RankGlobal's controlled AI and industry taxonomy.

Company profile
Computer Vision provider for Retail, Wholesale & Consumer Goods

GumGum provides AI-driven contextual advertising solutions that analyze billions of open-web signals to deliver video-rich and high-impact ads tailored to consumer mindsets without relying on personal data. RankGlobal maps its primary capability to Computer Vision within Computer Vision, with supporting relevance to Video Analytics, Natural Language Processing. Its strongest supplied industry signals align with Consumer Packaged Goods (CPG/FMCG), Automotive Manufacturing, Digital Marketing.

See how this profile was mapped →
Primary AI category
Computer Vision
Strongest industry signal
Retail, Wholesale & Consumer Goods
Engagement profile·$100K+·250+ employees·Product
Mapped capabilities · 5 categories
Technology

Platforms, methods and technical signals

Computer VisionNatural Language ProcessingMachine LearningMindset Graph™ AI

Tools and platforms named in GumGum's supplied company profile.

Expertise

Named expertise on file

  • Mindset Graph™ AI Engine

    Delivering a predictive data engine that maps consumer attention and contextual alignment in real-time without identity-based tracking.

    Contextual AIPredictive DataPrivacy
  • Contextual Advertising Platform

    Engineering non-invasive ad placement by analyzing page text, images, and video to match brands with relevant content environments.

    AdTechComputer VisionNLP
  • Creative Video Ad Units

    Utilizing high-impact video and CTV (Connected TV) formats that resonate with audiences based on their immediate content consumption.

    CTVVideo AdsCreative Tech
RankGlobal provider intelligence
Analyst brief

Mapped Evidence Report

A decision-support view of GumGum, built from mapped taxonomy signals, evidence confidence, commercial profile and reviews.

Primary feed set
Computer Vision
Compared with
494 providers
Evidence signals used
3 signals
Publication status
Published
Structured evidence signal
100/100
Strong evidence
56th percentile of 494 peers · peer median 100
Profile coverage100
Taxonomy density100
Review signal100
Peer benchmark
How the profile compares

Computer Vision among 494 published providers

Average rating4.79 · median 4.84
Mapped reviews10 · median 10
Profile completeness100% · median 100%
Taxonomy breadth29 · median 21
Signal radar
Multi-dimensional evidence
RatingReviewsCoverageBreadth
This profile (percentile) Peer median
Capability mix
Mapped category signal
Computer Vision100%
Natural Language Processing96%
Predictive Analytics96%
Automation & Workflow76%

Imported mapping confidence for each category — not a share of work, revenue, or delivery volume.

Mapped industries
5 industries on the map
5
Marketing, Advertising & Creative Services50%
Retail, Wholesale & Consumer Goods13%
Automotive & Mobility13%
Travel, Hospitality & Food Service13%
Personal, Household & Community Services13%

Share of mapped industry rows on the taxonomy map — not share of work or revenue.

Evidence mix
Mapping grades
Direct28% · 8
Supported41% · 12
Related17% · 5
Adjacent14% · 4

Imported mapping grades across 29 taxonomy mappings — not a search ranking.

RankGlobal analyst interpretation

What the mapped signals say

GumGum presents as a strong evidence profile for Computer Vision. It ranks in the 56th percentile of 494 published providers in Computer Vision, and 10 reviews back the commercial profile.

Current positioning: P56 evidence quality · P88 industry breadth
Strongest signals
Evidence-backed strength in Computer Vision is the profile's clearest signal in the mapped taxonomy.
Best user fit
Retail, Wholesale & Consumer Goods buyers evaluating Computer Vision at a $100K+ engagement size.
Confirm before engagement
Confirm current delivery capacity directly — mapped signals reflect profile evidence, not live availability.
Client feedback signals
10
Reviews
4.8
Average rating
0
Publicly reshared
Published
Listing status
How this report is calculated →
Capabilities

Evidence-led AI expertise.

Capabilities are listed with their mapping grade (Direct, Supported, Related, or Adjacent).

Industry experience

Where this expertise is most relevant.

Industry mappings are organized by evidence strength so buyers can distinguish demonstrated alignment from broader search relevance.

8 mapped subindustries
Client feedback

What clients say.

Reviews and ratings published for this provider.

5
Reaching Contextual Targets via Specialized Best-in-Market AI

GumGum's contextual targeting is the best in the market. It allows us to reach users without relying on cookies.

Ad Ops Mgr
5
Understanding Visual Context via Exceptional Strategic AI

The most accurate AI for image and video analysis in advertising. It understands visual context better than anything else.

CTO, Media
5
Defining Cookie-less Advertising via Specialized Innovative AI

Highly technical and innovative. They are re-defining the future of 'Cookie-less' advertising with their vision-first approach.

Product Manager
5
Turning Intelligent Assets via Specialized Reliable AI

Outstanding expertise in computer vision. GumGum helped us turn our digital assets into intelligent, revenue-generating spaces.

Verified Client
5
Focusing Real-Time Inference via Specialized Effective AI

A great environment for AI engineers. The focus on real-time visual inference at a massive scale is world-class.

Senior Developer
5
Bridging Digital Advertising via Specialized High-ROI AI

GumGum bridges the gap between content and commerce perfectly. A true game-changer for digital brand advertising.

Digital Strategist
5
Protecting User Privacy via Reliable Specialized AI

Always ahead of the curve in AdTech. They are a vital partner for our strategy to protect user privacy while driving ROI.

Innovation Mgr
5
Managing Global Integrations via Exceptional Strategic AI

Professional, timely, and organized. They managed our complex global integration with ease and met all milestones.

Project Lead
5
Leading Contextual Intelligence via Strategic Unmatched AI

GumGum is a leader in contextual intelligence. Their technical depth and commitment to quality are unmatched.

Tech VP

10 published quotes on this profile.

Showing 9 of 10, ranked by display order then recency.

Rating distribution
5
10
4
0
3
0
2
0
1
0

Ratings aggregate 10 reviews at the average shown above.

Transparent profile intelligence

How RankGlobal maps this profile.

RankGlobal maps this profile against a controlled taxonomy. Mapping grades on capability and industry cards describe how the profile is classified. Source strength for ranking decisions follows the hierarchy published on Research— a mapping grade is not a claim of discoverability weight.

Tier 1 · Authoritative
Regulators, registries, certifications, signed client evidence.
Highest evidentiary weight
Tier 2 · Independent
Credible media, industry bodies, partner directories, third-party datasets.
Strong with attribution and recency
Tier 3 · Provider-controlled
Company site, case studies, press releases, structured submissions.
Accepted as a claim; verification raises weight
Tier 4 · Discovery-only
Directory listings, aggregations, and early discovery signals.
Used for discovery; weighted accordingly in ranking

Direct, Supported, Related and Adjacent appear on mapped cards as classification grades. They do not rank how discoverable a provider should be.

RankGlobal trust center →
Ready to evaluate this provider

Move from discovery to a focused conversation.

Your enquiry goes to the RankGlobal research team, not the provider's sales inbox. Sending it does not affect their ranking.

Before you reach out

What RankGlobal holds on file for GumGum, and the three things worth confirming directly once you're in touch.

Primary category
Computer Vision
Primary industry
Retail, Wholesale & Consumer Goods
Typical budget
$100K+
Team size
250+ employees
  1. 1
    Name the use case

    Say which Computer Vision problem you are evaluating, so the research team can route your message accurately.

  2. 2
    Pressure-test the budget band

    The $100K+ band on file is a profile-level figure. Ask what a scope like yours actually lands at.

  3. 3
    Ask for a reference

    Request a client reference in Retail, Wholesale & Consumer Goods — the strongest industry signal on this profile.

Enquire about GumGum

Three fields. Anything longer belongs on the full contact page, linked below.