Agent Ready HTML

gumgum.com llms.txt

In short

gumgum.com serves a 3.7 KB llms.txt with 5 H2 sections and 15 links, graded A on the llmstxt.org structure (6 of 6 checks). It passes every check. The home page does not link it, so an agent that does not guess paths will not find it. No llms-full.txt was found. Read 4 November 2026.

llms.txt 3.7 KB, 38 lines

# GumGum

> GumGum is The Mindset Company™ […] a global advertising technology company that identifies the moments consumers are most receptive to brand messages, and delivers mindset-driven campaigns across CTV, contextual, and high-impact display at scale.

Founded in 2008 and headquartered in Santa Monica, California, GumGum has developed proprietary AI for content intelligence since 2010 […] building technology that analyzes text, images, video, and audio across every environment before the bid. This foundation powers the Mindset Graph™, GumGum's AI data engine that processes contextual, creative, environmental, and historical signals in real time to identify the highest-receptivity moments for every campaign.

GumGum operates across 19+ markets with direct inventory access to 40,000+ MFA-free publisher partners, delivering 500 billion monthly impressions and reaching over 1 billion unique users monthly.

## What We Do

- [Contextual Advertising](https://gumgum.com/contextual): GumGum's full-content contextual intelligence reads text, images, video, and audio across the open web and CTV before every bid […] identifying brand-suitable, high-receptivity moments without relying on audience data or cookies.
- [CTV & Video Advertising](https://gumgum.com/ctv-advertising): Connected TV and online video advertising powered by mindset intelligence […] reaching audiences in premium streaming and open-web video environments at the moments they are most receptive.
- [Omnichannel Advertising](https://gumgum.com/omnichannel): CTV, online video, and high-impact display unified under a single receptivity-first strategy […] one campaign, every screen, connected by mindset intelligence.

## Our Technology

- [The Mindset Graph™](https://gumgum.com/mindset): GumGum's proprietary AI data engine, purpose-built to process the ever-expanding universe of contextual, creative, environmental, and historical signals in real time. The Mindset Graph™ determines the optimal signal combinations that drive outcomes for every campaign […] identifying receptive moments rather than simply targeting audiences.

## Proof & Results

- [Case Studies](https://gumgum.com/case-studies): Brand outcome case studies across CTV, contextual, and high-impact display […] covering awareness, consideration, and performance objectives across verticals.
- [Results](https://gumgum.com/results): GumGum campaign performance data and benchmark outcomes for mindset-driven advertising.

## Resources

- [Research & Guides](https://gumgum.com/guides): Original research, industry guides, and whitepapers on contextual advertising, CTV, receptivity intelligence, and digital advertising trends.
- [Blog](https://gumgum.com/blog): Editorial content on advertising intelligence, industry trends, contextual targeting, CTV, and the evolving media landscape.
- [Webinars](https://gumgum.com/webinars): On-demand sessions covering advertising strategy, CTV, contextual intelligence, and market research.
- [Press & Media](https://gumgum.com/press): GumGum press releases, industry coverage, and media mentions.

## Company

- [About GumGum](https://gumgum.com/about): Company overview, history, and mission. GumGum pioneered AI-powered content intelligence in 2010 and has led the development of receptivity-first advertising ever since.
- [Leadership](https://gumgum.com/leadership): Executive team, global leadership, and board of directors.
- [Careers](https://gumgum.com/careers): Engineering, sales, and marketing roles at The Mindset Company™ across 19+ global markets.
- [Contact](https://gumgum.com/contact): Get in touch with GumGum's sales team.
- [Terms & Policies](https://gumgum.com/terms-and-policies): Privacy policy, cookie policy, publisher terms, and legal documentation.

First 37 of 38 lines. 8 spans shown as […] because the words or characters in them are rejected by this site's own style rules; the live file has them.

Parse graded A, 6 of 6

file: https://gumgum.com/llms.txt

GumGum

GumGum is The Mindset Company™ […] a global advertising technology company that identifies the moments consumers are most receptive to brand messages, and delivers mindset-driven campaigns across CTV, contextual, and high-impact display at scale.

5 sections, 15 links, no Optional section.

Ora's cached score: not scored (read 5 November 2026).

The parse

gumgum.com lists 15 links: 15 point at gumgum.com or a relative path, 0 point elsewhere. The hosts it links most: gumgum.com (15).

H2 sectionLinks
What We Do3
Our Technology1
Proof & Results2
Resources4
Company5

Grade against the llmstxt.org structure

The file passes all six checks. The grade is the count of passed checks: six is A, five is B, four is C, three is D, fewer is F. It measures structure only. Whether any agent reads the file is a separate question, covered on the llms.txt reference.

CheckResultDetail
Starts with an H1 naming the site or projectPassH1: GumGum
Has a blockquote summary under the H1PassBlockquote summary found.
Has at least one H2 section that lists linksPass5 H2 sections, 5 with links.
At least 80 percent of links point at the same sitePass15 of 15 links stay on gumgum.com (100 percent).
Under 100 KBPass3784 bytes as served.
Plain markdown, no HTMLPassNo HTML document markers in the body.

Ora's cached score

Not scored by Ora. GET ora.ai/api/score/gumgum.com answered 404 DOMAIN_NOT_SCANNED on 5 November 2026, so Ora holds no cached score for this domain. This site asked for a cached score only and never requested a scan. A scan by the site's owner would add one.

Linking and the companion file

The home page of gumgum.com does not link the file in its HTML. Ora's lab found (2026-10-19) that 86 percent of llms.txt fetches by agents arrived through a link, so an unlinked file is mostly a file nobody opens. No llms-full.txt was found at the same root.

How it compares

At 3.7 KB the file is larger than 23 percent of the 2,529 plain-text llms.txt files in this edition, and its 15 links put it ahead of 27 percent of them on link count. The home page declares no generator. Size bucket: 2 to 10 KB. Tranco rank 740. Category: Top 10,000, no category.

Live file: https://gumgum.com/llms.txt. Read 4 November 2026. If the file has since changed or gone, the live URL is the authority; this page records what the crawl read on that date.

Sources

  1. gumgum.com llms.txt https://gumgum.com/llms.txt, read 4 November 2026
  2. llms.txt proposal (llmstxt.org) https://llmstxt.org/, read 4 November 2026
  3. Tranco list 746WX (crawl universe) https://tranco-list.eu/list/746WX, read 4 November 2026
  4. Ora: AgentReady launch post (the 86 percent finding) https://ora.ai/blog/agentready-launch, read 4 November 2026
  5. Ora llms.txt (GET /api/score/{domain} looks up a cached score) https://ora.ai/llms.txt, read 5 November 2026

Last reviewed 5 November 2026