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AI Visibility Scorecard
Society of Petroleum Engineers (SPE)
spe.org · oil & energy
Somewhat visible. AI bots can read Society of Petroleum Engineers (SPE), but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
ChatGPT · Claude
#40,060 of 2,808,055 in Technology for AI visibility
6.9
/10
AEO Score
About Society of Petroleum Engineers (SPE)
from our crawl and measurement
Society of Petroleum Engineers (SPE) describes itself simply: "Discover the Society of Petroleum Engineers (SPE), the premier global organization for oil and gas professionals." Its AI visibility score is 6.9 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure and sitemaps and entity links AI can follow. It is passable on basic crawler access. What holds it back is a clearly stated business identity, credibility markers like credentials or reviews and structured data describing the business.
Off the page, other sites link to it, the domain reads as established, people discuss it in places AI engines read and it comes up on Reddit. There is some, but not much, sign that press coverage is thin. Beyond that, AI engines do not yet recognise it as a distinct business.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT). It does link out to several social profiles, which helps engines tie the brand together. The business dates to 1957.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
5
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
1
Press and news coverage.
Community
7
Forum and community discussion.
7
Reddit mentions and discussion.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 6.9/10, Society of Petroleum Engineers (SPE) has a working base to build on - fixable, and the signals above are where to start.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/spe-org
Cite this score: Engagemii (2026). "AEO Score for Society of Petroleum Engineers (SPE)." Retrieved from https://engagemii.com/aeo/brands/spe-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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