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AI Visibility Scorecard

heptagent — turn different Models & Agents into a coordinated team

heptagent — turn different Models & Agents into a coordinated team

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heptagent.com · Technology

At 2.4/10, heptagent — turn different Models & Agents into a coordinated team is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

Monitoring for AI engine activity

In the Engagemii AEO index

#2,402,614 of 2,596,770 in Technology for AI visibility

2.4

/10

AEO Score

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About heptagent — turn different Models & Agents into a coordinated team

from our crawl and measurement

heptagent turn different Models & Agents into a coordinated team describes itself simply: "heptagent turns one goal into N coordinated AI workers, parallel multi-agent orchestration with visible decision trails, your own choice of models, and an encrypted vault." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.4 out of 10.

Under the hood there is a readable heading structure, but the score is capped by what is missing: structured data describing the business, an llms.txt file, a sitemap.

Industry · Technology
Last scored · Aug 1, 2026

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

3

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

4

Experience, Expertise, Authority, Trust markers.

Technical AEO

0

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

5

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

0

No inbound links found yet.

Domain Trust

0

Little domain authority yet.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions found yet.

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 2.4/10, heptagent — turn different Models & Agents into a coordinated team is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for heptagent — turn different Models & Agents into a coordinated team

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Weekly ChatGPT & Claude citation tracking

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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/heptagent

Cite this score: Engagemii (2026). "AEO Score for heptagent — turn different Models & Agents into a coordinated team." Retrieved from https://engagemii.com/aeo/brands/heptagent

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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