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AI Visibility Scorecard

LFG Group

LFG Group

Unclaimed

lfgandme.com · Nonprofits

Somewhat visible. AI bots can read LFG Group, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 2 times

Apple Intelligence · Meta AI

#213,438 of 781,343 in Nonprofits for AI visibility

5

AEO Visibility

i

Borderline · 5.3/10

65

Muse Index Score

i

AI agent readiness

Agent-ready · 65/100

2

AI Adoption

i

Basic · 2/100

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About LFG Group

from our crawl and measurement

"Fractional COO/CDO and revenue systems consulting for nonprofits." That is how LFG Group of Pelham, NH introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.3 out of 10, readable in places and missing in others.

Our crawl found structured data on the page (Organization, WebSite, ProfessionalService), an llms.txt file for AI models and a sitemap.

AI crawlers have visited once in our tracking, including Applebot (Siri).

Industry · Nonprofits
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

9

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

10

Clear headings and answer-style content.

Entity Clarity

7

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

6

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

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

AI Discoverability

8

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

1

Established authority for your domain.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

No social discussion 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 5.3/10, LFG Group has a working base to build on - fixable, and the signals above are where to start.

Frequently Asked Questions

What is a Fractional COO/CDO?

A Fractional COO/CDO is a part-time executive who provides operational leadership without a full-time hire. Typical engagements are 2-4 days per week at $5,000-$15,000 per month, focused on revenue operations, team leadership, systems design, and strategic planning.

What services does LFG Group provide?

LFG Group offers Fractional COO/CDO ($5K-$15K/month), Interim Executive Leadership ($15K-$50K/month), Advisory Retainer ($5K-$20K/month), RFP Design and Management ($5K-$25K per project), Turnaround and Restructure ($25K-$150K per engagement), and AI Deployment ($5K-$100K per engagement).

What is Paul Moriarty's track record?

Paul Moriarty has 25+ years leading nonprofit fundraising operations, managing $50M+ budgets and 400+ staff. Key results include 55% ROI per cohort at year 5 on monthly giving at Greenpeace USA, 100% team retention during organizational crisis, and 1% forecasting accuracy across a $23M annual program.

What size nonprofits does LFG work with?

LFG Group works with nonprofits with $3M-$50M+ annual budgets. Typical clients are environmental, social justice, advocacy, international development, healthcare, and educational organizations large enough to need sophisticated operations but unable to afford full-time C-suite executives.

How is Fractional different from Interim leadership?

Fractional is part-time (2-4 days/week, $5K-$15K/month) for ongoing operational support. Interim is full-time (5 days/week, $15K-$50K/month) for temporary leadership during transitions or crises. Fractional builds long-term capacity; Interim fills immediate leadership gaps.

Does LFG work with monthly giving programs?

Yes. Paul Moriarty has 20+ years optimizing monthly giving programs across acquisition, retention, upgrade, and reactivation. He achieved 1% forecasting accuracy on a $23M annual monthly giving program and delivered 55% ROI per cohort at year 5 through retention-focused redesign at Greenpeace USA.

What is the GTG Collective?

GTG Collective (Grassroots to Governance) is nine independent operators who previously worked together at Greenpeace USA. The team includes former CDOs, COOs, CFOs, HR directors, digital leaders, and campaign architects providing coordinated full-stack consulting without vendor stitching.

How do I engage LFG Group?

Book a 60-minute diagnostic call or email [email protected]. Engagements can start within days for urgent needs or 1-2 weeks for planned initiatives. No sales pitch, just a real conversation about what's not working.

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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/lfgandme

Cite this score: Engagemii (2026). "AEO Score for LFG Group." Retrieved from https://engagemii.com/aeo/brands/lfgandme

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

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