AI Visibility Scorecard
Swanson Reed | Specialist R&D Tax Advisors
swansonreed.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl Swanson Reed | Specialist R&D Tax Advisors, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 12 times
Meta AI · Claude · ChatGPT · ShapBot
#5,793 of 269,181 in Manufacturing & Industrial for AI visibility
4
5
AEO Visibility
iBorderline · 4.7/10
70
Muse Index Score
iAI agent readiness
Transactable · 70/100
0
AI Adoption
iNone detected · 0/100
About Swanson Reed | Specialist R&D Tax Advisors
from our crawl and measurement
"Founded in 1984, Swanson Reed exclusively prepares R&D tax credit claims. We are one of the largest R&D tax advisory firm in the U.S." That is how Swanson Reed of Fort Worth, TX introduces itself. When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited 5 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 4.7/10, Swanson Reed | Specialist R&D Tax Advisors is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Swanson Reed | Specialist R&D Tax Advisors
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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/swansonreed
Cite this score: Engagemii (2026). "AEO Score for Swanson Reed | Specialist R&D Tax Advisors." Retrieved from https://engagemii.com/aeo/brands/swansonreed
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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