Six weeks ago, MoonInMental had zero AI visibility. I tested ChatGPT, Perplexity, and Claude with relevant queries. None returned the brand.
As of January 4, Claude.ai appears in MoonInMental’s Substack traffic sources. Google organic search is registering. LinkedIn and Wikidata backlinks are pulling referrals.
This post documents what changed and clarifies the role AI tools play in GEO work.
What Claude does:
Explains GEO concepts accurately. Drafts schema markup, alt text, captions. Suggests semantic keyword variations. Identifies missing page elements.
What Claude cannot do:
Query itself to check whether your brand appears in real-time AI recommendations. Verify your Google Business Profile is indexed. Compare your visibility against competitors in your city. Measure whether last month’s changes registered. Identify the gap between your intended positioning and what AI systems actually associate with your name.
Claude explains GEO. It cannot verify your visibility.
MoonInMental 6-week data:
Metric Baseline (Nov) Week 6 (Jan 4) AI visibility Zero Claude referral confirmed Search traffic Zero Google organic registering Subscribers 13 48 Backlink sources None LinkedIn, Medium, Wikidata, GBP
Next retest: January 9. Testing whether December 29 backlink sprint translates to AI recommendations, not just referral traffic.
Next test: Reddit
LinkedIn and Medium use nofollow links. Traffic registers, but citation authority doesn’t pass to AI systems.
Reddit works differently. Upvoted comments in relevant subreddits signal genuine human endorsement. AI systems weight this.
Results will be documented.
Everything I test here, I’m running on MoonInMental first. Subscribe there to see the before/after in real time, and get weekly nervous system support while you’re at it.
Can AI tools do my GEO work? AI can explain concepts and draft content. It cannot verify whether your brand appears in real-time AI recommendations or measure changes over time.
How long does GEO take to work? Initial signals typically register in 4-8 weeks. MoonInMental showed Claude referral traffic 6 weeks after starting optimization.
What’s the difference between GEO and SEO? SEO optimizes for search engine rankings. GEO optimizes for AI citations. Traditional backlinks have minimal impact on AI recommendations — brand mentions, reviews, and list placements matter more. (Source: GEO academic research)
Last updated: January 12, 2026