Training crawlers
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Models learning from this content.
Bots scraping pages to train large language models. Today’s content becomes tomorrow’s answer.
Case Study — Art Gallery, Minnesota
$70k in offers from AI referrals in 60 days
in offers from AI referrals
in 60 days.
An art gallery in Minnesota needed more deals. Not more traffic — more qualified opportunities on the table. This is how AI citations alone produced $70,000 in offers in two months, without backlinks, social media, or a Google Business Profile.
Total offers
$70K
across 43 deals
Inquiries
278
over 60 days
Submissions / mo
300
photo-based
Traffic from AI
70%
of all sessions
01 — The setup
A free valuation tool, engineered to be cited.
The client is an art dealer who needed a steady inflow of qualified deal opportunities. WhatsMyArtWorth.com is that engine — a free, photo-based art valuation service that turns inbound submissions into deal candidates the dealer reviews.
The site was built on a single premise: AI is the new search layer, so optimize for it. No backlinks. No social media. No Google Business Profile. Just a technically clean site with useful, AI-crawlable data.
02 — Live signal
AI crawlers, showing up daily.
— reqs
Total AI requests · last 24h
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Transferred
AI search bots
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Models indexing for retrieval.
Bots powering AI-driven search experiences. Pages get surfaced when someone asks an AI a question.
Live assistants
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Models citing this content right now.
Bots triggered live by user prompts. Pages get pulled directly into AI conversations as they happen.
03 — The pipeline
From 278 inquiries to $70K on the table.
Sample window: 60 days across February and March 2026, results compiled May 1. The dealer reviewed every inbound submission and made offers on the ones worth pursuing.
StageVolume
Inquiries received
278 · 100%
Photo submissions through the free valuation form.
Rejected
205 · 73.7%
Not a fit — wrong category, low value, or condition issues.
Offers sent
43 · 15.5%
Dealer extended a proposed deal value to the owner.
Total proposed deal value
$70,000
04 — The mix
The shape of 43 offers.
Tier 1 — High
4 deals
Above $5K each
Tier 2 — Mid
12 deals
$1K – $5K each
Tier 3 — Entry
27 deals
Below $1K each
05 — The channel
70% of traffic comes from AI.
~2,000 monthly sessions
70%
AI assistants · 70%
SEO & other · 30%
On roughly 2,000 monthly sessions, 70% arrive from AI assistants — ChatGPT, Claude, Perplexity, and the AI overviews now layered on top of Google.
SEO is catching up. But for now, AI is the dominant channel — and the site is averaging 300 submissions per month.
06 — The method
None of the things you’d expect.
All of this was built without the standard growth playbook. Zero domain authority at launch. No paid traffic. No outbound. The pipeline came from one place: AI systems citing the site when users asked about art valuation.
- No backlinks
- No social media
- No Google Business Profile
- No paid ads
- No outbound or cold outreach
Just one thing
A technically clean site with useful, AI-crawlable data — structured so models could lift answers cleanly and cite the source.
AI is the new search layer. Optimize for it.
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