AI Search Engine Optimization
GENERATIVE ENGINE
OPTIMIZATION.
Blank Box Digital is a generative engine optimization service: we get businesses cited and recommended by ChatGPT, Gemini, Perplexity, and Google's AI results. The work is server-rendered content, fact-dense pages, third-party mention building, and per-engine measurement. Free visibility audit first, then $795 per month.
What We Do
What Does a Generative Engine Optimization Service Do?
A generative engine optimization (GEO) service makes your business visible to AI search. Assistants answer questions by retrieving pages and citing the ones they can extract facts from. We structure your site so it gets retrieved, build the third-party mentions AI models weigh, and measure what each engine says about you every month.
The methodology is specific. Every page we ship is server-rendered HTML, because no major AI crawler executes JavaScript; server log studies covering more than 500 million GPTBot fetches found zero JavaScript execution. Content is written as fact-dense, self-contained passages with named subjects, so a single section can answer a question on its own when an engine retrieves it. And because assistants verify businesses against the wider web, we build third-party mentions: local listicles, review platforms, and industry directories, coordinated with your SEO.
Just as important is what we do not sell. llms.txt files, "AI schema," and content "chunking" are pitched across the industry as GEO tactics, and none of them has evidence behind it. Schema markup stays on your site because it helps Google understand entities, not because it moves AI answers. AI search optimization here is measurement, writing, and reputation, priced flat. We run this program for clients nationwide from Austin, TX.
How We Do It
Server-Rendered Content
Every page is static HTML, fully readable without JavaScript. AI crawlers see the complete content on first fetch, the same build we use on our own site.
Fact-Dense Passages
Question-shaped sections with self-contained answers, real tables, named subjects, and sourced statistics. The structure engines extract and cite.
Third-Party Mention Building
Pitches onto "best in city" listicles, complete review platform profiles, and industry directories. Branded mentions are the strongest measured correlate of AI citations.
Per-Engine Measurement
A panel of 20 to 30 real buying prompts runs monthly, logged out, across ChatGPT, Gemini, Perplexity, and Google AI Mode, logging every brand and URL cited.
Honest Reporting
Citation counts per engine, month over month, with competitors alongside. We also tell you what cannot be measured: most AI-referred visits land in analytics as direct traffic.
The Evidence
What Actually Earns AI Citations?
Citations follow measurable page and brand traits. The only controlled experiment, the GEO study presented at KDD 2024, measured which page edits lift visibility in AI answers. At brand level, Ahrefs correlated 75,000 brands' web footprints against AI mentions. Both point the same direction: quotable facts on the page, branded mentions off it.
| What was tested | Measured effect | Source |
|---|---|---|
| Adding direct quotations | +41% visibility in AI answers | GEO study, KDD 2024 |
| Adding statistics | +31% visibility | GEO study, KDD 2024 |
| Citing sources | +30% visibility, up to +115% for lower-ranked pages | GEO study, KDD 2024 |
| Keyword stuffing | No effect | GEO study, KDD 2024 |
| Branded web mentions | 0.664 correlation with AI mentions | Ahrefs, 75,000 brands, 2026 |
| Backlinks | 0.218 correlation with AI mentions | Ahrefs, 75,000 brands, 2026 |
Ranking and citation have also decoupled: only 38% of AI Overviews citations come from that query's top 10 organic results (Ahrefs, April 2026), down from 76% a year earlier. A well-structured page can be cited without ranking first, which is what makes this channel winnable for small businesses.
Why Choose Us
How We Run GEO
We Test On Ourselves
This site is the test bed. Server-rendered pages, fact-dense passages, and the monthly prompt panel run here first, and what fails here never reaches a client.
Published Research Only
Every tactic traces to a controlled test or a large-scale study. When a finding is weak or the sample is old, the report says so.
Per-Engine Tracking
ChatGPT, Gemini, Perplexity, and Google AI Mode each cite different sources. We measure each one separately and work the gaps, not an average.
No Junk Deliverables
No llms.txt, no "AI schema" packages, no chunking services. If a tactic has no evidence behind it, it is not in the scope and not on the invoice.
Pricing
AI Optimization Pricing
One-Time Project
AI Visibility Audit
Free
We audit how your brand appears across ChatGPT, Gemini, and Perplexity. You get a clear report on where you stand and what to fix. No cost, no obligation.
Ongoing Service
AI Optimization & GEO
$795/mo
Ongoing generative engine optimization: content, mentions, and measurement to grow how often AI engines cite you.
Common Questions
FAQ
A generative engine optimization service is ongoing work to get a business cited and recommended in AI-generated answers. In practice that means structuring website content so engines can extract it, building the third-party mentions engines verify against, and measuring citations across ChatGPT, Gemini, Perplexity, and Google's AI results every month. Our guide on what GEO is and how it works covers the background.
SEO earns rankings in a list of results. GEO earns citations inside a generated answer. The two overlap, since crawlable pages help both, but the levers differ: only 38% of AI Overviews citations come from that query's top 10 organic results, and branded web mentions outweigh backlinks for AI visibility by roughly three to one. Pair this service with SEO and both channels feed the same pages.
No evidence says so. No major AI platform has confirmed using llms.txt for citation decisions, and "AI schema" is not a real standard. We keep normal schema markup on every site because it helps Google understand your business as an entity, and none of it is billed as a GEO tactic.
Crawl and rendering fixes can show up in weeks. Entity-level signals, meaning the mentions and profiles engines verify against, typically take 60 to 120 days to move citations. We set a baseline in month one with the free audit, then report per-engine movement monthly. Expect visit volume to be modest and lead quality to be high.
A fixed panel of 20 to 30 real buying prompts runs monthly, logged out, across ChatGPT, Gemini, Perplexity, and Google AI Mode. We log every brand and URL each engine cites, track your citation share over time, and show competitors next to you. Analytics undercounts AI referrals badly, roughly 70% arrive with no referrer, so we report citations first, with clicks as a secondary signal.
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