One Service. A 75-Page Intelligence Report. Every Week.
Your AI visibility across ChatGPT, Claude, Perplexity, and Google AI Mode. What competitors are getting cited for and you are not. Which queries AI decomposes your category into. Page-level fixes prioritized. Delivered by email every week.
Grounded in our 6 published research papers and our proprietary tooling. Not a template. Not a one-off audit. A weekly intelligence practice for agencies and in-house leads who want to act on data, not guess.
By Anthony Lee, AI SEO researcher · Last updated · 6 published research papers
Three Problems You'll Face Without AI SEO
Only 6.8% of Google's top results appear in ChatGPT citations. Each AI platform uses a different source. Traditional SEO tools can't measure any of this - which means most agencies are flying blind.
We've spent a year building the tools, running the experiments, and developing the methodology so you don't have to start from scratch. You get a new service line backed by real research - not guesswork.
Five Kinds of Intelligence. One Weekly Deliverable.
Each report covers all of the below. Click any section to read the methodology in depth.
AI Visibility Monitoring & Reporting
Know exactly which AI platforms see your clients , and which don't. Track 15+ AI bots, measure AI-attributed revenue, and identify the pages bots are ignoring before your clients notice the gap.
Full details →- AI Visibility Score (0-100)
- Bot-by-bot crawl breakdown
- Page coverage analysis
- Recrawl frequency tracking
- Search correlation (GSC + Bing + GA4)
- Styled PDF & Excel reports
AI Search Optimization Audits
Find out why your client's pages aren't getting cited. We evaluate against confirmed citation predictors from 3,251 real websites (UGC excluded), tested across logistic regression, random forest, and gradient boosting models, with platform-specific checks for ChatGPT, Claude, Perplexity, and Gemini.
Full details →- Page-level citation readiness scores
- Platform-specific indexation check
- Schema markup audit
- Content structure analysis
- Internal linking evaluation
- Prioritized action plan
GEO Content Strategy
Intent-driven content optimization based on 19,556 queries across 8 verticals. We map your client's vertical intent distribution and build content for what AI platforms actually cite.
Full details →- Vertical intent distribution map
- Content gap analysis
- GEO-optimized content templates
- Query intent mapping
- Editorial style guidelines
- Ongoing optimization reviews
AI Competitive Intelligence
Who gets cited instead of your client? We run queries across 4 AI platforms with 10 sessions each, then deep-analyze the top-cited URLs for technical GEO, readability, and persuasion patterns.
Full details →- Multi-platform citation mapping
- Top-cited URL deep analysis
- Technical GEO comparison
- Fan-out query intelligence
- Content gap opportunities
- Optimization roadmap
Behavioral Economics for AI Citation
Every other AI SEO tool shows what gets cited. We show why. 101 behavioral economics principles from 22 books, applied to competitor citation analysis and client page audits with before/after rewrites.
Full details →- Behavioral Citation Analysis (D7)
- Nudge Audit with before/after rewrites (D8)
- 101-principle library from 22 books
- Semantic principle matching per page
- Behavioral scores (0-100)
- Quick wins and priority fixes
What You're Actually Choosing Between
If you are looking at AI search visibility solutions, these are the realistic alternatives. We named what each one is good at and what it does not do.
The honest version: if you only need a dashboard, pick a tracker. If you only want a one-time scan, hire any consultant. If you want ongoing diagnosis tied to research-backed actions, that is what the weekly report is.
Why We're Biased (And How We Try Not to Be)
If you read enough AI SEO content, every agency sounds equally confident. That should make you skeptical of all of us, including us. Here is the version of this you do not usually get.
Bias 1: We sell AI search visibility. Our incentive is to make AI search feel as critical as possible.
How we mitigate: we publish the actual numbers. Across our monitored sites, the AI-source-to-human-session ratio is around 1,610 to 1. AI bots are reading your content at huge scale, but human referral traffic from AI is still a small fraction of total visits. We tell you that up front instead of showing you the bot crawl numbers and letting you assume those are humans.
Bias 2: The research backing our recommendations is our own.
How we mitigate: every paper is pre-registered on OSF before analysis runs. Replication datasets ship to Zenodo with DOIs. When our pipeline turned out to have a feature-extraction bug that flipped two coefficient signs, we published the correction as Addendum 9 of the pre-registration log instead of quietly rewriting the paper. You can re-run our regression on commodity hardware in about seven hours.
Bias 3: We do not have client testimonials yet. This is a new practice.
How we mitigate: we lean on the only credibility we actually have, which is published research. Six papers. Pre-registered, replicable, with public DOIs. If you want a service backed by 47 named client logos, we are the wrong call right now. Come back in a year.
Bias 4: Anthony Lee is the sole researcher. Single-author bias is real.
How we mitigate: the work is preprinted, not peer-reviewed. We say so on every research page. We invite replication and accept methodology critique publicly (Lily Ray's Berkson's-paradox critique is what shaped Study A's comparison-pool design). When other researchers contradict our findings, we report the conflict instead of ignoring it.
Bias 5: AI search is a small share of total search traffic today.
How we mitigate: we will not tell you AI is the majority of your traffic, because for most sites it is not yet. The honest pitch is that bot crawl volume is up sharply (we see ~9,600 to ~11,000 AI bot requests a month per site we monitor) and the trend keeps accelerating. If your business horizon is one quarter, AI search is probably not your top problem. If it is two to four years, ignoring it is expensive.
What we will not do for you.
Traditional Google SEO retainers, paid ads management, social media management, link-building campaigns, PR pitching, and content production at agency scale. We do AI search visibility intelligence. If you need anything on that list, we will say so and recommend you look elsewhere. The wrong client is more expensive than no client.
Built for Agencies That Want to Lead, Not Follow
Marketing Agencies
A client is going to ask you about AI search next quarter. Be the agency that already has the answer, the data, and the plan - not the one scrambling to catch up.
SEO Agencies
Ahrefs can't tell you who ChatGPT recommends. We give you the data your tools can't produce - so you can add AI SEO to your service line with research behind it, not guesswork.
Advertising Agencies
You track organic and paid. AI search is the third channel. The agency that brings this data to the next pitch wins the retainer. We make sure that's you.
Web Design & Hosting Firms
You already have site root access. AI bot monitoring is one middleware file away - and it gives your clients a service nobody else is offering them yet.
Not self-serve. Every engagement is custom. How we work together →
Two ways in
Read a real report to see what you would get. It is published, ungated, and about AI+Automation itself.
Or send us your URL. We will reply with a personalized video audit within a few business days. No sales call first.
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