Your Clients Will Ask About AI Search. Will You Have an Answer?
AI+Automation is an AI SEO consultancy built on six published research papers. We help agencies sell, deliver, and report on AI SEO before their competitors do.
April 2026 data: AI bots make 9,600 to 11,000 requests per month on the average monitored site, a 1,610-to-1 ratio versus human AI-referral sessions. In our 100,411-event study (The SEO Floor, pre-registered), top-3 Google pages are 7.82× more likely to be AI-cited than rank 11-30 pages for the same query, and schema markup is the strongest single content predictor (OR=1.31, p<0.0001).
Agencies without this data are losing pitches to competitors who have it, even when those competitors are guessing.
By the numbers · As of April 2026
The Question Your Clients Are About to Ask
Only 6.8% of Google's top results appear in ChatGPT citations. Each AI platform uses a different source - ChatGPT uses Bing, Perplexity has its own index, Gemini uses Google internally. Your existing SEO tools can't measure any of this.
The agencies that can answer these questions will keep their clients. The ones that can't will lose them to someone who can - even if that someone is just guessing with more confidence.
Five Services. Built on Research, Not Guesswork.
AI Visibility Monitoring
Know exactly which AI platforms see your clients , and which don't. Track 15+ AI bots, measure AI-attributed revenue, and map crawl-to-conversion funnels.
15+ bots trackedAI SEO Audits
Find out why your client's pages aren't getting cited. We evaluate against confirmed citation predictors from 3,251 real websites, tested across 3 independent models.
8 confirmed predictorsGEO Content Strategy
Intent-driven content optimization grounded in research across 8 industry verticals.
19,556 queriesCompetitive Intelligence
Who gets cited instead of your client? We scrape 4 platforms with 40 sessions per query to find out.
4 platformsBehavioral Economics
Why do competitors get cited? 101 behavioral economics principles from 22 books, applied to citation analysis and client page audits.
101 principlesOriginal Research, Not Guesswork
Three of our six published papers. The newest are the strongest. Pre-registered protocols, replicable methodology, public datasets.
The SEO Floor
100,411 AI citation events across 4 platforms and 2,000 queries. Top-3 Google pages are 7.82× more likely to be AI-cited. Schema markup is the strongest single content predictor (OR=1.31).
I Rank on Page 1 -- What Gets Me Cited by AI?
10,293 pages, 250 queries, position-band matched. Within the SERP, content features (AUC=0.673) match domain identity. Top predictors: comparison structure, query-term coverage, H3 depth, statistics density.
How AI Platforms Search
1,323 fan-out queries classified across ChatGPT, Gemini, and Perplexity. Two-layer retrieval model. Canonical cores cover 59-76% of fan-out events; fan-out types stay 55-65% stable across runs.
Experiments & Data
When Does ChatGPT Trigger a Web Search?
400-query experiment revealing when and why ChatGPT initiates real-time web searches.
ExperimentHow ChatGPT Researches Your Brand
Inside ChatGPT's multi-step research process when evaluating brands for recommendations.
Data AnalysisHow to Consistently Rank in AI Search
What makes some pages consistently cited across multiple AI platforms.
Why Agencies Choose Us for AI SEO
Not Just Citation Tracking
Most AI SEO agencies only check if your URL was cited. We track the entire pipeline: crawl behavior, content optimization, citation monitoring, and revenue attribution.
3 Papers, 19,556 Queries
Every recommendation comes from published research, not proprietary claims. Our confirmed citation predictors were identified from 3,251 real websites (UGC excluded) across ChatGPT and Google AI Mode, validated across 3 independent models.
Sell, Deliver, Report
AI+Automation is built for the agency model. White-label reporting, client-ready dashboards, and the data your team needs to win AI SEO pitches.
4 Platforms Built In-House
BotSight, CitationScraper, AI Query Predictor, and GEO Knowledge Base. No third-party stitching. One research pipeline from crawl data to optimization recommendations.
Frequently Asked Questions About AI SEO
What is AI SEO and why do agencies need it?
AI SEO (also called Generative Engine Optimization or GEO) is the practice of optimizing websites to appear in AI-generated search results from platforms like ChatGPT, Claude, Perplexity, and Google AI. Agencies need it because clients are asking about AI search visibility, and 93.2% of Google's top results are invisible to AI platforms. The agencies that can answer these questions keep their clients. The ones that cannot lose them to competitors who can.
How is AI SEO different from traditional SEO?
Traditional SEO optimizes for Google's ranking algorithm using backlinks, keyword targeting, and technical signals. AI SEO optimizes for citation by AI platforms. The key difference: ranking #1 on Google does not guarantee AI citation. Our published research found only 6.8% URL overlap between Google's top results and ChatGPT citations. AI platforms evaluate content extractability, heading structure, schema markup, and platform-specific retrieval architectures.
What results can agencies expect from AI SEO?
AI SEO results depend on the starting point and vertical. What we provide is measurable: AI bot crawl tracking across 15+ bots, citation monitoring across 4 platforms with statistical sampling, and (where integrated) AI-attributed revenue. Agencies get reporting that shows clients exactly which AI platforms see their content and whether citations are increasing over time.
How do you measure AI search visibility?
We measure AI visibility across four layers: (1) which AI bots crawl your site and how often, (2) how your content scores against confirmed citation predictors from 3,251 real websites (UGC excluded), tested across 3 independent models, (3) whether AI platforms cite your pages across ChatGPT, Claude, Perplexity, and Google AI, and (4) whether those citations drive conversions. Most tools only cover layer 3. Our AI Visibility Monitoring service covers all four.
What AI platforms do you optimize for?
We optimize for ChatGPT, Claude, Perplexity, and Google AI Mode. Each platform has a different retrieval architecture. ChatGPT discovers content via Bing, Claude uses its own search index, Perplexity uses a proprietary index, and Gemini uses Google's internal search. Our platform comparison research found just 1.4% citation overlap between ChatGPT and Perplexity, which means a single optimization strategy does not work across all platforms.
What Our Clients See
- $258 in tracked AI-attributed revenue from 10 purchases in 30 days
- ChatGPT crawls 3,000-5,000 pages daily (+43% growth)
- 10 AI platforms actively crawling the site
- 174 AI-referred sessions tracked via Google Analytics
- Amazon Q (Amazon's own AI) actively crawling their content (320 hits)
- 10 different AI platforms crawling the site
- +15% week-over-week visibility growth
- Trending content identified and optimized for AI extraction
Client names anonymized. Data from BotSight monitoring + Google Analytics AI traffic attribution.
Get a Free Personalized Video Audit of Your Site
Send us your URL. Within 48 hours, we will record a personalized 5-minute video walking through your AI visibility: which bots are crawling your site, what your pages score on our citation predictors, and the 2-3 highest-priority fixes.
No call. No commitment. Just a video audit you can share with your team.