Now Accepting Partners

In-House AEO Research Beta Program

Be among the first companies to run your own in-house AI citation research study. Six months of longitudinal data collection, cross-referenced findings validated against industry citation data, and a prescriptive playbook built entirely from your data—not generic best practices.

Your 6-month research journey
Month 1
Baseline & setup
Month 2
First trends visible
Month 3
First playbook delivered
Month 4
Patterns confirmed
Month 5
Playbook refined
Month 6
Competitive moat

Everything you need to run a rigorous AEO research program

Research infrastructure

  • 100+ tracked prompts sourced from real buyer conversations, organized by intent stage
  • Weekly citation tracking across 3 AI engines (ChatGPT, Perplexity, Claude) — Gemini and Google AI Overviews coming in Phase 2
  • Cross-referenced citation research, validated against Profound's 680M+ citation dataset
  • Full access to raw data exports—your data, no restrictions
  • Live dashboard with citation persistence, competitor tracking, and content feature analysis
  • Ongoing prompt refinement as your market evolves

Strategic deliverables

  • Two quarterly deep-dive reports with longitudinal trend analysis
  • Voice and content structure guidelines informed by citation data
  • Content feature analysis—which structural patterns persist and why
  • Prioritized content recommendations ranked by citation impact
  • Competitive citation visibility—see which URLs get cited alongside yours across every tracked prompt
  • Custom prompt set sourced from real buyer behavior, not guesswork

Six-month commitment. Longitudinal research requires time to produce statistically meaningful findings. By month three, your playbook is data-backed. By month six, it's a proprietary competitive asset that no competitor can replicate without starting from scratch.

Apply for the Beta →

Why a beta program?

We're building the industry's first prescriptive AEO research methodology. Beta partners get founding-member access to infrastructure that doesn't exist anywhere else—and they help shape the research as it matures.

This isn't a discount on a finished product. It's early access to a research capability that will become the standard for how companies approach AI search visibility. Beta partners get full raw data access, direct input on methodology, and pricing that reflects being early.

Founding-member pricing

Beta partners lock in rates before general availability. The research infrastructure gets more expensive to run as we scale—early partners benefit from that.

Shape the methodology

Your feedback directly informs how we evolve the research. Which metrics matter most, what reporting formats work, which analyses are most actionable—beta partners have a seat at the table.

Six-month head start

By the time competitors realize they need longitudinal AEO data, you'll have six months of it. That's a proprietary dataset they can't catch up to without waiting six months themselves.

Built for teams that take AI search seriously

B2B content teams

You're a VP of Marketing, Head of Content, or content strategist at a B2B company. You've invested in content marketing but can't tell whether AI engines are citing your work—or your competitors'.

Quoted gives you the longitudinal data to make AI search a measurable channel, not a guessing game.

Content agencies

You advise clients on content and search strategy. You need a data layer behind your GEO recommendations that you can't build yourself. Quoted provides the research; you provide the strategy.

Your clients get a playbook informed by real longitudinal data—not a one-time audit.

SEO teams adding AEO

You already own organic search. Now your leadership is asking about AI search visibility and you need data—not guesswork—to build an AEO practice.

Quoted gives you the research infrastructure to add AEO to your existing search program with confidence.

Frequently asked questions

How long until we see useful results?
The first weekly run gives you a baseline—who's getting cited for the prompts that matter to you. That alone is more than most companies have ever seen. Statistically significant longitudinal patterns typically emerge by week 8–12. Most partners see their first actionable playbook recommendations by the end of month two.
What if AI engines change their models mid-study?
They will—and that's actually one of the most valuable things to track. Engine updates cause citation graph shifts. Our system detects these changes within a week. Understanding how your content responds to engine updates is part of the intelligence.
Can we bring our own prompts?
Yes. We source the initial prompt set from real buyer behavior data, but partners can suggest additional prompts, and we refine the set over time based on what produces the most actionable data.
How is the research validated?
We cross-reference our citation findings against Profound's dataset of 680M+ citation events. Our prompts are source-documented (Reddit, G2, PeerSpot), our methodology is transparent, and all raw API responses are stored for auditability. When we say a URL persists or decays, the underlying data is available.
Do you also rewrite or optimize content?
Our core focus is research and intelligence—telling you what to create and how to structure it based on citation data. Content rewriting and optimization services are available as an add-on and are informed directly by your research findings.
What industries do you cover?
We currently track cybersecurity and B2B marketing technology (martech), with additional verticals launching quarterly. If your vertical isn't covered yet, book a call—we may be able to add it to our research roadmap.
How many beta spots are available?
We're keeping the beta cohort small to ensure every partner gets direct attention and the research quality stays high. Book a call to discuss availability for your vertical.

Start building your in-house AEO research advantage

Book a 20-minute call. We'll walk through what a six-month research program looks like for your vertical, which prompts we'd track, and what you'd learn in the first 90 days.