Services
Validated research, built for AI agents.
Most research is written for a human with a cursor. Increasingly the reader is an AI agent — and it sees a poorer version of your work. We validate your research against our published rubric and make it findable, trusted, and citable by the agents that now read and cite it.
Start with the free 2-minute benchmark — see your score and gaps before you spend anything.
How it works
Free score first, then fixed-price work
Take the free benchmark
The 2-minute Agent-Readiness Benchmark scores how findable, trusted, and citable your research is — and names every gap. Free, no commitment.
Pick a fixed-price package
Validate your research, fix the agent-readiness gaps, or do both. Clear scope, clear price — no quote ping-pong.
We deliver
A validation report and badge, the implemented fixes, and a before/after Agent-Readiness re-test — so the improvement is measurable.
What you get
Validated, legible, and provably so
A validation report
Your research scored on our published rubric (Logic · Empirical · Depth) — the same methodology behind our public Rankings — as a formal report plus a machine-readable companion.
A validation badge
A verifiable badge you can display, signalling to readers and agents that the work has been independently assessed.
Agent-legible structure
Clean machine-readable text, JSON-LD metadata, an llms.txt index, semantic HTML, and crawlability — the things agents need to ingest your work correctly.
A measurable before/after
We re-run the Agent-Readiness Benchmark after the work so the lift is a number, not a promise.
Pricing
Three fixed-price packages
Fixed price, clear scope. Large corpora or multi-site work may need a custom quote — we will tell you before any work begins.
Validation Report
$2,000
Your research, scored and reported
- Scored on our published rubric (Logic · Empirical · Depth)
- Formal validation report — PDF + machine-readable
- A validation badge for your site
- Benchmarked against our research panel
Agent-Readiness Remediation
$4,000
We implement your benchmark fixes
- Every gap from your free benchmark, fixed
- Structured machine-readable text + JSON-LD
- llms.txt, crawlability, source verifiability
- Before/after Agent-Readiness re-test
Validated + Agent-Ready
$5,000
Both, done together — save $1,000
- Everything in Validation + Remediation
- Delivered as one combined engagement
- Validation badge + agent-readiness re-test
- Priority turnaround
The fine print, in plain English
Research, not advice
This is research-quality assessment and technical discoverability. We publish methodology and validate research — we do not provide financial or investment advice.
You own the output
The report, the badge, and every change we implement are yours, assigned on delivery, with no embargo on publication or reuse.
Measured, in writing
Scope and the before/after re-test go in your statement of work, alongside the full terms at services terms.
Start a package
Tell us what you want validated or made agent-ready. We reply within two business days with scope and next steps. Not sure yet? The free benchmark is the no-commitment place to start.
Who you'll work with
Charles O'Connor
Founder & Chief Executive Officer
“Good research is built from creativity, breadth, and empathetic learning from others.”Meet the team
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