AG AgentReady Research · Early benchmark
State of AI Customer Readiness
A live benchmark of how prepared scanned business websites are to be discovered, understood, trusted and acted on by AI-driven customers and agents.
As of 29 August 2026 · 2 distinct websites
Scans included: 28 August 2026 to 29 August 2026 · methodology v1.0 · checks v1.0
Early benchmark. Fewer than 10 distinct websites are currently in the corpus, so these figures describe the sites scanned so far and nothing wider. They are published for transparency, not as a stable measurement, and no change over time should be read into them.
Average scores
Mean and median across the corpus. Every score runs 0–100.
Overall readiness
65
median 65
Agent readiness
64
median 64
Revenue readiness
68
median 68
Trust & clarity
61.5
median 61.5
Overall score distribution
How the corpus splits across the four score bands.
| Band | Share of corpus | Count |
|---|---|---|
| Excellent (90–100) | 0% | 0 of 2 |
| Good (70–89) | 0% | 0 of 2 |
| Fair (50–69) | 100% | 2 of 2 |
| Needs Improvement (0–49) | 0% | 0 of 2 |
Category comparison
The three pillars side by side, using the mean of each.
| Pillar | Mean score | Count |
|---|---|---|
| Revenue Readiness | 68% | n = 2 |
| Agent Readiness | 64% | n = 2 |
| Trust & Clarity | 62% | n = 2 |
Most common problem categories
Share of websites with at least one unresolved finding in each category.
| Category | Websites affected | Count |
|---|---|---|
| Agent Readiness | 100% | 2 of 2 |
| Conversion | 100% | 2 of 2 |
| Revenue | 100% | 2 of 2 |
| Structured Data | 100% | 2 of 2 |
| Trust | 100% | 2 of 2 |
| WebMCP | 100% | 2 of 2 |
| Clarity | 50% | 1 of 2 |
Most commonly failed checks
Failure rate per stable check. Only checks observed on at least 5 websites are listed, and the denominator is shown for each.
Not enough websites have been scanned under the current stable check identities to publish per-check failure rates yet.
What the data shows so far
Within this corpus, the mean Overall Website Readiness score is 65 and the median is 65. Of the three pillars, the lowest mean is Trust & Clarity at 61.5, which is where the scanned sites lose the most ground.
The most widespread problem category is Agent Readiness, present on 2 of 2 websites (100%). These are observations about the websites in this corpus only. We deliberately avoid extrapolating to any wider population, and we do not describe movement over time until the corpus is large and stable enough to support it.
Methodology summary
Each website is scanned for up to five publicly accessible pages. Deterministic checks in code produce Revenue Readiness, Agent Readiness and Trust & Clarity, weighted 45/30/25 into Overall Website Readiness. Scores are never generated by a language model.
The corpus includes completed scans with all four scores present, using only the most recent completed scan per website. Domains are lowercased with a leading “www.” removed, and internal or test domains are excluded. Full detail is in the methodology.
Limitations
- This is a self-selected corpus of websites whose owners or users chose to scan them. It should be read as a directional benchmark, not a census of the entire web.
- Figures are recalculated live, so they change as new websites are scanned. Cite the “as of” date above with any figure.
- Only publicly reachable pages are analysed. Sites that block automated access or render entirely in the browser may score lower than a human reviewer would judge them.
- Checks measure observable signals in published pages, not business outcomes. A high score is not a guarantee of traffic, ranking or revenue.
- Per-check failure rates only cover findings carrying a stable check identity.
Benchmark your own website
A free scan returns your Overall Website Readiness score and pillar scores, so you can see where you sit against the figures above.
Run Free Website Scan