// service · diagnostic

Find where your website breaks for AI agents.

The Agent-Readiness Gap Audit reviews your discovery, content, API, auth, commerce, and governance surfaces. Then it ranks what to fix first by revenue impact.

Apply for an audit →View sample report

// what we check

What we check across six surfaces

Discovery

·robots.txt policy correctness
·sitemap completeness & freshness
·llms.txt presence & accuracy
·/.well-known/ exposures

Content

·semantic HTML structure
·schema.org coverage
·JSON-LD validity
·OpenGraph & Twitter cards
·canonical/redirect chains

API

·OpenAPI publication
·MCP/server tool catalogs
·API rate-limit headers
·developer docs machine-readability

Auth

·OAuth metadata discovery
·scope clarity
·agent-friendly session handling

Commerce

·product/price/availability structured data
·feed health
·checkout determinism
·regional pricing exposure

Governance

·bot policy vs WAF behavior
·user-agent rules
·crawler analytics
·header hygiene

Full rubric and scope on the methodology page.

// what you receive

What you receive

▪Scorecard (0-100) with subscores per surface
▪Surface map of every machine-facing endpoint
▪Prioritized findings: severity + business impact + effort
▪Implementation-ready tickets your engineering team can pull into a sprint
▪Standards maturity labels: established / emerging / experimental
▪Optional 30-minute readout call

// what we don't claim

What we don't claim

· Guaranteed inclusion in any AI answer engine
· Guaranteed search ranking improvements
· "Bot traffic ROI" without baseline measurement
· Standards adoption that hasn't shipped yet

// pricing

Pricing

Founding Gap Audit

$5,000

Limited cohort. Standard scope. Used to refine our methodology.

Standard Gap Audit

from $7,500

Full diagnostic across all six surfaces. 10 business days.

SaaS / API / Commerce

from $15,000

Deep review of APIs, auth, docs, checkout, feeds. 15 business days.

See full pricing including implementation sprints and monitoring on the pricing page.

// faq

Frequently asked questions

Is this just SEO?+

No. It includes SEO, but also crawler policy, API discovery, auth discoverability, machine-readable content, headers, security posture, and transaction readiness.

Cloudflare already scans this for free.+

Free scanners identify checks. We identify business impact, risk, priority, and implementation sequence. We use scanner output as one input, not the deliverable.

Do AI agents really matter yet?+

The risk isn't that every agent matters today. It's that your technical surface area is invisible or brittle as machine-mediated discovery increases.

Can you guarantee AI citations or rankings?+

No. The audit reduces guessing and improves machine-legibility. It doesn't guarantee inclusion, citation, ranking, or traffic.

How long does a Gap Audit take?+

Standard audits are delivered in 10 business days. SaaS/API/commerce audits in 15 business days.

// who runs the audit

A single senior reviewer, end to end

Audits are run by the practitioner who maintains the public methodology, not a junior analyst and not an automated scanner. Scanner output is used as one input; the interpretation, prioritization, and remediation tickets are written by hand.

There is no junior tier and no offshored research. Engagements are scoped tightly so output is delivered on schedule.

// why teams trust the read

The rubric is public. Read the full methodology before you buy.
The findings are reproducible. Our teardowns of Zapier show real public-surface evidence you can verify yourself with curl.
The deliverable is concrete. See an anonymized sample report with severity, business impact, and implementation tickets.
The claims are honest. No guarantees of AI citations, rankings, or traffic, only a clear, evidence-based read of where your machine surfaces are weak and what to fix first.

Ready to find the gaps?

Submit a short qualification form. Qualified leads book a 30-minute scoping call.

Apply for a Gap Audit →