"AI-readiness" is one of those phrases that sounds important and means almost nothing without specifics. We built the Beacon Score Framework so it would mean something specific — six pillars, each tied to concrete signals.
Honesty matters here. The free Beacon audit reads your website (plus your robots.txt, llms.txt, and sitemap.xml) and grades the four pillars that can be measured from on-site signals alone. Those same four pillars are also what our fix engagement works on — the technical, on-site foundation we can directly improve.
The remaining two — Authority and Consistency — depend on what the rest of the web says about you. They're not part of our fix work. Instead, we surface them in your report's Outstanding Recommendations section so you (or another partner) can tackle them over time.
Below: every pillar, what it measures, and exactly which checks the audit runs (or doesn't).
The six pillars at a glance
Audited
Audited
Audited
Audited
Off-site — recommendations only
Off-site — recommendations only
What the free audit measures
The audit runs roughly 30 deterministic checks across five technical categories — Crawlability & Access, Structured Data, Page Identity Signals, Page Structure, and Technical Foundation — plus a handful of Claude-assisted qualitative checks. Those technical categories roll up into the four audited pillars below.
Pillar 1 — Structure (Audited)
What it measures: Whether your site's HTML is laid out cleanly enough for AI systems to parse without guessing.
What the audit checks:
- Exactly one H1 per page, with a descriptive heading (not "Home" or "Welcome")
- Clean heading hierarchy (no skipped levels, no orphaned H3s)
- Alt text coverage on images — at least 90% meaningful
- Semantic HTML landmarks (
<main>,<article>,<section>,<header>,<footer>,<nav>) - Viewport meta tag set for mobile-friendly rendering
- Content present in server-rendered HTML (at least 100 words of static text) — many AI crawlers don't execute JavaScript
- Reasonable HTML payload size (5KB–800KB) and load time under 3 seconds
- Clean URL structure (no session IDs, no excessive query strings)
Why it matters: AI crawlers read structure first. If your site looks like a structured outline, the AI builds a clear mental model. If it looks like a blob of styled divs with content rendered after JavaScript runs, the AI either guesses or moves on.
Pillar 2 — Clarity (Audited)
What it measures: Whether the page-identity signals — title, meta description, OG tags, schema — together answer the entity questions clearly.
What the audit checks:
- Page title present and 30–65 characters long
- Meta description present and 120–160 characters long
- Complete Open Graph set (
og:title,og:description,og:image) - Twitter Card tag present
- Canonical URL declared
langattribute set on the<html>element- Claude-assisted check: do the title, description, and schema together make it obvious what this business is and does?
Why it matters: Most websites lose this pillar to marketing copy. "We unlock potential" reads beautifully and tells AI nothing. The clearer and more literal the answers, the higher AI's confidence — and confidence drives recommendation.
Pillar 3 — Citation Readiness (Audited)
What it measures: Whether your site exposes content AI can confidently quote, summarize, and reference.
What the audit checks:
llms.txtfile present and non-empty (the file AI crawlers read to understand what's important on your site)FAQPageschema present when FAQ content is detected on the page- Sitemap.xml available — either at the standard location or referenced from
robots.txt - AI crawlers (GPTBot, ClaudeBot, PerplexityBot, Google-Extended) are not blocked in
robots.txt - No accidental
noindexmeta tag - HTTPS served
Why it matters: AI systems prefer to cite from sources they can quote cleanly. Sites with FAQ schema, llms.txt, and unblocked AI crawlers show up disproportionately in AI answers — even when their authority is no greater than competitors'. More on llms.txt →
Pillar 4 — Entity Confidence (Audited)
What it measures: How clearly your site identifies your business as a specific entity AI can recognize.
What the audit checks:
OrganizationorLocalBusinessschema (or industry-specific equivalent — Restaurant, Store, Service, etc.)Service,Product, orOfferschema for what you sellWebSiteorWebPageschemaBreadcrumbListschema- Modern JSON-LD format (not deprecated microdata or RDFa)
- Schema blocks parse cleanly (no syntax errors)
- Claude-assisted check: does the schema accurately describe the actual business — not a generic
Organizationwhen you're really aLocalBusiness?
Why it matters: Entity confidence is the meta-pillar. If AI has high confidence in who you are, the other pillars get amplified. If entity confidence is low, even strong individual signals get discounted. This is often the pillar with the most upside in a fix engagement.
Pillar 5 — Authority (Off-site — recommendations only)
What it measures: External trust signals that prove your business is real, established, and respected.
The free audit only reads your own website — it can't see what other sites say about you. And building authority isn't part of our fix work either: it's ongoing off-site activity that lives outside what we do. What we can do is surface authority gaps clearly in your report's Outstanding Recommendations section, so you (or another partner) know exactly what to work on.
Things we typically recommend:
- Verify or complete your Google Business Profile
- Build review count and rating across Google and industry-specific review sites
- Pursue citations and listings on directories (BBB, Yelp, industry directories, local chambers)
- Earn news mentions, press coverage, or podcast appearances
- Build backlinks from credible sources in your space
- Join relevant industry associations and display certifications
- Maintain a real social presence with visible engagement
One small piece of Authority can be made machine-readable on your site — Review and AggregateRating schema. If you've got reviews to surface, we can add that schema as part of our fix work; the reviews themselves still need to come from the off-site activity above.
Why we don't score this in the free audit: Doing it properly would require querying external services — Google Business Profile, citation databases, backlink indexes — that can't be checked from a single homepage fetch. Rather than fake a score the audit didn't actually earn, we leave Authority unscored and call out the gaps in your report.
Pillar 6 — Consistency (Off-site — recommendations only)
What it measures: Whether your business is described the same way everywhere it appears online.
Same reason as Authority — the free audit only sees your website, and chasing consistency across Google Business Profile, directory listings, and social profiles isn't part of our fix work. It's ongoing maintenance that lives outside our scope. What we do is flag the off-site consistency work in your report so you know what to align (and where).
Things we typically recommend reviewing:
- NAP consistency (Name, Address, Phone) across your website, Google Business Profile, Yelp, BBB, industry directories
- Matching business hours everywhere
- Matching founding year and ownership info
- Matching service area (e.g. "serving East Tennessee" vs "Knoxville and surrounding areas")
- Same logo, same brand name spelling, same legal entity name
- Same core business description (or close paraphrases) across all platforms
One piece of Consistency we can handle on the site itself: making sure your canonical URL points to the right version of the site (no www vs non-www drift, no http vs https drift). That falls inside our technical fix work.
Why it matters: Every inconsistency forces AI to decide what to believe. The safest decision in the face of conflicting data is usually "don't recommend this one." Consistency is unsexy but enormously high-leverage — even though most of the work happens on platforms we don't touch.
How the Beacon Score is calculated
The free audit runs ~30 deterministic checks across five technical categories — each with its own weight in the overall score:
- Crawlability & Access — 25% — robots.txt, llms.txt, sitemap, HTTPS, noindex check
- Structured Data — 30% — every schema check (Organization, Service, WebSite, BreadcrumbList, FAQPage, JSON-LD format, parse validity, business-alignment)
- Page Identity Signals — 20% — title, meta description, OG, Twitter Card, canonical, lang, identity clarity
- Page Structure — 15% — H1, hierarchy, alt text, semantic HTML
- Technical Foundation — 10% — viewport, load time, clean URL, HTML size, server-rendered content
Each check is weighted by impact. Failing checks subtract from your category sub-score. The five sub-scores roll up into a single Beacon Score from 0 to 100. Behind the scenes, those technical checks are mapped to the four audited pillars (Structure, Clarity, Citation Readiness, Entity Confidence) when we write up your report.
What the scores mean
85–100: AI-ready. Your site is in great shape. No fix engagement needed today. We'll send the report for the record.
60–84: Has bones, needs polish. The foundation is there but specific pillars are weak. A targeted fix delivers strong return.
40–59: Structural gaps. Multiple pillars are underperforming. A fix engagement is likely the right move.
0–39: Significant gaps. The site is largely invisible to AI in its current state. Most untreated small business websites land here.
For context: most untreated small business sites score in the 30s and 40s. After a BeaconBird fix engagement, sites typically land in the 88–96 range on the four audited pillars. Off-site Authority and Consistency work — the recommendations in your report — can keep compounding from there over the following months.
Common questions about the framework
Why does the free audit only score four of the six pillars?
Because four of the pillars (Structure, Clarity, Citation Readiness, Entity Confidence) can be measured by reading your website. The other two (Authority, Consistency) depend on off-site signals — backlinks, news mentions, Google Business Profile, directory listings — that the audit can't check. Those pillars are also outside the scope of our technical fix work. We surface them in your report's Outstanding Recommendations section as things you (or another partner) can tackle over time.
What's a good Beacon Score?
85 or above is considered AI-ready — those sites don't need a fix engagement. 60–84 is the typical "has bones, needs polish" range. Anything below 60 has structural gaps that meaningfully limit AI visibility. Most untreated small business websites score in the 30s and 40s.
How is the Beacon Score calculated?
The audit runs roughly 30 deterministic checks across five technical categories — Crawlability & Access, Structured Data, Page Identity Signals, Page Structure, and Technical Foundation — plus a few Claude-assisted qualitative checks. Each category has its own weight (25%, 30%, 20%, 15%, 10% respectively) and rolls up into a single 0–100 score.
Does the Beacon Score align with Google rankings?
Loosely. The two overlap — both reward clean structure, schema, and useful content — but they're measuring different things. A site can rank well in Google while having a low Beacon Score, and vice versa.
Will my score change over time?
Yes, slowly. Once you implement fixes, the technical score updates immediately. The compound effects — AI confidence building, authority and consistency signals consolidating across the web — develop over weeks and months. We can re-score any time you want a fresh measurement.