AI-Readiness Grade
aureviasystems.ai
Score: 71/100
- AI crawlers can reach you
- Snippet eligible
- AI can read your content
MOSTLY READY
AI can read you — but a few fixable gaps are leaving recommendations on the table.
This is a machine-readability / answer-readiness check: can AI crawlers read your page, is it structured the way AI answers favor, and does AI seem to know your brand. It measures the on-page factors you control — it is NOT a complete AI-citation prediction (off-page authority and third-party mentions also matter heavily) and not a live multi-engine citation score (that's measured separately).
Recommendation receipt
Does AI actually recommend you?
Connect AI engines to see whether ChatGPT and Claude recommend Aurevia Systems when a buyer asks for the best best CRM software for sales teams.
This is one engine, once. Track all major engines over time with Pro.
See ProYour Playbook
Ranked by evidence and impact -- not by what's easy to sell.
The 2 fixes that matter most.
- Your content isn't shaped the way AI answers favorOn your site
Content is missing levers proven to lift AI visibility (stats, quotes, citations).
Passages with statistics, quotations and cited sources are extracted into AI answers more often; lead with a direct, self-contained answer.
Strong/causal: GEO (KDD 2024) — stats +33%, quotes +41%, cited sources +28%.
- AI models may not recognize your brand as a real entityOff-site
No Wikidata/Wikipedia entity found — AI models may not recognize your brand as a real entity.
Off-site brand presence (Wikidata/Wikipedia, earned mentions) is the strongest correlate of AI visibility — it can't be fixed on-page.
Strong off-page: Wikipedia/Wikidata presence r≈0.81; brand mentions r≈0.66 vs backlinks 0.22.
Agent-Readiness
A 100/100Can AI agents act on your site?
Can AI agents -- not just answer engines -- find, read, call, and buy from you? Anchored to shipping standards (AI crawlers, MCP, NLWeb, ACP/AP2).
- AI search/agent crawlers are allowed.
- Sitemap declared in robots.txt.
- ~9676 characters of server-rendered text — readable by every AI crawler.
- Strong semantic/landmark structure — agentic browsers read the accessibility tree.emerging standard
- Structured data present and typed.
Live probe for MCP, OpenAPI, A2A agent card & NLWeb endpoints -- part of the full agent audit.
Live probe for product feeds & agentic checkout (ACP/AP2) -- part of the full agent audit.
The full Agent-Readiness audit probes your live MCP / agent-card / checkout surfaces -- part of paid monitoring.
Agent Task Replay
Can an AI agent complete a sale on aureviasystems.ai?
Here is the latest run on aureviasystems.ai.
Agent Task Replay
Can an AI agent actually use aureviasystems.ai?
We pointed a synthetic buyer agent at aureviasystems.ai and at Not measured, gave each the same five tasks, and recorded exactly where the agent could and could not get through.
claude-haiku-4-5 · 1280x800 · chromium · prompt v1 · 2026-08-17
Task board
Tap a row to replay
Transcript
Why it stopped
launch: Executable doesn't exist at /home/runner/.cache/ms-playwright/chromium_headless_shell-1228/chrome-headless-shell-linux64/chrome-headless-shell ╔════════════════════════════════════════════════════════════╗ ║ Looks like Playwright was just installed or updated. ║ ║ Please run the following command to download new browsers: ║ ║ ║ ║ npx playwright install ║ ║ ║ ║ <3 Playwright Team ║ ╚════════════════════════════════════════════════════════════╝
Side by side
One run, fixed model and viewport, versioned. We report what our test agent did on this date (not a guarantee of how every agent or every buyer will behave).
Strong signals
The signals AI engines actually use to find and read you. These carry the most weight.
- AI crawlers can reach you
AI retrieval crawlers (ChatGPT, Perplexity, Google) are allowed — good.
- Snippet eligible
Indexable and snippet-eligible.
- AI can read your content
~9676 characters of server-rendered text — readable by every AI crawler.
- Content AI loves to quote
Content is missing levers proven to lift AI visibility (stats, quotes, citations).
Add quotations or expert quotes (GEO study: ~+30-40%).
- AI knows you as an entity
No Wikidata/Wikipedia entity found — AI models may not recognize your brand as a real entity.
Establish a Wikidata entity (and ideally a Wikipedia page) — the strongest free off-page signal that AI knows you.
Moderate signals
Helpful supporting signals.
- Freshness signals
Freshness dates present.
- Sitemap discoverable
Sitemap declared in robots.txt.
Minor signals
Hygiene and informational items -- included for completeness, low or zero weight.
- Structured datahygiene -- not a ranking factor
Structured data present (good hygiene; most AI engines don't read JSON-LD, but it helps entity disambiguation).
- /llms.txt presentinformational -- not a ranking factor
/llms.txt is informational only — major AI engines do not currently use it (it does not affect this grade).
Competitor share-of-voice
Who does AI recommend instead?
Track over time
Want your grade tracked over time? Leave your email — we'll tell you when monitoring opens for your site.
This is one read, once. The moving line is where the value lives.
Embed your badge
Show your grade on your site.
An SVG badge you can drop into your footer or README.
<a href="https://www.snagtrace.com/grade/aureviasystems.ai" target="_blank" rel="noopener">
<img src="https://www.snagtrace.com/badge/aureviasystems.ai.svg" alt="SnagTrace AI-Readiness Grade" height="28" />
</a>This free grade shows your readiness diagnosis only. Measured citation share-of-voice, competitor rankings, and trends over time are part of paid monitoring -- never faked here.